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Zhou, K.

Publications and source records attributed to Zhou, K..

At least 37 records · Page 2Linked to original sources

O-mannosylation and protein maturation check-points represent therapeutic opportunities in BRAF fusion protein oncogenesis

Fusions between protein-coding genes are common oncogenic drivers across cancers, typically pairing a proto-oncogene with partner that does not independently drive cancer. In all therapeutically actionable fusions, the proto-oncogene is the drug target, the contributions to oncogenicity of the fusion partner have largely been ignored. We studied the role of BRAF fusion partners and found that they are necessary for transformation. In the setting of KIAA1549::BRAF, the most common fusion protein across brain tumors, we found that KIAA1549 is necessary for the oncogenicity of KIAA1549::BRAF and engenders a striking and specific dependency on the protein O-mannosyltransferase complex (POMT1/2). Specifically, we show that genetic silencing or pharmacologic inhibition of the protein O-mannosyltransferase complex (POMT1/2) reverses fusion-induced transformation, thereby representing a novel and MAPK independent therapeutic target. Furthermore, POMT1/2 is required to glycosylate and enable maturation of the K::B fusion protein. These findings represent a proof-of-concept for targeting the partners in oncogenic fusions as a potential cancer therapeutic strategy.

cancer biology↗

Prioritizing Combinational Drug Screening: A Ranking System for In Vitro Drug Combinations in Neurofibromatosis Type 1

Neurofibromatosis type 1 (NF1) is a genetic disorder characterized by benign tumors, including plexiform neurofibromas, which can be difficult to treat. Currently, only two FDA-approved therapies exist: selumetinib, approved for pediatric patients with inoperable tumors, and mirdametinib, approved for patients aged two and older with symptomatic peripheral neuropathy where surgical resection is not possible. These limited options highlight the urgent need for novel therapeutic strategies, including combination therapies and therapies applicable to adult populations. In this study, we introduce the Composite Matrix Reduction Score (CMRS), a novel algorithm designed to evaluate the in vitro efficacy of drug combinations for NF1-related plexiform neurofibromas. Using a high-throughput 6x6 combinatorial matrix, we screened three cell lines: ipnNF95.11c (NF1+/-, non-tumor reference), and two NF1-/- tumor lines: ipNF05.5mc and ipNF95.6. Cell viability responses to drug combinations were normalized to vehicle controls, and combination effects were compared to single-agent responses. Tumor-to-non-tumor response ratios were aggregated to generate a composite ranking for each drug pair. Our results show that certain drug combinations outperformed single agents in reducing tumor cell viability, consistent with findings in other cancers. A focused analysis on selumetinib combinations supported the CMRS algorithm and identified potential synergistic partners that may surpass a single-agent therapy, highlighting candidates for continued investigation. CMRS provides a scalable, standardized framework for prioritizing drug combinations in NF1 and potentially other cancers. By integrating multi-cell line analysis, this approach enhances the identification of promising therapeutic candidates and mechanisms of action for further preclinical development.

cancer biology↗

MicroProphet: A Digital Twin Framework for Predicting Microbial Community Dynamics with Personalized Precision

The ability to accurately predict the dynamic evolution of microbial communities is critical for advancing personalized medicine, precision intervention, and ecological system management. However, the irregular sampling, high missingness, and complex temporal behaviors that characterize longitudinal microbiome datasets present substantial challenges to reliable forecasting. Here we propose MicroProphet, a personalized digital twin framework capable of accurately forecasting microbial abundance trajectories from incomplete longitudinal observations without the need for data interpolation. By leveraging a time-aware Transformer architecture, MicroProphet reconstructs individualized microbial trajectories using as little as the initial 30% of time points, capturing critical transitional states through its attention mechanism. We demonstrate its robust cross-ecosystem generalizability across synthetic communities, human gut microbiomes, infant gut development, and corpse decomposition. In clinical contexts, MicroProphet enables early identification of disease-related microbial shifts and supports intervention timing optimization, exemplified in inflammatory bowel disease and antibiotic perturbation responses. By transforming incomplete and sparse data into actionable forecasts, MicroProphet establishes a foundation for real-time microbial monitoring, therapeutic decision support, and precision ecological management, paving the way for broader applications of digital twin systems in biology and personalized healthcare. HighlightsO_LIMicroProphet establishes a personalized digital twin framework for forecasting biological dynamics from incomplete longitudinal observations, enabling precision health monitoring and intervention planning. C_LIO_LIBy leveraging a transformer-based architecture, MicroProphet accurately reconstructs microbial community trajectories using as little as 30% of initial time points, without the need for data interpolation. C_LIO_LIThe framework demonstrates robust cross-ecosystem generalizability across clinical, early-life development, and forensic contexts. C_LIO_LIMicroProphet empowers real-time tracking of microbial shifts, early detection of disease-associated transitions, and timing optimization for microbiome-targeted therapeutic strategies. C_LI

microbiology↗

Detecting neuroplastic effects induced by ketamine in healthy human subjects: a multimodal approach

We investigated ketamines neuroplastic effects in healthy human subjects using integrated Positron Emission Tomography (PET)/Magnetic Resonance Imaging (MRI) measures before and 1-8 days after a single psychedelic dose of ketamine (1 mg/kg, intravenous). Eleven participants underwent two PET/MRI scans with [11C]-UCBJ (synaptic density/plasticity), 1H-MRS (Glutamate and GABA), and resting-state fMRI (intrinsic brain activity, functional connectivity, graph-theoretic metrics), before and after ketamine. While group-level analyses showed only trend-level increases in PET synaptic markers, we observed significantly elevated Anterior Cingulate Cortex (ACC) glutamate levels post-ketamine. Functional connectivity analyses revealed decreased within-network integrity, particularly in high-order networks like the default mode network (DMN), alongside increased low-to-high-order network integration. Our multimodal analysis showed that increased [11C]-UCBJ volume distribution (VT), a putative index of synaptic plasticity, correlated with reduced intrinsic activity in DMN regions and decreased influence of the posterior cingulate cortex (PCC) in global network dynamics. By linking molecular and network-level changes, our results point to the PCC as a central hub where ketamine may reshape brain hierarchies in the long term, providing new directions for understanding its therapeutic mechanisms and developing targeted treatments.

neuroscience↗

Directed evolution expands CRISPR-Cas12a genome editing capacity

CRISPR-Cas12a enzymes are versatile RNA-guided genome-editing tools with applications encompassing viral diagnosis, agriculture and human therapeutics. However, their dependence on a 5-TTTV-3 protospacer-adjacent motif (PAM) next to DNA target sequences restricts Cas12as gene targeting capability to only [~]1% of a typical genome. To mitigate this constraint, we used a bacterial-based directed evolution assay combined with rational engineering to identify variants of Lachnospiraceae bacterium Cas12a (LbCas12a) with expanded PAM recognition. The resulting Cas12a variants use a range of non-canonical PAMs while retaining recognition of the canonical 5-TTTV-3 PAM. In particular, biochemical and cell-based assays show that the variant Flex-Cas12a utilizes 5-NYHV-3 PAMs that expand DNA recognition sites to [~]25% of the human genome. With enhanced targeting versatility, Flex-Cas12a unlocks access to previously inaccessible genomic loci, providing new opportunities for both therapeutic and agricultural genome engineering.

biochemistry↗

Reversable Acute Sedation Response of Phosphorothioate Antisense Oligonucleotides Following Local Delivery to the Central Nervous System

Antisense oligonucleotides (ASOs) locally delivered to the central nervous system (CNS) are being approved as therapies for neurological diseases. After intrathecal injection of some ASOs, transient toxicities have been reported, but considerable inconsistencies remain in classifying them and their underlying mechanisms. Here, we characterize an acute sedation response that can include loss of lower spinal reflexes, hypoactivity, paresis, sedation and ataxia, peaking [~]3 hours post-intrathecal injection of some phosphorothioate ASOs and reversing by 24 hours with no sequelae. Acute sedation is distinct from acute activation, which is hyperactivity and muscle cramping that occurs immediately after administering oligonucleotides. Acute sedation translates across species from rodents to non-human primates and is sequence-, dose-, and chemistry-dependent. Acute sedation can be mitigated by strategic placement of phosphorothioate backbone linkages in ASOs and by avoiding G-rich sequences. The acute sedation response can be modeled in primary neural cultures, with good predictability of in vivo response. Mechanistically, we demonstrate that acute sedation is caused by high extracellular ASO concentrations inhibiting synaptic transmission, which reverses as ASO is cleared from the extracellular space and taken up into cells. Our results provide a comprehensive framework for quantifying and mitigating acute sedation caused by some phosphorothioate ASOs. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=79 SRC="FIGDIR/small/638136v1_ufig1.gif" ALT="Figure 1"> View larger version (53K): org.highwire.dtl.DTLVardef@c3c957org.highwire.dtl.DTLVardef@1d7a062org.highwire.dtl.DTLVardef@162adf5org.highwire.dtl.DTLVardef@18ad055_HPS_FORMAT_FIGEXP M_FIG C_FIG

neuroscience↗

Microglia Adopt Temporally Specific Subtypes after Irradiation, Correlating with Neuronal Asynchrony

Cranial radiotherapy causes progressive neurocognitive impairments in cancer survivors. Neuroinflammation is a key contributor, but its dynamics and consequences for brain function remain poorly understood. Here, we performed comprehensive longitudinal profiling from 6 hours to 1 year after irradiation (IR) of the mouse hippocampus, using transcriptomic, protein, and histological analyses. We identified delayed microglial responses initiated by mitotic progression coupled interferon signaling. IR rewired the parenchymal phagocyte profiles, triggered by progressive microglial loss, failure of repopulation through self-renewal, and compensatory generation of microglia-like cells derived from peripheral monocytes. These findings were also observed in autopsied human brain. Finally, we demonstrate two phases of neuronal asynchrony, an early one associated with inflammation and a late one associated with aberrant synaptic regulation. These results provide comprehensive, longitudinal insights into microglia responses that can aid in tailoring therapies to preserve cognition in cancer survivors.

neuroscience↗

The Restoration of Social Defects in Schizophrenic Mice by Plant Exposure

Schizophrenia is a serious psychotic disorder caused by both individuals genetic background and their living environment. However, how the cognitive and negative symptoms can be treated is still a challenge since most anti-psychotic drugs are only effective for positive symptoms. Previous epidemic studies have demonstrated that plant exposure could decrease the risk of schizophrenia and shorten the length of psychiatric hospital admissions for patients. However, it is still unknown whether plant exposure could improve cognition-related defects in schizophrenia, with no related animal studies. In the present study, we first induced a schizophrenia mice model by giving mice long-term (2 weeks) injections of the antagonist of the NMDA receptor: MK801. We then raised the animals in environments containing plants (4 weeks) including Epipremnum aureum and rosemary, and tested their locomotive, anxious and social behaviors. We found that plant exposure did not change the locomotion behaviors of wild-type animals, but significantly reduced the schizophrenia-related social and anxious behaviors in the schizophrenic animals. In addition, we tested the expression of c-Fos in animals exposed to plants after social behavioral testing and found that the deficits in c-Fos expression in both the hippocampus and prefrontal cortex were partially rescued after plant exposure. These results indicate plant exposure will be a new tool to improve the clinical deficits of schizophrenia.

neuroscience↗

V- and VL-Scores Uncover Viral Signatures and Origins of Protein Families

Viruses are key drivers of microbial diversity, nutrient cycling, and co-evolution in ecosystems, yet their study is hindered due to challenges in culturing. Traditional gene-centric methods, which focus on a few hallmark genes like for capsids, miss much of the viral genome, leaving key viral proteins and functions undiscovered. Here, we introduce two powerful annotation-free metrics, V-score and VL-score, designed to quantify the "virus-likeness" of protein families and genomes and create an open-access searchable database, V-Score-Search. By applying V- and VL-scores to public databases (KEGG, Pfam, and eggNOG), we link 38-77% of protein families with viruses, a 9-16x increase over current estimates. These metrics outperform existing approaches, enabling precise detection of viral genomes, prophages, and host-derived auxiliary viral genes (AVGs) from fragmented sequences, and significantly improving genome binning. Remarkably, we identify up to 17x more AVGs, dominated by non-metabolic proteins of unknown function. This innovation unlocks new insights into virus signatures and host interactions, with wide-ranging implications from genomics to biotechnology.

bioinformatics↗

DNA nanodevice for analysis of force-activated protein extension and interactions

AbstractForce-induced changes in protein structure and function mediate cellular responses to mechanical stresses. Existing methods to study protein conformation under mechanical force are incompatible with biochemical and structural analysis. Taking advantage of DNA nanotechnology, including the well-defined geometry of DNA origami and programmable mechanics of DNA hairpins, we built a nanodevice to apply controlled forces to proteins. This device was used to study the R1-R2 segment of the talin1 rod domain as a model protein, which comprises two alpha-helical bundles that reversibly unfold under tension to expose binding sites for the cytoskeletal protein vinculin. Electron microscopy confirmed tension-dependent protein extension while biochemical analysis demonstrated enhanced vinculin binding under tension. The device could also be used in pull down assays with cell lysates, which identified filamins as novel tension-dependent talin binders. The DNA nanodevice is thus a valuable addition to the molecular toolbox for studying mechanosensitive proteins.

biophysics↗

Nanoscale biodegradable printing for designed tuneability of vaccine delivery kinetics

Two photon polymerization (2PP) 3D printing enables top-down biomaterial synthesis with nanoscale spatial resolution for de novo design of monodisperse injectable drug delivery systems. To address the limitations of current 2PP resins, we developed Spatiotemporal Controlled Release Inks of Biocompatible polyEsters (SCRIBE), a novel poly(lactic-co-glycolic acid)-triacrylate resin family with sub-micron resolution and tuneable hydrolysis. SCRIBE enables direct printing of hollow microparticles with tuneable chemistry and complex geometries inaccessible to molding techniques, which we use to engineer controlled protein release in vitro and in vivo. We use SCRIBE microparticles to modulate antibody titers and class switching as a function of antigen release rate and extend these findings to enable a single-injection vaccine formulation with extended antibody induction kinetics. Demonstrating how the chemistry and CAD of 2PP-printed microparticles can be used to tune responses to biomacromolecule release in vivo opens significant opportunities for a new generation of drug delivery vehicles. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=117 SRC="FIGDIR/small/616252v1_ufig1.gif" ALT="Figure 1"> View larger version (25K): org.highwire.dtl.DTLVardef@a2e8c0org.highwire.dtl.DTLVardef@15ecbf1org.highwire.dtl.DTLVardef@9f734forg.highwire.dtl.DTLVardef@4b7e39_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioengineering↗

Precision-dependent modulation of social attention

Social attention, guided by cues like gaze direction, is crucial for effective social interactions. However, how dynamic environmental context modulates this process remains unclear. Integrating a hierarchical Bayesian model with fMRI, this study investigated how individuals adjusted attention based on the predictions about cue validity (CV). Thirty-three participants performed a modified Posner location-cueing task with varying CV. Behaviorally, individuals allocation of social attention was finely tuned to the precision (inverse variance) of CV predictions, with the predictions being updated by precision-weighted prediction errors (PEs) about the occurrence of target locations. Neuroimaging results revealed that the interaction between allocation of social attention and CV influenced activity in regions involved in spatial attention and/or social perception, such as the temporoparietal junction (TPJ), frontal eye field (FEF), superior temporal sulcus (STS), and inferior parietal sulcus (IPS). Precision-weighted PEs about target locations specifically modulated activity in the TPJ, STS, and primary visual cortex (V1), underscoring their roles in refining attentional predictions. Dynamic causal modeling (DCM) further demonstrated that enhanced absolute precision-weighted PEs about target locations strengthened the effective connectivity from V1 and STS to TPJ, emphasizing their roles in conveying residual error signals from low-level sensory areas to high-level critical attention areas. These findings elucidated how the precision of contextual predictions dynamically modulated social attention, offering insights into the computational and neurocognitive mechanisms of context-dependent social attention.

neuroscience↗

Towards genuine three-dimensional diffusion imaging with physiological motion compensation

PurposeWe aim to implement a 3D DWI sequence and show its usage on patients with new ischemic lesions. Materials and MethodsThe proposed 3D DWI sequence was implemented by integrating second-order gradient moment nulling (M2) and cardiac motion synchronization (Sync). All data were acquired on a 3T MAGNETOM Prisma scanner (Siemens Healthcare, Erlangen, Germany) using a 64 channel head and neck coil. 21 healthy volunteers underwent 3D DWI scans at 0.9 mm isotropic resolution using four motion compensation methods for comparison: no compensation (M0), M2 only, Sync only and the proposed M2+Sync method. 2D phase variation maps with different motion compensation methods were also acquired for one subject to illustrate the mechanism of the proposed method. A ghost-to-signal ratio (GSR) and blurring index was defined and compared among the four methods with repeated measures ANOVA and Tukeys test. 3D DWI was compared with 2D DWI for ADC quantification. Image quality and ischemic lesion conspicuity were evaluated with 12 patients after endovascular treatment. >ResultsWhole brain 3D DWI was achieved at 0.9 mm isotropic resolution within 5 minutes using the proposed sequence. M2+Sync achieved the lowest level of GSR and blurring along the slice direction. ADC quantification showed no statistically significant difference between M2+Sync compared to 2D DWI. 3D DWI showed similar image quality, higher lesion conspicuity and counts compared to 2D DWI. ConclusionDirect 3D DWI can be achieved by the combination of second order gradient moment nulling and cardiac synchronization.

bioengineering↗

Scarless circular mRNA-based CAR-T cell therapy elicits superior anti-tumor efficacy

Messenger RNA (mRNA)-based transient expression of CAR shows optimal safety profiles and provides promising opportunities to address existing challenges of viral vector-based CAR-T therapies and to meet emerging medical needs in noncancerous indications. However, linear mRNAs are intrinsically unstable and thus just achieve compromised efficacy. Here, we engineered a permuted intron exon (PIE) platform to synthesize scarless circular mRNA (cmRNA) for potent CAR expression and long-lasting efficacy. cmRNA significantly increased amount and duration of anti-CD19 CAR expression on human T cells. cmRNA-based anti-CD19 CAR-T cells elicit superior anti-tumor efficacy over linear mRNA counterparts, demonstrated by parallel lines of evidence including in vitro specific cell-killing, cytokine release, transcriptomics patterns, and in vivo tumor elimination and survival benefit. We found that cmRNA-based anti-CD19 CAR-T efficiently eliminated target cells in vivo and provide long-lasting antitumor efficacy. These results suggested that cmRNA could be a potent platform for unleashing full potential of mRNA technologies in cell therapies.

immunology↗

Reconstruction and identification of the native PLP synthase complex from Methanosarcina acetivorans lysate

Many protein-protein interactions behave differently in biochemically purified forms as compared to their in vivo states. As such, determining native protein structures may elucidate structural states previously unknown for even well-characterized proteins. Here we apply the bottom-up structural proteomics method, cryoID, toward a model methanogenic archaeon. While they are keystone organisms in the global carbon cycle and active members of the human microbiome, there is a general lack of characterization of methanogen enzyme structure and function. Through the cryoID approach, we successfully reconstructed and identified the native Methanosarcina acetivorans pyridoxal 5-phosphate (PLP) synthase (PdxS) complex directly from cryogenic electron microscopy (cryoEM) images of fractionated cellular lysate. We found that the native PdxS complex exists as a homo-dodecamer of PdxS subunits, and the previously proposed supracomplex containing both the synthase (PdxS) and glutaminase (PdxT) was not observed in cellular lysate. Our structure shows that the native PdxS monomer fashions a single 8/8{beta} TIM-barrel domain, surrounded by seven additional helices to mediate solvent and interface contacts. A density is present at the active site in the cryoEM map and is interpreted as ribose 5-phosphate. In addition to being the first reconstruction of the PdxS enzyme from a heterogeneous cellular sample, our results reveal a departure from previously published archaeal PdxS crystal structures, lacking the 37 amino acid insertion present in these prior cases. This study demonstrates the potential of applying the cryoID workflow to capture native structural states at atomic resolution for archaeal systems, for which traditional biochemical sample preparation is nontrivial.

microbiology↗

Improving Mannanase Production in Bacillus subtilis for Fibre Hydrolysis during Solid-State Fermentation of Palm Kernel Meal

The primary challenge in utilizing palm kernel meal (PKM, an agricultural by-product) as non- ruminant livestock feed is its high fibre content, predominantly in the form of mannan. Microbial fermentation offers an economically favourable alternative to enzyme supplementation for breaking down fibre in lignocellulosic biomass. In a recent study, we have isolated and characterized an undomesticated strain (Bacillus subtilis F6) that is able to secrete mannanase. In this work, the mannanase production was substantially improved by optimizing multiple regulatory elements controlling the mannanase expression. Mannanase GmuG, sourced from B. subtilis F6 and verified for its hydrolytic activity on PKM fibre, was expressed using a replicative plasmid (pBE-S). The recombinant strain of B. subtilis F6 exhibited 1.9-fold increase in the mannanase activity during solid-state fermentation. Optimization of signal peptide and ribosome binding site further enhanced mannanase activity by 3.1-fold. Subsequently, promoter screening based on highly transcribed genes in B. subtilis F6 resulted in a significant 5.4-fold improvement in mannanase activity under the nprE promoter. The nprE promoter was further refined by eliminating specific transcription factor binding sites, enhancing the mannanase activity further by 1.8-fold. Notably, a substantial 35-40% reduction in PKM fibre content was observed after 30 h of fermentation using the recombinant strains. Lastly, the highest mannanase-producing strain was examined for scaled-up fermentation. The impacts of fermentation on fibre and protein contents, as well as the surface morphology of PKM, were analysed. The outcomes of this study offer an efficient method for robust mannanase expression in B. subtilis and its potential application in the biotransformation of PKM and other mannan-rich bioresources for improved feed utilization. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=83 SRC="FIGDIR/small/602432v1_ufig1.gif" ALT="Figure 1"> View larger version (17K): org.highwire.dtl.DTLVardef@10fbb9corg.highwire.dtl.DTLVardef@1e619fborg.highwire.dtl.DTLVardef@1b3bc0corg.highwire.dtl.DTLVardef@fec816_HPS_FORMAT_FIGEXP M_FIG C_FIG

synthetic biology↗

Hydrolysis of palm kernel meal fibre using a newly isolated Bacillus subtilis F6 with high mannanase activity

High fibre content is the main limitation of using mannan-rich palm kernel meal (PKM) in feeding non-ruminant livestock. Microbial fermentation stands out as a cost-effective and environmentally friendly approach for hydrolysing fibre in lignocellulosic biomass. In this study, a Bacillus subtilis strain F6 with high mannanase secretion capability was isolated from an environmental source. Fermentation of PKM using strain F6 resulted in at least a 10% reduction in its neutral detergent fibre content. Notably, the strain exhibited a rapid response to PKM, with significant mannanase activity detected as early as 6 h, enabling fibre hydrolysis within a short fermentation period. Subsequent transcriptome analysis uncovered potential enzymes involved in PKM fibre degradation, and the purified recombinant enzymes were generated to assess their activity on PKM fibre degradation. {beta}-mannanase GmuG demonstrated strong hydrolysis activity of PKM fibre, and its biochemical properties were determined. Overall, the study reported the isolation of a B. subtilis strain suitable for fibre hydrolysis of mannan-rich biomass, followed by an investigation to identify and characterize the enzyme responsible for fibre degradation. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=146 SRC="FIGDIR/small/599806v1_ufig1.gif" ALT="Figure 1"> View larger version (28K): org.highwire.dtl.DTLVardef@50b8c8org.highwire.dtl.DTLVardef@1937688org.highwire.dtl.DTLVardef@4b0ab6org.highwire.dtl.DTLVardef@ac727a_HPS_FORMAT_FIGEXP M_FIG C_FIG

microbiology↗

A DNA-based molecular clamp for probing protein interactions and structure under force.

Cellular mechanotransduction, a process central to cell biology, embryogenesis, adult physiology and multiple diseases, is thought to be mediated by force-driven changes in protein conformation that control protein function. However, methods to study proteins under defined mechanical loads on a biochemical scale are lacking. We report the development of a DNA based device in which the transition between single-stranded and double-stranded DNA applies tension to an attached protein. Using a fragment of the talin rod domain as a test case, negative-stain electron microscopy reveals programmable extension while pull down assays show tension-induced binding to two ligands, ARPC5L and vinculin, known to bind to cryptic sites inside the talin structure. These results demonstrate the utility of the DNA clamp for biochemical studies and potential structural analysis.

bioengineering↗