1.Genome-wide investigation of transcription factor footprints and dynamics using cFOOT-seq.
Heng WANG ; Ang WU ; Meng-Chen YANG ; Di ZHOU ; Xiyang CHEN ; Zhifei SHI ; Yiqun ZHANG ; Yu-Xin LIU ; Kai CHEN ; Xiaosong WANG ; Xiao-Fang CHENG ; Baodan HE ; Yutao FU ; Lan KANG ; Yujun HOU ; Kun CHEN ; Shan BIAN ; Juan TANG ; Jianhuang XUE ; Chenfei WANG ; Xiaoyu LIU ; Jiejun SHI ; Shaorong GAO ; Jia-Min ZHANG
Protein & Cell 2025;16(11):932-952
Gene regulation relies on the precise binding of transcription factors (TFs) at regulatory elements, but simultaneously detecting hundreds of TFs on chromatin is challenging. We developed cFOOT-seq, a cytosine deaminase-based TF footprinting assay, for high-resolution, quantitative genome-wide assessment of TF binding in both open and closed chromatin regions, even with small cell numbers. By utilizing the dsDNA deaminase SsdAtox, cFOOT-seq converts accessible cytosines to uracil while preserving genomic integrity, making it compatible with techniques like ATAC-seq for sensitive and cost-effective detection of TF occupancy at the single-molecule and single-cell level. Our approach enables the delineation of TF footprints, quantification of occupancy, and examination of chromatin influences on TF binding. Notably, cFOOT-seq, combined with FootTrack analysis, enables de novo prediction of TF binding sites and tracking of TF occupancy dynamics. We demonstrate its application in capturing cell type-specific TFs, analyzing TF dynamics during reprogramming, and revealing TF dependencies on chromatin remodelers. Overall, cFOOT-seq represents a robust approach for investigating the genome-wide dynamics of TF occupancy and elucidating the cis-regulatory architecture underlying gene regulation.
Transcription Factors/genetics*
;
Humans
;
Chromatin/genetics*
;
Animals
;
Binding Sites
;
Mice
;
DNA Footprinting/methods*
2.Screening and identification of key miRNAs in post-transcriptional regulation of CART in the bovine hypothalamus.
Junli CHENG ; Junrong YAN ; Shuning HOU ; Zhiwei ZHU ; Pengfei LI
Chinese Journal of Biotechnology 2024;40(12):4557-4572
This study aimed to explore the roles of microRNAs (miRNAs) in the post-transcriptional regulation of cocaine- and amphetamine-regulated transcript (CART) peptide in the bovine hypothalamus and to screen key regulatory miRNAs. Targetscan was used to predict the potential miRNAs binding to CART 3' untranslated regions (3'UTR). Bioinformatics analysis predicted 7 miRNA binding sites in the bovine CART 3'UTR, which were bta-miR-377, bta-miR-331-3p, bta-miR-491, bta-miR-493, bta-miR-758, bta-miR-877, and bta-miR-381, respectively. Reverse transcription-PCR (RT-PCR) was carried out to determine the endogenous expression of CART and target miRNAs in the bovine hypothalamus. All the 7 target miRNAs and CART were endogenously expressed in the bovine hypothalamus. The dual-luciferase reporter gene assay was employed to detect the targeted binding relationship between CART 3'UTR and target miRNAs obtained from bioinformatics analysis. The dual-luciferase reporter gene assay confirmed that the 3'UTR of CART had a targeted binding relationship with the 7 target miRNAs. Cell experiments were conducted to examine the effects of target miRNAs on the messenger RNA (mRNA) and protein levels of exogenous CART and screen for key regulatory miRNAs. The results of cell experiments showed that the 7 miRNAs downregulated the mRNA level of CART, with bta-miR-491 demonstrating the strongest downregulating effect. Bta-miR-377, bta-miR-331-3p, bta-miR-491, bta-miR-493, and bta-miR-381 downregulated the protein level of CART, with bta-miR-381 exerting the strongest downregulating effect. Animal experiments were conducted to explore the effects of key regulatory miRNAs on the mRNA and protein levels of CART in the hypothalamus and the CART concentration in the serum. The results from animal experiments showed that miR-491 and miR-381 regulated the endogenous expression of CART in the hypothalamus and the concentration in the serum by binding to the CART 3'UTR. These results suggest that miR-491 and miR-381 are the main miRNAs regulating CART expression in the bovine hypothalamus, which can affect serum CART concentration by modulating endogenous CART expression.
Animals
;
MicroRNAs/metabolism*
;
Cattle
;
Hypothalamus/metabolism*
;
3' Untranslated Regions/genetics*
;
Nerve Tissue Proteins/metabolism*
;
Gene Expression Regulation
;
Binding Sites
;
Base Sequence
;
Computational Biology/methods*
;
Cocaine- and Amphetamine-Regulated Transcript Protein
3.Development of biosensors highly responsive to N-acetylneuraminic acid in Bacillus subtilis.
Jiaqi SUN ; Yanting CAO ; Xueqin LÜ ; Jianghua LI ; Long LIU ; Guocheng DU ; Jian CHEN ; Yanfeng LIU
Chinese Journal of Biotechnology 2023;39(5):2502-2516
Bacillus subtilis is recognized as a generally-regarded-as-safe strain, and has been widely used in the biosynthesis of high value-added products, including N-acetylneuraminic acid (NeuAc) which is widely used as a nutraceutical and a pharmaceutical intermediate. Biosensors responding to target products are widely used in dynamic regulation and high-throughput screening in metabolic engineering to improve the efficiency of biosynthesis. However, B. subtilis lacks biosensors that can efficiently respond to NeuAc. This study first tested and optimized the transport capacity of NeuAc transporters, and obtained a series of strains with different transport capacities for testing NeuAc-responsive biosensors. Subsequently, the binding site sequence of Bbr_NanR responding to NeuAc was inserted into different sites of the constitutive promoter of B. subtilis, and active hybrid promoters were obtained. Next, by introducing and optimizing the expression of Bbr_NanR in B. subtilis with NeuAc transport capacity, we obtained an NeuAc-responsive biosensor with wide dynamic range and higher activation fold. Among them, P535-N2 can sensitively respond to changes in intracellular NeuAc concentration, with the largest dynamic range (180-20 245) AU/OD. P566-N2 shows a 122-fold of activation, which is 2 times of the reported NeuAc-responsive biosensor in B. subtilis. The NeuAc-responsive biosensor developed in this study can be used to screen enzyme mutants and B. subtilis strains with high NeuAc production efficiency, providing an efficient and sensitive analysis and regulation tool for biosynthesis of NeuAc in B. subtilis.
N-Acetylneuraminic Acid/metabolism*
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Bacillus subtilis/metabolism*
;
Promoter Regions, Genetic/genetics*
;
Binding Sites
;
Biosensing Techniques
4.Improving the position specificity of Themomyces lanuginosus lipase based on semi-rational design.
Yadi MA ; Cuiping YOU ; Guoqiang ZHANG ; Jianghua LI ; Guocheng DU
Chinese Journal of Biotechnology 2023;39(8):3481-3493
Diacylglycerol (DAG) is an intermediate product in lipid metabolism and plays an important physiological role in human body. It is mainly prepared by hydrolyzing lipid with lipase. However, research on the detection method of 1, 2-diacylglycerol (1, 2-DAG) and 1, 3-diacylglycerol (1, 3-DAG) and catalytic specificity of lipase was not enough, which limits its wide application. To address these challenges, an efficient quantitative detection method was first established for 1, 2-DAG (0.025-0.200 g/L) and 1, 3-DAG (0.025-0.150 g/L) by combining supercritical fluid chromatography with evaporative light scattering detector and optimizing the detection and analysis parameters. Based on the molecular docking between Thermomyces lanuginosus lipase (TLL) and triolein, five potential substrate binding sites were selected for site-specific saturation mutation to construct a mutation library for enzyme activity and position specificity screening. The specificity of sn-1, 3 of the I202V mutant was the highest in the library, which was 11.7% higher than the specificity of the wild type TLL. In summary, the position specificity of TLL was modified based on a semi-rational design, and an efficient separation and detection method of DAG isomers was also established, which provided a reference for the study of the catalytic specificity of lipase.
Humans
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Diglycerides
;
Molecular Docking Simulation
;
Binding Sites
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Catalysis
;
Lipase/genetics*
5.Key active sites of proteases and protease inhibitors: a review.
Jie ZHANG ; Xi YANG ; Youshan LI
Chinese Journal of Biotechnology 2021;37(2):561-579
Proteases are widely found in organisms participating in the decomposition of proteins to maintain the organisms' normal life activities. Protease inhibitors regulate the activities of target proteases by binding to their active sites, thereby affecting protein metabolism. The key amino acid mutations in proteases and protease inhibitors can affect their physiological functions, stability, catalytic activity, and inhibition specificity. More active, stable, specific, environmentally friendly and cheap proteases and protease inhibitors might be obtained by excavating various natural mutants of proteases and protease inhibitors, analyzing their key active sites by using protein engineering methods. Here, we review the studies on proteases' key active sites and protease inhibitors to deepen the understanding of the active mechanism of proteases and their inhibitors.
Binding Sites
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Catalytic Domain
;
Endopeptidases
;
Peptide Hydrolases/genetics*
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Protease Inhibitors
;
Proteins
6.High-throughput screening identifies established drugs as SARS-CoV-2 PLpro inhibitors.
Yao ZHAO ; Xiaoyu DU ; Yinkai DUAN ; Xiaoyan PAN ; Yifang SUN ; Tian YOU ; Lin HAN ; Zhenming JIN ; Weijuan SHANG ; Jing YU ; Hangtian GUO ; Qianying LIU ; Yan WU ; Chao PENG ; Jun WANG ; Chenghao ZHU ; Xiuna YANG ; Kailin YANG ; Ying LEI ; Luke W GUDDAT ; Wenqing XU ; Gengfu XIAO ; Lei SUN ; Leike ZHANG ; Zihe RAO ; Haitao YANG
Protein & Cell 2021;12(11):877-888
A new coronavirus (SARS-CoV-2) has been identified as the etiologic agent for the COVID-19 outbreak. Currently, effective treatment options remain very limited for this disease; therefore, there is an urgent need to identify new anti-COVID-19 agents. In this study, we screened over 6,000 compounds that included approved drugs, drug candidates in clinical trials, and pharmacologically active compounds to identify leads that target the SARS-CoV-2 papain-like protease (PLpro). Together with main protease (M
Antiviral Agents/therapeutic use*
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Binding Sites
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COVID-19/virology*
;
Coronavirus Papain-Like Proteases/metabolism*
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Crystallography, X-Ray
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Drug Evaluation, Preclinical
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Drug Repositioning
;
High-Throughput Screening Assays/methods*
;
Humans
;
Imidazoles/therapeutic use*
;
Inhibitory Concentration 50
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Molecular Dynamics Simulation
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Mutagenesis, Site-Directed
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Naphthoquinones/therapeutic use*
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Protease Inhibitors/therapeutic use*
;
Protein Structure, Tertiary
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Recombinant Proteins/isolation & purification*
;
SARS-CoV-2/isolation & purification*
8.Novel and potent inhibitors targeting DHODH are broad-spectrum antivirals against RNA viruses including newly-emerged coronavirus SARS-CoV-2.
Rui XIONG ; Leike ZHANG ; Shiliang LI ; Yuan SUN ; Minyi DING ; Yong WANG ; Yongliang ZHAO ; Yan WU ; Weijuan SHANG ; Xiaming JIANG ; Jiwei SHAN ; Zihao SHEN ; Yi TONG ; Liuxin XU ; Yu CHEN ; Yingle LIU ; Gang ZOU ; Dimitri LAVILLETE ; Zhenjiang ZHAO ; Rui WANG ; Lili ZHU ; Gengfu XIAO ; Ke LAN ; Honglin LI ; Ke XU
Protein & Cell 2020;11(10):723-739
Emerging and re-emerging RNA viruses occasionally cause epidemics and pandemics worldwide, such as the on-going outbreak of the novel coronavirus SARS-CoV-2. Herein, we identified two potent inhibitors of human DHODH, S312 and S416, with favorable drug-likeness and pharmacokinetic profiles, which all showed broad-spectrum antiviral effects against various RNA viruses, including influenza A virus, Zika virus, Ebola virus, and particularly against SARS-CoV-2. Notably, S416 is reported to be the most potent inhibitor so far with an EC of 17 nmol/L and an SI value of 10,505.88 in infected cells. Our results are the first to validate that DHODH is an attractive host target through high antiviral efficacy in vivo and low virus replication in DHODH knock-out cells. This work demonstrates that both S312/S416 and old drugs (Leflunomide/Teriflunomide) with dual actions of antiviral and immuno-regulation may have clinical potentials to cure SARS-CoV-2 or other RNA viruses circulating worldwide, no matter such viruses are mutated or not.
Animals
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Antiviral Agents
;
pharmacology
;
therapeutic use
;
Betacoronavirus
;
drug effects
;
physiology
;
Binding Sites
;
drug effects
;
Cell Line
;
Coronavirus Infections
;
drug therapy
;
virology
;
Crotonates
;
pharmacology
;
Cytokine Release Syndrome
;
drug therapy
;
Drug Evaluation, Preclinical
;
Gene Knockout Techniques
;
Humans
;
Influenza A virus
;
drug effects
;
Leflunomide
;
pharmacology
;
Mice
;
Mice, Inbred BALB C
;
Orthomyxoviridae Infections
;
drug therapy
;
Oseltamivir
;
therapeutic use
;
Oxidoreductases
;
antagonists & inhibitors
;
metabolism
;
Pandemics
;
Pneumonia, Viral
;
drug therapy
;
virology
;
Protein Binding
;
drug effects
;
Pyrimidines
;
biosynthesis
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RNA Viruses
;
drug effects
;
physiology
;
Structure-Activity Relationship
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Toluidines
;
pharmacology
;
Ubiquinone
;
metabolism
;
Virus Replication
;
drug effects
9.Analysis of interaction between intracellular spermine and transient receptor potential canonical 4 channel: multiple candidate sites of negatively charged amino acids for the inward rectification of transient receptor potential canonical 4
Jinsung KIM ; Sang Hui MOON ; Taewook KIM ; Juyeon KO ; Young Keul JEON ; Young Cheul SHIN ; Ju Hong JEON ; Insuk SO
The Korean Journal of Physiology and Pharmacology 2020;24(1):101-110
Transient receptor potential canonical 4 (TRPC4) channel is a nonselective calcium-permeable cation channels. In intestinal smooth muscle cells, TRPC4 currents contribute more than 80% to muscarinic cationic current (mIcat). With its inward-rectifying current-voltage relationship and high calcium permeability, TRPC4 channels permit calcium influx once the channel is opened by muscarinic receptor stimulation. Polyamines are known to inhibit nonselective cation channels that mediate the generation of mIcat. Moreover, it is reported that TRPC4 channels are blocked by the intracellular spermine through electrostatic interaction with glutamate residues (E728, E729). Here, we investigated the correlation between the magnitude of channel inactivation by spermine and the magnitude of channel conductance. We also found additional spermine binding sites in TRPC4. We evaluated channel activity with electrophysiological recordings and revalidated structural significance based on Cryo-EM structure, which was resolved recently. We found that there is no correlation between magnitude of inhibitory action of spermine and magnitude of maximum current of the channel. In intracellular region, TRPC4 attracts spermine at channel periphery by reducing access resistance, and acidic residues contribute to blocking action of intracellular spermine; channel periphery, E649; cytosolic space, D629, D649, and E687.
Amino Acids
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Binding Sites
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Calcium
;
Cytosol
;
Glutamic Acid
;
Myocytes, Smooth Muscle
;
Permeability
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Polyamines
;
Receptors, Muscarinic
;
Spermine
;
Transient Receptor Potential Channels
10.Activity and transcriptional regulatory elements of the promoter in Arctic fox (Vulpes lagopus) β-defensin103 gene.
Min GUO ; Ziya ZHAO ; Ruining WANG ; Xiaoning ZHENG ; Yongdong PENG ; Zhengzhu LIU ; Xianglong LI ; Yuanfang GONG
Chinese Journal of Biotechnology 2019;35(8):1469-1477
The aim of this study was to screen the active regions and transcription factor binding sites in the promoter of the CBD103 gene related to Arctic fox coat color, and to provide a basis for revealing the molecular genetic mechanism of CBD103 gene regulating the coat color formation. The 5'-flanking region fragment 2 123 bp of Arctic fox CBD103 gene was cloned, and 4 truncated promoter reporter vectors of different lengths were constructed. The promoter activity was detected by the dual-luciferase reporter assay system. Point mutations were performed on the 3 predicted specificity protein 1 (Sp1) transcription factor binding sites in the highest promoter active region, and 3 mutant vectors were constructed. The activity was then detected by the dual-luciferase reporter assay system. The results showed that the region 1 656 (-1 604/+51) had the highest activity in the 4 truncated promoters of different lengths, and the promoter activity of the three mutant vectors constructed in this region were significantly lower than that of the wild type (fragment 1 656). The region of -1 604 /+51 was the core promoter region of CBD103 gene in Arctic fox and -1 552/-1 564, -1 439/-1 454 and -329/-339 regions were positive regulatory regions. This study successfully obtained the core promoter region and positive regulation regions of the Arctic fox CBD103 gene, which laid a foundation for further study on the molecular genetic mechanism of this gene regulating Arctic fox coat color.
Animals
;
Binding Sites
;
Foxes
;
Luciferases
;
Promoter Regions, Genetic
;
Sp1 Transcription Factor
;
beta-Defensins

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