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1.
Nat Commun ; 15(1): 5446, 2024 Jun 27.
Article in English | MEDLINE | ID: mdl-38937458

ABSTRACT

Mitochondrial transcription factor A (TFAM) employs DNA bending to package mitochondrial DNA (mtDNA) into nucleoids and recruit mitochondrial RNA polymerase (POLRMT) at specific promoter sites, light strand promoter (LSP) and heavy strand promoter (HSP). Herein, we characterize the conformational dynamics of TFAM on promoter and non-promoter sequences using single-molecule fluorescence resonance energy transfer (smFRET) and single-molecule protein-induced fluorescence enhancement (smPIFE) methods. The DNA-TFAM complexes dynamically transition between partially and fully bent DNA conformational states. The bending/unbending transition rates and bending stability are DNA sequence-dependent-LSP forms the most stable fully bent complex and the non-specific sequence the least, which correlates with the lifetimes and affinities of TFAM with these DNA sequences. By quantifying the dynamic nature of the DNA-TFAM complexes, our study provides insights into how TFAM acts as a multifunctional protein through the DNA bending states to achieve sequence specificity and fidelity in mitochondrial transcription while performing mtDNA packaging.


Subject(s)
DNA Packaging , DNA, Mitochondrial , DNA-Binding Proteins , Fluorescence Resonance Energy Transfer , Mitochondrial Proteins , Nucleic Acid Conformation , Promoter Regions, Genetic , Transcription Factors , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/chemistry , DNA-Binding Proteins/genetics , Mitochondrial Proteins/metabolism , Mitochondrial Proteins/genetics , Mitochondrial Proteins/chemistry , Transcription Factors/metabolism , Transcription Factors/chemistry , Transcription Factors/genetics , DNA, Mitochondrial/genetics , DNA, Mitochondrial/metabolism , Humans , Transcription Initiation, Genetic , Mitochondria/metabolism , Mitochondria/genetics , Single Molecule Imaging , DNA-Directed RNA Polymerases/metabolism , DNA-Directed RNA Polymerases/chemistry , DNA-Directed RNA Polymerases/genetics , Base Sequence , Protein Binding
2.
FASEB J ; 38(11): e23724, 2024 Jun 15.
Article in English | MEDLINE | ID: mdl-38837712

ABSTRACT

Mycobacterium tuberculosis, the pathogen of the deadly disease tuberculosis, depends on the redox cofactor mycofactocin (MFT) to adapt to and survive under hypoxic conditions. MftR is a TetR family transcription regulator that binds upstream of the MFT gene cluster and controls MFT synthesis. To elucidate the structural basis underlying MftR regulation, we determined the crystal structure of Mycobacterium tuberculosis MftR (TB-MftR). The structure revealed an interconnected hydrogen bond network in the α1-α2-α3 helices of helix-turn-helix (HTH) DNA-binding domain that is essential for nucleic acid interactions. The ligand-binding domain contains a hydrophobic cavity enclosing long-chain fatty acyl-CoAs like the key regulatory ligand oleoyl-CoA. Despite variations in ligand-binding modes, comparative analyses suggest regulatory mechanisms are largely conserved across TetR family acyl-CoA sensors. By elucidating the intricate structural mechanisms governing DNA and ligand binding by TB-MftR, our study enhances understanding of the regulatory roles of this transcription factor under hypoxic conditions, providing insights that could inform future research into Mycobacterium tuberculosis pathogenesis.


Subject(s)
Bacterial Proteins , Mycobacterium tuberculosis , Mycobacterium tuberculosis/metabolism , Mycobacterium tuberculosis/genetics , Bacterial Proteins/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Gene Expression Regulation, Bacterial , Crystallography, X-Ray , Transcription Factors/metabolism , Transcription Factors/chemistry , Transcription Factors/genetics , Models, Molecular , Amino Acid Sequence
3.
Biochemistry (Mosc) ; 89(4): 663-673, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38831503

ABSTRACT

Dosage compensation complex (DCC), which consists of five proteins and two non-coding RNAs roX, specifically binds to the X chromosome in males, providing a higher level of gene expression necessary to compensate for the monosomy of the sex chromosome in male Drosophila compared to the two X chromosomes in females. The MSL2 protein contains the N-terminal RING domain, which acts as an E3 ligase in ubiquitination of proteins and is the only subunit of the complex expressed only in males. Functional role of the two C-terminal domains of the MSL2 protein, enriched with proline (P-domain) and basic amino acids (B-domain), was investigated. As a result, it was shown that the B-domain destabilizes the MSL2 protein, which is associated with the presence of two lysines ubiquitination of which is under control of the RING domain of MSL2. The unstructured proline-rich domain stimulates transcription of the roX2 gene, which is necessary for effective formation of the dosage compensation complex.


Subject(s)
Drosophila Proteins , Drosophila melanogaster , Protein Domains , Animals , Drosophila Proteins/metabolism , Drosophila Proteins/genetics , Drosophila Proteins/chemistry , Drosophila melanogaster/metabolism , Drosophila melanogaster/genetics , Male , Female , Transcription Factors/metabolism , Transcription Factors/genetics , Transcription Factors/chemistry , Ubiquitination , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , DNA-Binding Proteins/chemistry
4.
Commun Biol ; 7(1): 561, 2024 May 11.
Article in English | MEDLINE | ID: mdl-38734744

ABSTRACT

The WRKY transcription factors play essential roles in a variety of plant signaling pathways associated with biotic and abiotic stress response. The transcriptional activity of many WRKY members are regulated by a class of intrinsically disordered VQ proteins. While it is known that VQ proteins interact with the WRKY DNA-binding domains (DBDs), also termed as the WRKY domains, structural information regarding VQ-WRKY interaction is lacking and the regulation mechanism remains unknown. Herein we report a solution NMR study of the interaction between Arabidopsis WRKY33 and its regulatory VQ protein partner SIB1. We uncover a SIB1 minimal sequence neccessary for forming a stable complex with WRKY33 DBD, which comprises not only the consensus "FxxhVQxhTG" VQ motif but also its preceding region. We demonstrate that the ßN-strand and the extended ßN-ß1 loop of WRKY33 DBD form the SIB1 docking site, and build a structural model of the complex based on the NMR paramagnetic relaxation enhancement and mutagenesis data. Based on this model, we further identify a cluster of positively-charged residues in the N-terminal region of SIB1 to be essential for the formation of a SIB1-WRKY33-DNA ternary complex. These results provide a framework for the mechanism of SIB1-enhanced WRKY33 transcriptional activity.


Subject(s)
Arabidopsis Proteins , Arabidopsis , Transcription Factors , Amino Acid Sequence , Arabidopsis/genetics , Arabidopsis/metabolism , Arabidopsis Proteins/metabolism , Arabidopsis Proteins/genetics , Arabidopsis Proteins/chemistry , Gene Expression Regulation, Plant , Models, Molecular , Protein Binding , Protein Domains , Transcription Factors/metabolism , Transcription Factors/chemistry , Transcription Factors/genetics , Sigma Factor/genetics , Sigma Factor/metabolism
5.
Int J Mol Sci ; 25(10)2024 May 09.
Article in English | MEDLINE | ID: mdl-38791216

ABSTRACT

The interplay patterns of amino acid residues are pivotal in determining the tertiary structure and flexibility of proteins, which in turn are intricately linked to their functionality and interactions with other molecules. Here, we introduce ARIP, a novel tool designed to identify contact residues within proteins. ARIP employs a modified version of the dr_sasa algorithm and an atomic overlap weighted algorithm to directly calculate the contact area and volume between atoms based on their van der Waals radius. It also allows for the selection of solvent radii, recognizing that not every atom in proteins can interact with water molecules. The solvent parameters were derived from the analysis of approximately 5000 protein and nucleic acid structures with water molecules determined using X-ray crystallography. One advantage of the modified algorithm is its capability to analyze multiple models within a single PDB file, making it suitable for molecular dynamic capture. The contact volume is symmetrically distributed between the interacting atoms, providing more informative results than contact area for the analysis of intra- and intermolecular interactions and the development of scoring functions. Furthermore, ARIP has been applied to four distinct cases: capturing key residue-residue contacts in NMR structures of P4HB, protein-drug binding of CYP17A1, protein-DNA binding of SPI1, and molecular dynamic simulations of BRD4.


Subject(s)
Algorithms , Molecular Dynamics Simulation , Proteins , Software , Humans , Crystallography, X-Ray/methods , Protein Binding , Protein Conformation , Proteins/chemistry , Solvents/chemistry , Transcription Factors/chemistry , Transcription Factors/metabolism , Water/chemistry
6.
Dev Genes Evol ; 234(1): 45-53, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38733410

ABSTRACT

AF4/FMR2 family member (AFF) proteins are a group of transcriptional regulators that can regulate gene transcription and play an important role in cellular physiological processes such as proliferation and differentiation. The transcriptome data of the lamprey spinal cord injury were analyzed in previous research. We then identified a hub gene, Lr-AFF3, from this dataset. Phylogenetic tree analysis determined the evolutionary relationships of the AFF gene family across different species. In addition, analysis of motifs, domains, and 3D structures further confirmed the conservatism of the AFF gene family. In particular, the gene structure of the AFF3 gene was not conserved, possibly because of intron insertion. It was also found that the neighboring genes of the Lr-AFF3 gene had a higher diversity than that in jawed vertebrates through synteny analysis. The results of the MTT and EdU experiments showed that the C-terminal homology domain (CHD) and N-terminal homology domain (NHD) of Lr-AFF3 promoted cell proliferation. In summary, our research will not only provide new insights into the origin and evolution of the AFF gene family in different species, but also provide new clues for the functions of Lr_AFF3.


Subject(s)
Cell Proliferation , Evolution, Molecular , Lampreys , Phylogeny , Animals , Lampreys/genetics , Lampreys/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , Transcription Factors/chemistry , Fish Proteins/genetics , Fish Proteins/metabolism , Fish Proteins/chemistry , Multigene Family
7.
Int J Biol Macromol ; 271(Pt 1): 132627, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38797290

ABSTRACT

Melanins are dark-brown to black-colored biomacromolecules which have been thoroughly studied in animals and microorganisms. However, the biochemical and molecular basis of plant melanins are poorly understood. We first characterized melanin from the black radish (Raphanus sativus var. niger) 'HLB' through spectroscopic techniques. p-Coumaric acid was identified as the main precursor of radish melanin. Moreover, a joint analysis of transcriptome and coexpression network was performed for the two radish accessions with black and white cortexes, 'HLB' and '55'. A set of R2R3-type RsMYBs and enzyme-coding genes exhibited a coexpression pattern, and were strongly correlated with melanin formation in radish. Transient overexpression of two phenol oxidases RsLAC7 (laccase 7) or RsPOD22-1 (peroxidase 22-1) resulted in a deeper brown color around the infiltration sites and a significant increase in the total phenol content. Furthermore, co-injection of the transcriptional activator RsMYB48/RsMYB97 with RsLAC7 and/or RsPOD22-1, markedly increased the yield of black extracts. Spectroscopic analyses revealed that these extracts are similar to the melanin found in 'HLB'. Our findings advance the understanding of structural information and the transcriptional regulatory mechanism underlying melanin formation in radish.


Subject(s)
Gene Expression Regulation, Plant , Melanins , Monophenol Monooxygenase , Raphanus , Raphanus/genetics , Raphanus/metabolism , Melanins/metabolism , Monophenol Monooxygenase/genetics , Monophenol Monooxygenase/metabolism , Transcriptome , Gene Expression Profiling , Plant Proteins/genetics , Plant Proteins/metabolism , Plant Proteins/chemistry , Transcription Factors/genetics , Transcription Factors/metabolism , Transcription Factors/chemistry , Coumaric Acids/metabolism
8.
Trends Cell Biol ; 34(7): 566-577, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38806345

ABSTRACT

Biomolecular condensates, the membraneless cellular compartments formed by liquid-liquid phase separation (LLPS), represent an important mechanism for physiological and tumorigenic processes. Recent studies have advanced our understanding of how these condensates formed in the cytoplasm or nucleus regulate Hippo signaling, a central player in organogenesis and tumorigenesis. Here, we review recent findings on the dynamic formation and function of biomolecular condensates in regulating the Hippo-yes-associated protein (YAP)/transcription coactivator with PDZ-binding motif (TAZ) signaling pathway under physiological and pathological processes. We further discuss how the nuclear condensates of YAP- or TAZ-fusion oncoproteins compartmentalize crucial transcriptional co-activators and alter chromatin architecture to promote oncogenic programs. Finally, we highlight key questions regarding how these findings may pave the way for novel therapeutics to target cancer.


Subject(s)
Hippo Signaling Pathway , Neoplasms , Protein Serine-Threonine Kinases , Signal Transduction , Transcription Factors , Humans , Neoplasms/metabolism , Neoplasms/pathology , Protein Serine-Threonine Kinases/metabolism , Transcription Factors/metabolism , Transcription Factors/chemistry , Animals , Adaptor Proteins, Signal Transducing/metabolism , Adaptor Proteins, Signal Transducing/chemistry , YAP-Signaling Proteins/metabolism , Transcriptional Coactivator with PDZ-Binding Motif Proteins/metabolism
9.
Int J Biol Macromol ; 270(Pt 2): 132519, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38768919

ABSTRACT

The Lrp/AsnC family of transcriptional regulators is commonly found in prokaryotes and is associated with the regulation of amino acid metabolism. However, it remains unclear how the L-cysteine-responsive Lrp/AsnC family regulator perceives and responds to L-cysteine. Here, we try to elucidate the molecular mechanism of the L-cysteine-responsive transcriptional regulator. Through 5'RACE and EMSA, we discovered a 15 bp incompletely complementary pair palindromic sequence essential for DecR binding, which differed slightly from the binding sequence of other Lrp/AsnC transcription regulators. Using alanine scanning, we identified the L-cysteine binding site on DecR and found that different Lrp/AsnC regulators adjust their binding pocket's side-chain residues to accommodate their specific effector. MD simulations were then conducted to explore how ligand binding influences the allosteric behavior of the protein. PCA and in silico docking revealed that ligand binding induced perturbations in the linker region, triggering conformational alterations and leading to the relocalization of the DNA-binding domains, enabling the embedding of the DNA-binding region of DecR into the DNA molecule, thereby enhancing DNA-binding affinity. Our findings can broaden the understanding of the recognition and regulatory mechanisms of the Lrp/AsnC-type transcription factors, providing a theoretical basis for further investigating the molecular mechanisms of other transcription factors.


Subject(s)
Bacterial Proteins , Cysteine , Protein Binding , Cysteine/chemistry , Cysteine/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/metabolism , Bacterial Proteins/genetics , Binding Sites , Transcription Factors/metabolism , Transcription Factors/chemistry , Transcription Factors/genetics , Molecular Dynamics Simulation , Molecular Docking Simulation , Leucine-Responsive Regulatory Protein/metabolism , Leucine-Responsive Regulatory Protein/chemistry , Leucine-Responsive Regulatory Protein/genetics
10.
Nat Commun ; 15(1): 4496, 2024 May 27.
Article in English | MEDLINE | ID: mdl-38802383

ABSTRACT

Titin N2B unique sequence (N2B-us) is a 572 amino acid sequence that acts as an elastic spring to regulate muscle passive elasticity. It is thought to lack stable tertiary structures and is a force-bearing region that is regulated by mechanical stretching. In this study, the conformation of N2B-us and its interaction with four-and-a-half LIM domain protein 2 (FHL2) are investigated using AlphaFold2 predictions and single-molecule experimental validation. Surprisingly, a stable alpha/beta structural domain is predicted and confirmed in N2B-us that can be mechanically unfolded at forces of a few piconewtons. Additionally, more than twenty FHL2 LIM domain binding sites are predicted to spread throughout N2B-us. Single-molecule manipulation experiments reveals the force-dependent binding of FHL2 to the N2B-us structural domain. These findings provide insights into the mechano-sensing functions of N2B-us and its interactions with FHL2.


Subject(s)
Connectin , LIM-Homeodomain Proteins , Protein Binding , Protein Domains , Transcription Factors , LIM-Homeodomain Proteins/metabolism , LIM-Homeodomain Proteins/chemistry , LIM-Homeodomain Proteins/genetics , Connectin/metabolism , Connectin/chemistry , Connectin/genetics , Transcription Factors/metabolism , Transcription Factors/chemistry , Transcription Factors/genetics , Binding Sites , Humans , Animals , Muscle Proteins/metabolism , Muscle Proteins/chemistry , Muscle Proteins/genetics , Amino Acid Sequence
11.
Int J Mol Sci ; 25(10)2024 May 14.
Article in English | MEDLINE | ID: mdl-38791396

ABSTRACT

The Hippo pathway controls organ size and homeostasis and is linked to numerous diseases, including cancer. The transcriptional enhanced associate domain (TEAD) family of transcription factors acts as a receptor for downstream effectors, namely yes-associated protein (YAP) and transcriptional co-activator with PDZ-binding motif (TAZ), which binds to various transcription factors and is essential for stimulated gene transcription. YAP/TAZ-TEAD facilitates the upregulation of multiple genes involved in evolutionary cell proliferation and survival. TEAD1-4 overexpression has been observed in different cancers in various tissues, making TEAD an attractive target for drug development. The central drug-accessible pocket of TEAD is crucial because it undergoes a post-translational modification called auto-palmitoylation. Crystal structures of the C-terminal TEAD complex with small molecules are available in the Protein Data Bank, aiding structure-based drug design. In this study, we utilized the fragment molecular orbital (FMO) method, molecular dynamics (MD) simulations, shape-based screening, and molecular mechanics-generalized Born surface area (MM-GBSA) calculations for virtual screening, and we identified a novel non-covalent inhibitor-BC-001-with IC50 = 3.7 µM in a reporter assay. Subsequently, we optimized several analogs of BC-001 and found that the optimized compound BC-011 exhibited an IC50 of 72.43 nM. These findings can be used to design effective TEAD modulators with anticancer therapeutic implications.


Subject(s)
Molecular Dynamics Simulation , TEA Domain Transcription Factors , Transcription Factors , Humans , Transcription Factors/metabolism , Transcription Factors/antagonists & inhibitors , Transcription Factors/chemistry , Binding Sites , Drug Discovery/methods , Protein Binding , Molecular Docking Simulation , Drug Design
12.
Acta Crystallogr F Struct Biol Commun ; 80(Pt 6): 125-134, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38818823

ABSTRACT

The RSF complex belongs to the ISWI chromatin-remodeling family and is composed of two subunits: RSF1 (remodeling and spacing factor 1) and SNF2h (sucrose nonfermenting protein 2 homolog). The RSF complex participates in nucleosome spacing and assembly, and subsequently promotes nucleosome maturation. Although SNF2h has been extensively studied in the last few years, the structural and functional properties of the remodeler RSF1 still remain vague. Here, a cryo-EM structure of the RSF-nucleosome complex is reported. The 3D model shows a two-lobe architecture of RSF, and the structure of the RSF-nucleosome (flanked with linker DNA) complex shows that the RSF complex moves the DNA away from the histone octamer surface at the DNA-entry point. Additionally, a nucleosome-sliding assay and a restriction-enzyme accessibility assay show that the RSF1 subunit may cause changes in the chromatin-remodeling properties of SNF2h. As a `nucleosome ruler', the results of an RSF-dinucleosome binding affinity test led to the proposal that the critical distance that RSF `measures' between two nucleosomes is about 24 base pairs.


Subject(s)
Chromatin Assembly and Disassembly , Cryoelectron Microscopy , DNA-Binding Proteins , Nucleosomes , Cryoelectron Microscopy/methods , Nucleosomes/chemistry , Nucleosomes/metabolism , Nucleosomes/ultrastructure , DNA-Binding Proteins/chemistry , DNA-Binding Proteins/metabolism , Models, Molecular , Protein Binding , Nuclear Proteins/chemistry , Nuclear Proteins/metabolism , Nuclear Proteins/genetics , DNA/chemistry , DNA/metabolism , Histones/chemistry , Histones/metabolism , Histones/genetics , Humans , Transcription Factors/chemistry , Transcription Factors/metabolism , Transcription Factors/genetics , Adenosine Triphosphatases , Chromosomal Proteins, Non-Histone , Trans-Activators
13.
Proc Natl Acad Sci U S A ; 121(20): e2318855121, 2024 May 14.
Article in English | MEDLINE | ID: mdl-38709926

ABSTRACT

TipA, a MerR family transcription factor from Streptomyces lividans, promotes antibiotic resistance by sequestering broad-spectrum thiopeptide-based antibiotics, thus counteracting their inhibitory effect on ribosomes. TipAS, a minimal binding motif which is expressed as an isoform of TipA, harbors a partially disordered N-terminal subdomain that folds upon binding multiple antibiotics. The extent and nature of the underlying molecular heterogeneity in TipAS that shapes its promiscuous folding-function landscape is an open question and is critical for understanding antibiotic-sequestration mechanisms. Here, combining equilibrium and time-resolved experiments, statistical modeling, and simulations, we show that the TipAS native ensemble exhibits a pre-equilibrium between binding-incompetent and binding-competent substates, with the fully folded state appearing only as an excited state under physiological conditions. The binding-competent state characterized by a partially structured N-terminal subdomain loses structure progressively in the physiological range of temperatures, swells on temperature increase, and displays slow conformational exchange across multiple conformations. Binding to the bactericidal antibiotic thiostrepton follows a combination of induced-fit and conformational-selection-like mechanisms, via partial binding and concomitant stabilization of the binding-competent substate. These ensemble features are evolutionarily conserved across orthologs from select bacteria that infect humans, underscoring the functional role of partial disorder in the native ensemble of antibiotic-sequestering proteins belonging to the MerR family.


Subject(s)
Anti-Bacterial Agents , Bacterial Proteins , Protein Folding , Anti-Bacterial Agents/metabolism , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/chemistry , Bacterial Proteins/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Streptomyces lividans/metabolism , Streptomyces lividans/genetics , Protein Binding , Protein Conformation , Models, Molecular , Transcription Factors/metabolism , Transcription Factors/chemistry
14.
Protein Sci ; 33(6): e5012, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38723180

ABSTRACT

The enormous LysR-type transcriptional regulators (LTTRs), which are diversely distributed amongst prokaryotes, play crucial roles in transcription regulation of genes involved in basic metabolic pathways, virulence and stress resistance. However, the precise transcription activation mechanism of these genes by LTTRs remains to be explored. Here, we determine the cryo-EM structure of a LTTR-dependent transcription activation complex comprising of Escherichia coli RNA polymerase (RNAP), an essential LTTR protein GcvA and its cognate promoter DNA. Structural analysis shows two N-terminal DNA binding domains of GcvA (GcvA_DBD) dimerize and engage the GcvA activation binding sites, presenting the -35 element for specific recognition with the conserved σ70R4. In particular, the versatile C-terminal domain of α subunit of RNAP directly interconnects with GcvA_DBD, σ70R4 and promoter DNA, providing more interfaces for stabilizing the complex. Moreover, molecular docking supports glycine as one potential inducer of GcvA, and single molecule photobleaching experiments kinetically visualize the occurrence of tetrameric GcvA-engaged transcription activation complex as suggested for the other LTTR homologs. Thus, a general model for tetrameric LTTR-dependent transcription activation is proposed. These findings will provide new structural and functional insights into transcription activation of the essential LTTRs.


Subject(s)
DNA-Directed RNA Polymerases , Escherichia coli , Transcriptional Activation , Escherichia coli/genetics , Escherichia coli/metabolism , DNA-Directed RNA Polymerases/metabolism , DNA-Directed RNA Polymerases/chemistry , DNA-Directed RNA Polymerases/genetics , Bacterial Proteins/chemistry , Bacterial Proteins/metabolism , Bacterial Proteins/genetics , Promoter Regions, Genetic , Cryoelectron Microscopy , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/metabolism , Escherichia coli Proteins/genetics , Transcription Factors/chemistry , Transcription Factors/metabolism , Transcription Factors/genetics , Models, Molecular , Molecular Docking Simulation , Gene Expression Regulation, Bacterial , Protein Multimerization , Binding Sites
15.
J Cell Biol ; 223(6)2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38767621

ABSTRACT

In this issue, the discovery by Yang et al. (https://doi.org/10.1083/jcb.202308013) that folded WW domains of YAP1 and other proteins bind to Impα introduces a new class of globular NLS, contrasting with the extensively studied linear NLS motifs. This finding underscores the versatility of importins in recognizing their cargo proteins.


Subject(s)
Nuclear Localization Signals , Humans , Nuclear Localization Signals/metabolism , WW Domains/genetics , alpha Karyopherins/metabolism , alpha Karyopherins/genetics , alpha Karyopherins/chemistry , Protein Binding , Adaptor Proteins, Signal Transducing/metabolism , Adaptor Proteins, Signal Transducing/chemistry , Adaptor Proteins, Signal Transducing/genetics , Transcription Factors/metabolism , Transcription Factors/genetics , Transcription Factors/chemistry , YAP-Signaling Proteins/metabolism
16.
J Chem Inf Model ; 64(10): 4322-4333, 2024 May 27.
Article in English | MEDLINE | ID: mdl-38733561

ABSTRACT

Revealing the mechanisms that influence transcription factor binding specificity is the key to understanding gene regulation. In previous studies, DNA double helix structure and one-hot embedding have been used successfully to design computational methods for predicting transcription factor binding sites (TFBSs). However, DNA sequence as a kind of biological language, the method of word embedding representation in natural language processing, has not been considered properly in TFBS prediction models. In our work, we integrate different types of features of DNA sequence to design a multichanneled deep learning framework, namely MulTFBS, in which independent one-hot encoding, word embedding encoding, which can incorporate contextual information and extract the global features of the sequences, and double helix three-dimensional structural features have been trained in different channels. To extract sequence high-level information effectively, in our deep learning framework, we select the spatial-temporal network by combining convolutional neural networks and bidirectional long short-term memory networks with attention mechanism. Compared with six state-of-the-art methods on 66 universal protein-binding microarray data sets of different transcription factors, MulTFBS performs best on all data sets in the regression tasks, with the average R2 of 0.698 and the average PCC of 0.833, which are 5.4% and 3.2% higher, respectively, than the suboptimal method CRPTS. In addition, we evaluate the classification performance of MulTFBS for distinguishing bound or unbound regions on TF ChIP-seq data. The results show that our framework also performs well in the TFBS classification tasks.


Subject(s)
Transcription Factors , Transcription Factors/metabolism , Transcription Factors/chemistry , Binding Sites , Deep Learning , DNA/chemistry , DNA/metabolism , Computational Biology/methods , Neural Networks, Computer
17.
J Infect Public Health ; 17(7): 102448, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38815532

ABSTRACT

BACKGROUND: Influenza A virus causes severe respiratory illnesses, especially in developing nations where most child deaths under 5 occur due to lower respiratory tract infections. The RIG-I protein acts as a sensor for viral dsRNA, triggering interferon production through K63-linked poly-ubiquitin chains synthesized by TRIM25. However, the influenza A virus's NS1 protein hinders this process by binding to TRIM25, disrupting its association with RIG-I and preventing downstream interferon signalling, contributing to the virus's evasion of the immune response. METHODS: In our study we used structural-based drug designing, molecular simulation, and binding free energy approaches to identify the potent phytocompounds from various natural product databases (>100,000 compounds) able to inhibit the binding of NS1 with the TRIM25. RESULTS: The molecular screening identified EA-8411902 and EA-19951545 from East African Natural Products Database, NA-390261 and NA-71 from North African Natural Products Database, SA-65230 and SA- 4477104 from South African Natural Compounds Database, NEA- 361 and NEA- 4524784 from North-East African Natural Products Database, TCM-4444713 and TCM-6056 from Traditional Chinese Medicines Database as top hits. The molecular docking and binding free energies results revealed that these compounds have high affinity with the specific active site residues (Leu95, Ser99, and Tyr89) involved in the interaction with TRIM25. Additionally, analysis of structural dynamics, binding free energy, and dissociation constants demonstrates a notably stronger binding affinity of these compounds with the NS1 protein. Moreover, all selected compounds exhibit exceptional ADMET properties, including high water solubility, gastrointestinal absorption, and an absence of hepatotoxicity, while adhering to Lipinski's rule. CONCLUSION: Our molecular simulation findings highlight that the identified compounds demonstrate high affinity for specific active site residues involved in the NS1-TRIM25 interaction, exhibit exceptional ADMET properties, and adhere to drug-likeness criteria, thus presenting promising candidates for further development as antiviral agents against influenza A virus infections.


Subject(s)
Molecular Docking Simulation , Protein Binding , Tripartite Motif Proteins , Ubiquitin-Protein Ligases , Viral Nonstructural Proteins , Tripartite Motif Proteins/metabolism , Tripartite Motif Proteins/genetics , Tripartite Motif Proteins/chemistry , Viral Nonstructural Proteins/chemistry , Viral Nonstructural Proteins/metabolism , Viral Nonstructural Proteins/genetics , Humans , Ubiquitin-Protein Ligases/metabolism , Transcription Factors/metabolism , Transcription Factors/genetics , Transcription Factors/chemistry , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , Influenza A virus/drug effects , Influenza A virus/immunology , Phytochemicals/pharmacology , Phytochemicals/chemistry , Drug Design , Drug Evaluation, Preclinical
18.
J Chem Inf Model ; 64(10): 4002-4008, 2024 May 27.
Article in English | MEDLINE | ID: mdl-38798191

ABSTRACT

Transcription factors (TFs) are important regulatory elements for vital cellular activities, and the identification of transcription factor binding sites (TFBS) can help to explore gene regulatory mechanisms. Research studies have proved that cfDNA (cell-free DNA) shows relatively higher coverage at TFBS due to the protection by TF from degradation by nucleases and short fragments of cfDNA are enriched in TFBS. However, there are still great difficulties in the noninvasive identification of TFBSs from experimental techniques. In this study, we propose a deep learning-based approach that can noninvasively predict TFBSs of cfDNA by learning sequence information from known TFBSs through convolutional neural networks. Under the addition of long short-term memory, our model achieved an area under the curve of 84%. Based on this model to predict cfDNA, we found consistent motifs in cfDNA fragments and lower coverage occurred upstream and downstream of these cfDNA fragments, which is consistent with a previous study. We also found that the binding sites of the same TF differ in different cell lines. TF-specific target genes were detected from cfDNA and were enriched in cancer-related pathways. In summary, our method of locating TFBSs from plasma has the potential to reflect the intrinsic regulatory mechanism from a noninvasive perspective and provide technical guidance for dynamic monitoring of disease in clinical practice.


Subject(s)
Cell-Free Nucleic Acids , Deep Learning , Transcription Factors , Transcription Factors/metabolism , Transcription Factors/chemistry , Binding Sites , Humans , Cell-Free Nucleic Acids/metabolism , Cell-Free Nucleic Acids/chemistry , DNA/metabolism , DNA/chemistry
19.
Adv Biol (Weinh) ; 8(5): e2300545, 2024 05.
Article in English | MEDLINE | ID: mdl-38574244

ABSTRACT

HapX and SreA are transcription factors that regulate the response of the fungus Aspergillus fumigatus to the availability of iron. During iron starvation, HapX represses genes involved in iron consuming pathways and upon a shift to iron excess, HapX activates these same genes. SreA blocks the expression of genes needed for iron uptake during periods of iron availability. Both proteins possess cysteine-rich regions (CRR) that are hypothesized to be necessary for the sensing of iron levels. However, the contribution of each of these domains to the function of the protein has remained unclear. Here, the ability of peptide analogs of each CRR is determined to bind an iron-sulfur cluster in vitro. UV-vis and resonance Raman (RR) spectroscopies reveal that each CRR is capable of coordinating a [2Fe-2S] cluster with comparable affinities. The iron-sulfur cluster coordinated to the CRR-B domain of HapX displays particularly high stability. The data are consistent with HapX and SreA mediating responses to cellular iron levels through the direct coordination of [2Fe-2S] clusters. The high stability of the CRR-B peptide may also find use as a starting point for the development of new green catalysts.


Subject(s)
Cysteine , Fungal Proteins , Iron-Sulfur Proteins , Peptides , Iron-Sulfur Proteins/metabolism , Iron-Sulfur Proteins/chemistry , Iron-Sulfur Proteins/genetics , Cysteine/metabolism , Cysteine/chemistry , Peptides/metabolism , Peptides/chemistry , Fungal Proteins/metabolism , Fungal Proteins/chemistry , Fungal Proteins/genetics , Aspergillus fumigatus/metabolism , Aspergillus fumigatus/chemistry , Aspergillus fumigatus/genetics , Iron/metabolism , Protein Binding , Spectrum Analysis, Raman , Transcription Factors/metabolism , Transcription Factors/chemistry , Transcription Factors/genetics
20.
Dev Genes Evol ; 234(1): 21-32, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38616194

ABSTRACT

Dmrt (doublesex and mab-3 related transcription factor) is a protein family of transcription factors implicated in sexual regulation. Dmrt proteins are widely conserved and known for their involvement in sex determination and differentiation across species, from invertebrates to humans. In this study, we identified a novel gene with a DM (doublesex/Mab-3)-domain gene in the river prawn, Macrobrachium nipponense, which we named MniDmrt1B due to its similarities and close phylogenetic relationship with Dmrt1B in Macrobrachium rosenbergii. Through amino acid alignments and structural predictions, we observed conservation and identified putative active sites within the DM domain. qRT-PCR analysis revealed that MniDmrt1B exhibited high expression levels in the testis, with consistently higher expression in males compared to females during development. Additionally, similar to other sex-regulated genes, the MniDmrt1B gene exhibited high expression levels during the sex differentiation-sensitive periods in M. nipponense. These results strongly indicated that MniDmrt1B probably plays an important role in testis development and sex differentiation in M. nipponense.


Subject(s)
Palaemonidae , Phylogeny , Testis , Transcription Factors , Animals , Palaemonidae/genetics , Palaemonidae/growth & development , Palaemonidae/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , Transcription Factors/chemistry , Male , Female , Testis/metabolism , Sex Differentiation/genetics , Amino Acid Sequence , Arthropod Proteins/genetics , Arthropod Proteins/metabolism , Arthropod Proteins/chemistry , Gene Expression Regulation, Developmental , Sequence Alignment
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