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Collagen hydrolysis, catalyzed by Zn(II)-dependent matrix metalloproteinases (MMPs), is a critical physiological process. Despite previous computational investigations into the catalytic mechanisms of MMP-mediated collagenolysis, a significant knowledge gap in understanding remains regarding the influence of conformational sampling and entropic contributions at physiological temperature on enzymatic collagenolysis. In our comprehensive multilevel computational study, employing quantum mechanics/molecular mechanics (QM/MM) metadynamics (MetD) simulations, we aimed to bridge this gap and provide valuable insights into the catalytic mechanism of MMP-1. Specifically, we compared the full enzyme-substrate complex in solution, clusters in solution, and gas-phase to elucidate insights into MMP-1-catalyzed collagenolysis. Our findings reveal significant differences in the catalytic mechanism when considering thermal effects and the dynamic evolution of the system, contrasting with conventional static potential energy surface QM/MM reaction path studies. Notably, we observed a significant stabilization of the critical tetrahedral intermediate, attributed to contributions from conformational flexibility and entropy. Moreover, we found that protonation of the scissile bond nitrogen occurs via proton transfer from a Zn(II)-coordinated hydroxide rather than from a solvent water molecule. Following C-N bond cleavage, the C-terminus remains coordinated to the catalytic Zn(II), while the N-terminus forms a hydrogen bond with a solvent water molecule. Subsequently, the release of the C-terminus is facilitated by the coordination of a water molecule. Our study underscores the pivotal role of protein conformational dynamics at physiological temperature in stabilizing the transition state of the rate-limiting step and key intermediates, compared to the corresponding reaction in solution. These fundamental insights into the mechanism of collagen degradation provide valuable guidance for the development of MMP-1-specific inhibitors.
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Colágeno , Metaloproteinase 1 da Matriz , Simulação de Dinâmica Molecular , Zinco , Zinco/metabolismo , Zinco/química , Metaloproteinase 1 da Matriz/química , Metaloproteinase 1 da Matriz/metabolismo , Colágeno/metabolismo , Colágeno/química , Humanos , Hidrólise , Catálise , Teoria Quântica , Conformação Proteica , BiocatáliseRESUMO
The opioid crisis in the United States is a significant public health issue, with a nearly threefold increase in opioid-related fatalities between 1999 and 2014. In response to this crisis, society has made numerous efforts to mitigate its impact. Recent advancements in understanding the structural intricacies of the κ opioid receptor (KOR) have improved our knowledge of how opioids interact with their receptors, triggering downstream signaling pathways that lead to pain relief. This review concentrates on the KOR, offering crucial structural insights into the binding mechanisms of both agonists and antagonists to the receptor. Through comparative analysis of the atomic details of the binding site, distinct interactions specific to agonists and antagonists have been identified. These insights not only enhance our understanding of ligand binding mechanisms but also shed light on potential pathways for developing new opioid analgesics with an improved risk-benefit profile.
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Analgésicos Opioides , Receptores Opioides kappa , Receptores Opioides kappa/metabolismo , Receptores Opioides kappa/química , Humanos , Analgésicos Opioides/química , Analgésicos Opioides/farmacologia , Animais , Sítios de Ligação , Ligantes , Transdução de Sinais/efeitos dos fármacos , Ligação Proteica , Relação Estrutura-Atividade , Antagonistas de Entorpecentes/química , Dor/tratamento farmacológico , Dor/metabolismoRESUMO
Biocatalytic C-H oxidation reactions are of important synthetic utility, provide a sustainable route for selective synthesis of important organic molecules, and are an integral part of fundamental cell processes. The multidomain non-heme Fe(ii)/2-oxoglutarate (2OG) dependent oxygenase AspH catalyzes stereoselective (3R)-hydroxylation of aspartyl- and asparaginyl-residues. Unusually, compared to other 2OG hydroxylases, crystallography has shown that AspH lacks the carboxylate residue of the characteristic two-His-one-Asp/Glu Fe-binding triad. Instead, AspH has a water molecule that coordinates Fe(ii) in the coordination position usually occupied by the Asp/Glu carboxylate. Molecular dynamics (MD) and quantum mechanics/molecular mechanics (QM/MM) studies reveal that the iron coordinating water is stabilized by hydrogen bonding with a second coordination sphere (SCS) carboxylate residue Asp721, an arrangement that helps maintain the six coordinated Fe(ii) distorted octahedral coordination geometry and enable catalysis. AspH catalysis follows a dioxygen activation-hydrogen atom transfer (HAT)-rebound hydroxylation mechanism, unusually exhibiting higher activation energy for rebound hydroxylation than for HAT, indicating that the rebound step may be rate-limiting. The HAT step, along with substrate positioning modulated by the non-covalent interactions with SCS residues (Arg688, Arg686, Lys666, Asp721, and Gln664), are essential in determining stereoselectivity, which likely proceeds with retention of configuration. The tetratricopeptide repeat (TPR) domain of AspH influences substrate binding and manifests dynamic motions during catalysis, an observation of interest with respect to other 2OG oxygenases with TPR domains. The results provide unique insights into how non-heme Fe(ii) oxygenases can effectively catalyze stereoselective hydroxylation using only two enzyme-derived Fe-ligating residues, potentially guiding enzyme engineering for stereoselective biocatalysis, thus advancing the development of non-heme Fe(ii) based biomimetic C-H oxidation catalysts, and supporting the proposal that the 2OG oxygenase superfamily may be larger than once perceived.
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The recent WHO classification of female genital tracts recommends cervical carcinomas to be further subtyped as HPV-associated and HPV-independent and accepted p16 immunoreactivity as a surrogate biomarker for HPV testing. This paper presents the clinicopathological spectrum of cervical carcinomas in correlation with p16 immunoreactivity. Aims and Objectives: This study aims to evaluate the immunoreactivity of p16 in cervical carcinoma, subtype them into HPV-associated and HPV-independent based on p16 immunoreactivity, and correlate them with clinicopathological features. Design: A hospital-based retrospective study of one-year duration was done after ethics approval. A total of 124 cases were identified, and various parameters like the presence of mitosis, lymphovascular invasion, tumor budding, tumor-infiltrating lymphocytes, the pattern of stromal invasion, and the pattern of necrosis were recorded and graded. Immunohistochemistry (IHC) with p16 marker was done in 40 cases, and immunoreactivity was correlated with clinical and histopathological parameters. Statistical Analysis: Multivariate analysis was done with Fisher's exact test, and a P value of <0.05 was considered significant. Results: P16 was positive in 36 out of 40 cases which included 35 cases of squamous cell carcinoma (SCC) (keratinizing-14 out of 35 SCC, 11 positive out of these 14, non-keratinizing-21 out of 35 SCC, 20 positive, out of these 21), two cases of adenocarcinoma (both positive), two cases of adenosquamous carcinoma (both positive), and one case of small cell neuroendocrine carcinoma (positive). p16 negative in four cases (10%) (keratinizing type-3, non-keratinizing-1). P value was significant for HPV-independent carcinoma and keratinizing SCC morphology. The P value was not significant when p16 positivity with other parameters. Conclusion: HPV-associated were 90%, HPV-independent were 10%.
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Carcinoma de Células Escamosas , Infecções por Papillomavirus , Feminino , Humanos , Biomarcadores Tumorais/análise , Carcinoma de Células Escamosas/patologia , Inibidor p16 de Quinase Dependente de Ciclina , Imuno-Histoquímica , Estudos RetrospectivosRESUMO
Human matrix metalloproteinase-1 (MMP-1) is a zinc(II)-dependent enzyme that catalyzes collagenolysis. Despite the availability of extensive experimental data, the mechanism of MMP-1-catalyzed collagenolysis remains poorly understood due to the lack of experimental structure of a catalytically productive enzyme-substrate complex of MMP-1. In this study, we apply molecular dynamics and combined quantum mechanics/molecular mechanics to reveal the reaction mechanism of MMP-1 based on a computationally modeled structure of the catalytically competent complex of MMP-1 that contains a large triple-helical peptide substrate. Our proposed mechanism involves the participation of an auxiliary (second) water molecule (wat2) in addition to the zinc(II)-coordinated water (wat1). The reaction initiates through a proton transfer to Glu219, followed by a nucleophilic attack by a zinc(II)-coordinated hydroxide anion nucleophile at the carbonyl carbon of the scissile bond, leading to the formation of a tetrahedral intermediate (IM2). The process continues with a hydrogen-bond rearrangement to facilitate proton transfer from wat2 to the amide nitrogen of the scissile bond and, finally, C-N bond cleavage. The calculations indicate that the rate-determining step is the water-mediated nucleophilic attack with an activation energy barrier of 22.3 kcal/mol. Furthermore, the calculations show that the hydrogen-bond rearrangement/proton-transfer step can proceed in a consecutive or concerted manner, depending on the conformation of the tetrahedral intermediate, with the consecutive mechanism being energetically preferable. Overall, the study reveals the crucial role of a second water molecule and the dynamics for effective MMP-1-catalyzed collagenolysis.
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Metaloproteinase 1 da Matriz , Zinco , Humanos , Hidrólise , Metaloproteinase 1 da Matriz/química , Zinco/química , Prótons , Simulação de Dinâmica Molecular , Colágeno , Água , CatáliseRESUMO
An electrocardiogram (ECG) plays a crucial role in identifying and classifying cardiac arrhythmia. Traditional methods employ handcrafted features, and more recently, deep learning methods use convolution and recursive structures to classify heart signals. Considering the time sequence nature of the ECG signal, a transformer-based model with its high parallelism is proposed to classify ECG arrhythmia. The DistilBERT transformer model, pre-trained for natural language processing tasks, is used in the proposed work. The signals are denoised and then segmented around the R peak and oversampled to get a balanced dataset. The input embedding step is skipped, and only positional encoding is done. The final probabilities are obtained by adding a classification head to the transformer encoder output. The experiments on the MIT-BIH dataset show that the suggested model is excellent in classifying various arrhythmias. The model achieved 99.92% accuracy, 0.99 precision, sensitivity, and F1 score on the augmented dataset with a ROC-AUC score of 0.999.
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Arritmias Cardíacas , Eletrocardiografia , Humanos , Frequência Cardíaca , Arritmias Cardíacas/diagnóstico , Algoritmos , Processamento de Sinais Assistido por ComputadorRESUMO
The front cover artwork is provided by Dr. Karabencheva-Christova's group at Michigan Technological University. The images show the initially formed and the catalytically productive conformations of MMP-1 complex with the Triple Helical Peptide (THP), the free energy profile connecting them as well as the coordination geometry of the catalytic zinc (II). The background shows the collagen macromolecule. Read the full text of the Research Article at 10.1002/cphc.202200649.
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Metalloproteinase-1 (MMP-1) catalyzed collagen degradation is essential for a wide variety of normal physiological processes, while at the same time contributing to several diseases in humans. Therefore, a comprehensive understanding of this process is of great importance. Although crystallographic and spectroscopic studies provided fundamental information about the structure and function of MMP-1, the precise mechanism of collagen degradation especially considering the complex and flexible structure of the substrate, remains poorly understood. In addition, how the protein environment dynamically reorganizes at the atomic scale into a catalytically active state capable of collagen hydrolysis remains unknown. In this study, we applied experimentally-guided multiscale molecular modeling methods including classical molecular dynamics (MD), well-tempered (WT) classical metadynamics (MetD), combined quantum mechanics/molecular mechanics (QM/MM) MD and QM/MM MetD simulations to explore and characterize the early catalytic events of MMP-1 collagenolysis. Importantly the study provided a complete atomic and dynamic description of the transition from the open to the closed form of the MMP-1â¢THP complex. Notably, the formation of catalytically active Michaelis complex competent for collagen cleavage was characterized. The study identified the changes in the coordination state of the catalytic zinc(II) associated with the conformational transformation and the formation of catalytically productive ES complex. Our results confirm the essential role of the MMP-1 catalytic domain's α-helices (hA, hB and hC) and the linker region in the transition to the catalytically competent ES complex. Overall, the results provide unique mechanistic insight into the conformational transformations and associated changes in the coordination state of the catalytic zinc(II) that would be important for the design of effective MMP-1 inhibitors.
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Metaloproteinase 1 da Matriz , Simulação de Dinâmica Molecular , Humanos , Metaloproteinase 1 da Matriz/química , Colágeno/química , Colágeno/metabolismo , Hidrólise , CatáliseRESUMO
Methylation of cytosine bases is strongly linked to gene expression, imprinting, aging, and carcinogenesis. The Ten-eleven translocation (TET) family of enzymes, which are Fe(II)/2-oxoglutarate (2OG)-dependent enzymes, employ Fe(IV)=O species to dealkylate the lesioned bases to an unmodified cytosine. Recently, it has been shown that the TET2 enzyme can catalyze promiscuously DNA substrates containing unnatural alkylated cytosine. Such unnatural substrates of TET can be used as direct probes for measuring the TET activity or capturing TET from cellular samples. Herein, we studied the catalytic mechanisms during the oxidation of the unnatural C5-position modifications (5-ethylcytosine (5eC), 5-vinylcytosine (5vC) and 5-ethynylcytosine (5eyC)) and the demethylation of N4-methylated lesions (4-methylcytosine (4mC) and 4,4-dimethylcytosine(4dmC)) of the cytosine base by the TET2 enzyme using molecular dynamics (MD) and combined quantum mechanics and molecular mechanics (QM/MM) computational approaches. The results reveal that the chemical nature of the alkylation of the double-stranded (ds) DNA substrates induces distinct changes in the interactions in the binding site, the second coordination sphere, and long-range correlated motions of the ES complexes. The rate-determining hydrogen atom transfer (HAT) is faster in N4-methyl substituent substrates than in the C5-alkylations. Importantly, the calculations show the preference of hydroxylation over desaturation in both 5eC and 5vC substrates. The studies elucidate the post-hydroxylation rearrangements of the hydroxylated intermediates of 5eyC and 5vC to ketene and 5-formylmethylcytosine (5fmC), respectively, and hydrolysis of hemiaminal intermediate of 4mC to formaldehyde and unmodified cytosine proceed exclusively in aqueous solution outside of the enzyme environment. Overall, the studies show that the chemical nature of the unnatural alkylated cytosine substrates exercises distinct effects on the binding interactions, reaction mechanism, and dynamics of TET2.
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Singlet fission (SF) is proposed as a promising method to circumvent the Shockley-Queisser threshold of single junction photovoltaics. Progress towards realizing efficient SF-based devices has been impeded by the fact that only a handful of molecules and their derivatives practically exhibit efficient SF. In the present work, we demonstrate a TDDFT-based rapid and cost-effective computational approach for designing SF chromophores by doping various atomic sites (substituting carbon atoms) of polycyclic aromatic hydrocarbons with nitrogen, phosphorus, and silicon. We establish a hitherto unexplored, direct correlation between the atom-specific chemical reactivity parameterâFukui functionâof these molecules with their frontier molecular orbital energies, diradical characters, and vertical singlet and triplet excitation energies. These quantitative correlations show exactly opposite trends for nitrogen-doped molecules and phosphorus- or silicon-doped molecules. The doped derivatives that have the Fukui function falling in a range of 0.03-0.14 possess the required intermediate diradical character and suitable singlet-triplet energies to qualify for SF candidature. Our findings enable one, at reasonable computational times and cost, to easily assess the doping criteria and to develop design rules for SF molecules in particular and for diradicaloids in general.
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Matrix metalloproteinases (MMPs) are Zn(II) dependent endopeptidases involved in the degradation of collagen. Unbalanced collagen breakdown results in numerous pathological conditions, including cardiovascular and neurodegenerative diseases and tumor growth and invasion. Matrix metalloproteinase-1 (MMP-1) is a member of the MMPs family. The enzyme contains catalytic and structural Zn(II) ions. Despite many studies on the enzyme, there is little known about the synergy between the two Zn(II) metal ions and the enzyme and substrate dynamics in MMP-1 structure-function relationships. We performed a computational study of the MMP-1â¢triple-helical peptide (THP) enzymeâ¢substrate complex to provide this missing insight. Our results revealed Zn(II) ions' importance in modulating the long-range correlated motions in the MMP-1â¢THP complex. Overall, our results reveal the importance of the catalytic Zn(II) and the role of the structural Zn(II) ion in preserving the integrity of the enzyme active site and the overall enzyme-substrate complex synergy with the dynamics of the enzyme and the substrate. Notably, both Zn(II) sites participate in diverse networks of long-range correlated motions that involve the CAT and HPX domains and the THP substrate, thus exercising a complex role in the stability and functionality of the MMP-1â¢THP complex. Both the Zn(II) ions have a distinct impact on the structural stability and dynamics of the MMP-1â¢THP complex. The study shifts the paradigm from the "local role" of the Zn(II) ions with knowledge about their essential role in the long-range dynamics and stability of the overall enzymeâ¢substrate (ES) complex.
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Colágeno/metabolismo , Metaloproteinases da Matriz/metabolismo , Simulação de Dinâmica Molecular , Zinco/metabolismo , Catálise , Colágeno/química , Íons/química , Íons/metabolismo , Metaloproteinases da Matriz/química , Especificidade por Substrato , Zinco/químicaRESUMO
Development of incisional hernia (IH) is multifactorial but inflammation and abdominal wall ECM (extracellular matrix) disorganization are key pathological events. We investigated if the differential expression of fibroblast biomarkers reflects the cellular milieu and the dysregulated ECM in IH tissues. Expression of fibroblast biomarkers, including connective tissue growth factor, alpha-smooth muscle actin (α-SMA), CD34 (cluster of differentiation 34), cadherin-11 and fibroblast specific protein 1 (FSP1), was examined by histology and immunofluorescence in the hernial-fascial ring/neck tissue (HRT) and hernia sack tissue (HST) harvested from the patients undergoing hernia surgery and compared with normal fascia (FT) and peritoneum (PT) harvested from brain-dead healthy subjects undergoing organ procurement for transplantation. The H&E staining revealed alterations in tissue architecture, fibroblast morphology, and ECM organization in the IH tissues compared to control. The biomarker for undifferentiated fibroblasts, CD34, was significantly higher in HST and decreased in HRT than the respective FT and PT controls. Also, the findings revealed an increased level of CTGF (connective tissue growth factor) with decrease in α-SMA in both HRT and HST compared to the controls. In addition, an increased level of FSP1 (fibroblast specific protein 1) and cadherin-11 in HRT with decreased level in HST were observed relative to the respective controls (FT and PT). Hence, these findings support the heterogeneity of fibroblast population at the laparotomy site that could contribute to the development of IH. Understanding the mechanisms causing the phenotype switch of these fibroblasts would open novel strategies to prevent the development of IH following laparotomy.
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Biomarcadores/metabolismo , Matriz Extracelular/patologia , Fibroblastos/patologia , Hérnia Incisional/patologia , Fenótipo , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Diferenciação Celular , Matriz Extracelular/metabolismo , Feminino , Fibroblastos/metabolismo , Humanos , Hérnia Incisional/classificação , Hérnia Incisional/metabolismo , Hérnia Incisional/cirurgia , Masculino , Pessoa de Meia-Idade , Adulto JovemRESUMO
Matrix metalloproteinase-1 (MMP-1) is a Zn(II) dependent endopeptidase involved in the degradation of collagen, the most abundant structural protein in the extracellular matrix of connective tissues and the human body. Herein we performed a multilevel computational analysis including molecular dynamics (MD), combined quantum mechanics/molecular mechanics (QM/MM), and quantum mechanics (QM) calculations to characterize the structure and geometry of the catalytic Zn(II) within the MMP-1 protein environment in comparison to crystallographic and spectroscopic data. The substrate's removal fine-tuned impact on the conformational dynamics and geometry of the catalytic Zn(II) center was also explored. Finally, the study examined the effect of substituting catalytic Zn(II) by Co(II) on the overall structure and dynamics of the MMP-1 THP complex and specifically on the geometry of the catalytic metal center. Overall our QM/MM and QM studies were in good agreement with the MM description of the Zn(II) centers in the MD simulations.
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Simulação de Dinâmica Molecular , Teoria Quântica , Catálise , Humanos , Metaloproteinase 1 da Matriz , Metais , Conformação MolecularRESUMO
INTRODUCTION: Peer-assisted learning (PAL) is a method of teaching in which students teach their often less-experienced peers. Whilst they gain more knowledge, peer tutors are able to convey information at a level that tutees can engage with. Whilst the use of PAL has increased in popularity within the healthcare faculty, there are fewer reports of its efficacy within dental education. Our aim is to explore the advantages and disadvantages of PAL, identifying factors that make it effective within undergraduate dental teaching. METHOD: 3rd-year dental students enrolled in supplementary PAL sessions taught by 4th-year dental student volunteers alongside their curriculum on an Integrated Human Disease course. Tutees participating in more than one PAL session were invited to a focus group to discuss the value of PAL within teaching, as were their tutors. Semi-structured focus groups in which they reflected on their learning experience and satisfaction were recorded, transcribed and analysed thematically. RESULTS: The qualitative data gathered from the focus groups for peer tutees (n = 4) and peer tutors (n = 5) revealed that the sessions stimulated learning, built confidence, developed skills out with the core topics and were complementary to the course. CONCLUSION: Our study confirms that PAL enhances the learning experience and is mutually advantageous to both tutees and tutors. Whilst further training, a larger sample size and higher quality research are required to confirm the more general use of PAL, the promise shown in this study would suggest that PAL is an extremely useful method, complementing the undergraduate dental curriculum.
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Educação de Graduação em Medicina , Estudantes de Medicina , Currículo , Educação em Odontologia , Humanos , Aprendizagem , Grupo Associado , EnsinoRESUMO
Atypical teratoid rhabdoid tumour (ATRT) is a rare and highly aggressive malignant neoplasm of the central nervous system (CNS), which occurs predominantly in children less than 2 years of age. There are less than 50 cases described in adult. We report a case of primary spinal ATRT in a 65-year-old male who presented to us with cauda equina syndrome. To the best of our knowledge, our patient is the (1) second oldest patient to be diagnosed with ATRT and only the third case of adult spinal ATRT report in the literature; (2) first reported case of CNS ATRT occurring in a patient with non-rhabdoid renal cancer; (3) first adult patient of ATRT to present with cauda equina syndrome.