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1.
Anal Bioanal Chem ; 416(22): 5013-5023, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38997460

RESUMO

Therapeutic drug monitoring is essential for ensuring the efficacy and safety of medications. This study introduces a streamlined approach that combines pipette-tip solid-phase extraction (PT-SPE) with matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS), facilitating rapid and high-throughput monitoring of drug concentrations. As a demonstration, this method was applied to the extraction and quantification of antidepressants in serum. Utilizing Zip-Tip C18, the method enabled the extraction of antidepressants from complex biological matrices in less than 2 min, with the subsequent MALDI-MS analysis yielding results in just 1 min. Optimal extraction recoveries were achieved using a sampling solution at pH 9.0 and a 10 µL ethanol desorption solution containing 0.1% phosphoric acid. For MALDI analysis, 2,5-dihydroxybenzoic acid was identified as the most effective matrix for producing the highest signal intensity. The quantification strategy exhibited robust linearities (R2 ≥ 0.997) and satisfactory limits of quantification, ranging from 0.05 to 0.5 µg/mL for a suite of antidepressants. The application for monitoring dynamic concentration changes of antidepressants in rat serum emphasized the method's efficacy. This strategy offers the advantages of high throughput, minimal sample usage, environmental sustainability, and simplicity, providing ideas and a reference basis for the subsequent development of methods for therapeutic drug monitoring.


Assuntos
Antidepressivos , Extração em Fase Sólida , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Extração em Fase Sólida/métodos , Animais , Antidepressivos/sangue , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/métodos , Ratos , Limite de Detecção , Ensaios de Triagem em Larga Escala/métodos , Ratos Sprague-Dawley , Monitoramento de Medicamentos/métodos , Masculino
3.
J Invest Dermatol ; 2024 Jun 28.
Artigo em Inglês | MEDLINE | ID: mdl-38945438

RESUMO

Pruritus is the leading symptom of dermatophytosis. Microsporium canis is one of the predominant dermatophytes causing dermatophytosis. However, the pruritogenic agents and the related molecular mechanisms of the dermatophyte M canis remain poorly understood. In this study, the secretion of the dermatophyte M canis was found to dose-dependently evoke itch in mice. The fungal peptide micasin secreted from M canis was then identified to elicit mouse significant scratching and itching responses. The peptide micasin was further revealed to directly activate mouse dorsal root ganglia neurons to mediate the nonhistaminergic itch. Knockout and antagonistic experiments demonstrated that MRGPRX1/C11/A1 rather than MRGPRX2/b2 activated by micasin contributed to pruritus. The chimeras and single-amino acid variants of MRGPRX1 showed that 3 domains (extracellular loop 3, transmembrane helical domain 3, and transmembrane helical domain 6) and 4 hydrophobic residues (Y99, F237, L240, and W241) of MRGPRX1 played the key role in micasin-triggered MRGPRX1 activation. Our study sheds light on the dermatophytosis-associated pruritus and may provide potential therapeutic targets and strategies against pruritus caused by dermatophytes.

4.
Proc Natl Acad Sci U S A ; 121(23): e2320388121, 2024 Jun 04.
Artigo em Inglês | MEDLINE | ID: mdl-38805284

RESUMO

Essential for reactive oxygen species (EROS) protein is a recently identified molecular chaperone of NOX2 (gp91phox), the catalytic subunit of phagocyte NADPH oxidase. Deficiency in EROS is a recently identified cause for chronic granulomatous disease, a genetic disorder with recurrent bacterial and fungal infections. Here, we report a cryo-EM structure of the EROS-NOX2-p22phox heterotrimeric complex at an overall resolution of 3.56Å. EROS and p22phox are situated on the opposite sides of NOX2, and there is no direct contact between them. EROS associates with NOX2 through two antiparallel transmembrane (TM) α-helices and multiple ß-strands that form hydrogen bonds with the cytoplasmic domain of NOX2. EROS binding induces a 79° upward bend of TM2 and a 48° backward rotation of the lower part of TM6 in NOX2, resulting in an increase in the distance between the two hemes and a shift of the binding site for flavin adenine dinucleotide (FAD). These conformational changes are expected to compromise superoxide production by NOX2, suggesting that the EROS-bound NOX2 is in a protected state against activation. Phorbol myristate acetate, an activator of NOX2 in vitro, is able to induce dissociation of NOX2 from EROS with concurrent increase in FAD binding and superoxide production in a transfected COS-7 model. In differentiated neutrophil-like HL-60, the majority of NOX2 on the cell surface is dissociated with EROS. Further studies are required to delineate how EROS dissociates from NOX2 during its transport to cell surface, which may be a potential mechanism for regulation of NOX2 activation.


Assuntos
Microscopia Crioeletrônica , NADPH Oxidase 2 , NADPH Oxidases , Fagócitos , Humanos , NADPH Oxidase 2/metabolismo , NADPH Oxidase 2/genética , NADPH Oxidase 2/química , Fagócitos/metabolismo , NADPH Oxidases/metabolismo , NADPH Oxidases/genética , NADPH Oxidases/química , Ligação Proteica , Sítios de Ligação , Doença Granulomatosa Crônica/metabolismo , Doença Granulomatosa Crônica/genética , Modelos Moleculares , Espécies Reativas de Oxigênio/metabolismo
5.
Int J Mol Sci ; 25(7)2024 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-38612541

RESUMO

Glycerol-3-phosphate acyltransferase (GPAT) catalyzes the first step in triacylglycerol synthesis. Understanding its substrate recognition mechanism may help to design drugs to regulate the production of glycerol lipids in cells. In this work, we investigate how the native substrate, glycerol-3-phosphate (G3P), and palmitoyl-coenzyme A (CoA) bind to the human GPAT isoform GPAT4 via molecular dynamics simulations (MD). As no experimentally resolved GPAT4 structure is available, the AlphaFold model is employed to construct the GPAT4-substrate complex model. Using another isoform, GPAT1, we demonstrate that once the ligand binding is properly addressed, the AlphaFold complex model can deliver similar results to the experimentally resolved structure in MD simulations. Following the validated protocol of complex construction, we perform MD simulations using the GPAT4-substrate complex. Our simulations reveal that R427 is an important residue in recognizing G3P via a stable salt bridge, but its motion can bring the ligand to different binding hotspots on GPAT4. Such high flexibility can be attributed to the flexible region that exists only on GPAT4 and not on GPAT1. Our study reveals the substrate recognition mechanism of GPAT4 and hence paves the way towards designing GPAT4 inhibitors.


Assuntos
Glicerol , Glicerofosfatos , Simulação de Dinâmica Molecular , Humanos , Ligantes , Glicerol-3-Fosfato O-Aciltransferase , Isoformas de Proteínas , Fosfatos
6.
Phytomedicine ; 128: 155335, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38518648

RESUMO

BACKGROUND: Stroke is a complex physiological process associated with intestinal flora dysbiosis and metabolic disorders. Dan-deng-tong-nao capsule (DDTN) is a traditional Chinese medicine used clinically to treat cerebral ischemia-reperfusion injury (CIRI) for many years. However, little is known about the effects of DDTN in the treatment of CIRI from the perspective of gut microbiota and metabolites. PURPOSE: This study aimed to investigate the regulatory roles of DDTN in endogenous metabolism and gut microbiota in CIRI rats, thus providing a basis for clinical rational drug use and discovering natural products with potential physiological activities in DDTN for the treatment of CIRI. METHODS: The chemical composition of DDTN in vitro and in vivo was investigated using ultra-high performance liquid chromatography-high resolution mass spectrometry (UHPLCHRMS), followed by target prediction using reverse molecular docking. Secondly, a biological evaluation of DDTN ameliorating neural damage in CIRI was performed at the whole animal level. Then, an integrated omics approach based on UHPLCHRMS and 16S rRNA sequencing was proposed to reveal the anti-CIRI effect and possible mechanism of DDTN. Finally, exploring the intrinsic link between changes in metabolite profiles, changes in the intestinal flora, and targets of components to reveal DDTN for the treatment of CIRI. RESULTS: A total of 112 chemical components of DDTN were identified in vitro and 10 absorbed constituents in vivo. The efficacy of DDTN in the treatment of CIRI was confirmed by alleviating cerebral infarction and neurological deficits. After the DDTN intervention, 21 and 26 metabolites were significantly altered in plasma and fecal, respectively. Based on the fecal microbiome, a total of 36 genera were enriched among the different groups. Finally, the results of the network integration analysis showed that the 10 potential active ingredients of DDTN could mediate the differential expression of 24 metabolites and 6 gut microbes by targeting 25 target proteins. CONCLUSION: This study was the first to outline the landscapes of metabolites as well as gut microbiota regulated by DDTN in CIRI rats using multi-omics data, and comprehensively revealed the systematic relationships among ingredients, targets, metabolites, and gut microbiota, thus providing new perspectives on the mechanism of DDTN in the treatment of CIRI.


Assuntos
Medicamentos de Ervas Chinesas , Microbioma Gastrointestinal , Traumatismo por Reperfusão , Animais , Masculino , Ratos , Isquemia Encefálica/tratamento farmacológico , Cápsulas , Cromatografia Líquida de Alta Pressão , Medicamentos de Ervas Chinesas/farmacologia , Medicamentos de Ervas Chinesas/química , Microbioma Gastrointestinal/efeitos dos fármacos , Simulação de Acoplamento Molecular , Multiômica , Ratos Sprague-Dawley , Traumatismo por Reperfusão/tratamento farmacológico , RNA Ribossômico 16S
7.
Biochem Biophys Res Commun ; 704: 149588, 2024 04 16.
Artigo em Inglês | MEDLINE | ID: mdl-38422897

RESUMO

Very long-chain fatty acids (VLCFAs) are fatty acids with a carbon chain length greater than 18 carbons (>C18) and exhibit various functions, such as in skin barrier formation, liver homeostasis, myelin maintenance, spermatogenesis, retinal function, and anti-inflammation. VLCFAs are absorbed by dietary or elongated from endogenous hexadecanoyl acids (C16). Similar to long-chain fatty acid synthesis, VLCFAs elongation begins with acyl-CoA and malonyl-CoA as sources, and the length of the acyl chain is extended by two carbon units in each cycle. However, the VLCFAs elongation machinery is located in ER membrane and consists of four components, FA elongase (ELOVL), 3-ketoacyl-CoA reductase (KAR), 3-hydroxyacyl-CoA dehydratase (HACD), and trans-2-enoyl-CoA reductase (TECR), which is different with the long-chain fatty acid machinery fatty acid synthase (FAS) complex. Although the critical components in the elongation cycle are identified, the detailed catalytic and regulation mechanisms are still poorly understood. Here, we focused on the structural and biochemical analysis of TECR-associated VLCFA elongation reactions. Firstly, we identified a stable complex of human HACD2-TECR based on extensive in vitro characterizations. Combining computational modeling and biochemical analysis, we confirmed the critical interactions between TECR and HACD1/2. Then, we proposed the putative substrate binding sites and catalytic residues for TECR and HACD2. Besides, we revealed the structural similarities of HACD with ELOVLs and proposed the possible competition mechanism of TECR-associated complex formation.


Assuntos
Ácidos Graxos Dessaturases , Ácidos Graxos , Humanos , Masculino , Acil Coenzima A/metabolismo , Carbono , Ácidos Graxos/metabolismo , Hidroliases/metabolismo
8.
Proc Natl Acad Sci U S A ; 121(8): e2317893121, 2024 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-38346183

RESUMO

Physics-based simulation methods can grant atomistic insights into the molecular origin of the function of biomolecules. However, the potential of such approaches has been hindered by their low efficiency, including in the design of selective agonists where simulations of myriad protein-ligand combinations are necessary. Here, we describe an automated input-free path searching protocol that offers (within 14 d using Graphics Processing Unit servers) a minimum free energy path (MFEP) defined in high-dimension configurational space for activating sphingosine-1-phosphate receptors (S1PRs) by arbitrary ligands. The free energy distributions along the MFEP for four distinct ligands and three S1PRs reached a remarkable agreement with Bioluminescence Resonance Energy Transfer (BRET) measurements of G-protein dissociation. In particular, the revealed transition state structures pointed out toward two S1PR3 residues F263/I284, that dictate the preference of existing agonists CBP307 and BAF312 on S1PR1/5. Swapping these residues between S1PR1 and S1PR3 reversed their response to the two agonists in BRET assays. These results inspired us to design improved agonists with both strong polar head and bulky hydrophobic tail for higher selectivity on S1PR1. Through merely three in silico iterations, our tool predicted a unique compound scaffold. BRET assays confirmed that both chiral forms activate S1PR1 at nanomolar concentration, 1 to 2 orders of magnitude less than those for S1PR3/5. Collectively, these results signify the promise of our approach in fine agonist design for G-protein-coupled receptors.


Assuntos
Receptores Acoplados a Proteínas G , Receptores de Lisoesfingolipídeo , Receptores de Lisoesfingolipídeo/metabolismo , Receptores de Esfingosina-1-Fosfato , Proteínas de Ligação ao GTP , Medições Luminescentes
9.
Nat Struct Mol Biol ; 31(4): 610-620, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38177682

RESUMO

The chemotaxis of CD4+ type 1 helper cells and CD8+ cytotoxic lymphocytes, guided by interferon-inducible CXC chemokine 9-11 (CXCL9-11) and CXC chemokine receptor 3 (CXCR3), plays a critical role in type 1 immunity. Here we determined the structures of human CXCR3-DNGi complexes activated by chemokine CXCL11, peptidomimetic agonist PS372424 and biaryl-type agonist VUF11222, and the structure of inactive CXCR3 bound to noncompetitive antagonist SCH546738. Structural analysis revealed that PS372424 shares a similar orthosteric binding pocket to the N terminus of CXCL11, while VUF11222 buries deeper and activates the receptor in a distinct manner. We showed an allosteric binding site between TM5 and TM6, accommodating SCH546738 in the inactive CXCR3. SCH546738 may restrain the receptor at an inactive state by preventing the repacking of TM5 and TM6. By revealing the binding patterns and the pharmacological properties of the four modulators, we present the activation mechanisms of CXCR3 and provide insights for future drug development.


Assuntos
Quimiocinas CXC , Receptores CXCR3 , Humanos , Receptores CXCR3/metabolismo , Ligantes , Quimiocinas CXC/metabolismo , Sítios de Ligação , Ligação Proteica
11.
J Clin Invest ; 133(24)2023 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-38099500

RESUMO

Strategies for patient stratification and early intervention are required to improve clinical benefits for patients with prostate cancer. Here, we found that active DHEA utilization in the prostate gland correlated with tumor aggressiveness at early disease stages, and 3ßHSD1 inhibitors were promising for early intervention. [3H]-labeled DHEA consumption was traced in fresh prostatic biopsies ex vivo. Active DHEA utilization was more frequently found in patients with metastatic disease or therapy-resistant disease. Genetic and transcriptomic features associated with the potency of prostatic DHEA utilization were analyzed to generate clinically accessible approaches for patient stratification. UBE3D, by regulating 3ßHSD1 homeostasis, was discovered to be a regulator of patient metabolic heterogeneity. Equilin suppressed DHEA utilization and inhibited tumor growth as a potent 3ßHSD1 antagonist, providing a promising strategy for the early treatment of aggressive prostate cancer. Overall, our findings indicate that patients with active prostatic DHEA utilization might benefit from 3ßHSD1 inhibitors as early intervention.


Assuntos
Próstata , Neoplasias da Próstata , Masculino , Humanos , Próstata/metabolismo , Próstata/patologia , Desidroepiandrosterona , Neoplasias da Próstata/tratamento farmacológico , Neoplasias da Próstata/genética , Neoplasias da Próstata/metabolismo
13.
Methods Enzymol ; 689: 237-261, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37802572

RESUMO

Steroid 5α-reductases (SRD5As), also known as 3-oxo-5α-steroid 4-dehydrogenases, are essential membrane-bound enzymes involved in steroid metabolism. Belonging to the NADPH-dependent oxidoreductase family, 5α-reductases catalyze steroids with 3-oxo-Δ4 structure, such as testosterone or progesterone, to produce their corresponding 3-oxo-5α steroids, which are necessary for a variety of physiological and pathological activities. Despite their significance, SRD5A structures are still in short supply to date. Here we describe a protocol for expression, purification, crystallization, structural determination, and functional analysis of PbSRD5A, the 5α-reductase from Proteobacteria bacterium sharing high sequence identity with human SRD5A1 and SRD5A2 isozymes, which we have recently structurally characterized using a lipidic cubic phase approach. Application of similar methods to other 5α-reductase isozymes will lead to breakthroughs in the understanding of the structure, function, and mechanism of oxidoreductases implicated in steroid metabolism.


Assuntos
Isoenzimas , Oxirredutases , Humanos , Oxirredutases/genética , Esteroides , Progesterona/metabolismo , Proteínas de Membrana , 3-Oxo-5-alfa-Esteroide 4-Desidrogenase/genética
14.
PLoS Biol ; 21(6): e3001975, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37347749

RESUMO

Mas-related G-protein-coupled receptors X1-X4 (MRGPRX1-X4) are 4 primate-specific receptors that are recently reported to be responsible for many biological processes, including itch sensation, pain transmission, and inflammatory reactions. MRGPRX1 is the first identified human MRGPR, and its expression is restricted to primary sensory neurons. Due to its dual roles in itch and pain signaling pathways, MRGPRX1 has been regarded as a promising target for itch remission and pain inhibition. Here, we reported a cryo-electron microscopy (cryo-EM) structure of Gq-coupled MRGPRX1 in complex with a synthetic agonist compound 16 in an active conformation at an overall resolution of 3.0 Å via a NanoBiT tethering strategy. Compound 16 is a new pain-relieving compound with high potency and selectivity to MRGPRX1 over other MRGPRXs and opioid receptor. MRGPRX1 was revealed to share common structural features of the Gq-mediated receptor activation mechanism of MRGPRX family members, but the variable residues in orthosteric pocket of MRGPRX1 exhibit the unique agonist recognition pattern, potentially facilitating to design MRGPRX1-specific modulators. Together with receptor activation and itch behavior evaluation assays, our study provides a structural snapshot to modify therapeutic molecules for itch relieving and analgesia targeting MRGPRX1.


Assuntos
Prurido , Receptores Acoplados a Proteínas G , Animais , Humanos , Microscopia Crioeletrônica , Dor/metabolismo , Prurido/induzido quimicamente , Prurido/metabolismo , Receptores Acoplados a Proteínas G/genética , Receptores Acoplados a Proteínas G/metabolismo , Células Receptoras Sensoriais/metabolismo , Transdução de Sinais
15.
Biochem Biophys Res Commun ; 668: 118-124, 2023 08 06.
Artigo em Inglês | MEDLINE | ID: mdl-37245292

RESUMO

Sphingosine-1-phosphate (S1P) is an active signaling metabolite synthesized by blood cells, exported into blood stream, and can trigger many downstream signaling pathways with disease implications. Understanding how S1P is transported is of great values for dissecting the function of S1P, but most existing methods for measuring S1P transporter activity use radioactive substrates or involve multiple workup steps, hindering their broader uses. In this study, we develop a workflow combining sensitive LC-MS measurement and a cell-based transporter protein system to measure the export activity of S1P transporter proteins. Our workflow demonstrated good applications in studying different S1P transporters SPNS2 and MFSD2B, WT and mutated protein, and different protein substrates. In summary, we provide a simple yet versatile workflow for measuring the export activity of S1P transporters, facilitating future studies of S1P transport mechanism and drug development.


Assuntos
Transdução de Sinais , Espectrometria de Massas em Tandem , Cromatografia Líquida , Fluxo de Trabalho , Esfingosina , Lisofosfolipídeos/metabolismo
16.
Nat Commun ; 14(1): 1727, 2023 03 28.
Artigo em Inglês | MEDLINE | ID: mdl-36977719

RESUMO

By lacking de novo purine biosynthesis enzymes, Plasmodium falciparum requires purine nucleoside uptake from host cells. The indispensable nucleoside transporter ENT1 of P. falciparum facilitates nucleoside uptake in the asexual blood stage. Specific inhibitors of PfENT1 prevent the proliferation of P. falciparum at submicromolar concentrations. However, the substrate recognition and inhibitory mechanism of PfENT1 are still elusive. Here, we report cryo-EM structures of PfENT1 in apo, inosine-bound, and inhibitor-bound states. Together with in vitro binding and uptake assays, we identify that inosine is the primary substrate of PfENT1 and that the inosine-binding site is located in the central cavity of PfENT1. The endofacial inhibitor GSK4 occupies the orthosteric site of PfENT1 and explores the allosteric site to block the conformational change of PfENT1. Furthermore, we propose a general "rocker switch" alternating access cycle for ENT transporters. Understanding the substrate recognition and inhibitory mechanisms of PfENT1 will greatly facilitate future efforts in the rational design of antimalarial drugs.


Assuntos
Malária Falciparum , Proteínas de Transporte de Nucleobases, Nucleosídeos, Nucleotídeos e Ácidos Nucleicos , Humanos , Plasmodium falciparum/metabolismo , Proteínas de Transporte de Nucleosídeos/genética , Proteínas de Transporte de Nucleosídeos/metabolismo , Proteínas de Transporte de Nucleobases, Nucleosídeos, Nucleotídeos e Ácidos Nucleicos/metabolismo , Malária Falciparum/tratamento farmacológico , Nucleosídeos de Purina/metabolismo , Inosina/metabolismo
17.
Molecules ; 28(4)2023 Feb 09.
Artigo em Inglês | MEDLINE | ID: mdl-36838665

RESUMO

Cytochrome P450 17A1 (CYP17A1) is one of the key enzymes in steroidogenesis that produces dehydroepiandrosterone (DHEA) from cholesterol. Abnormal DHEA production may lead to the progression of severe diseases, such as prostatic and breast cancers. Thus, CYP17A1 is a druggable target for anti-cancer molecule development. In this study, cheminformatic analyses and quantitative structure-activity relationship (QSAR) modeling were applied on a set of 962 CYP17A1 inhibitors (i.e., consisting of 279 steroidal and 683 nonsteroidal inhibitors) compiled from the ChEMBL database. For steroidal inhibitors, a QSAR classification model built using the PubChem fingerprint along with the extra trees algorithm achieved the best performance, reflected by the accuracy values of 0.933, 0.818, and 0.833 for the training, cross-validation, and test sets, respectively. For nonsteroidal inhibitors, a systematic cheminformatic analysis was applied for exploring the chemical space, Murcko scaffolds, and structure-activity relationships (SARs) for visualizing distributions, patterns, and representative scaffolds for drug discoveries. Furthermore, seven total QSAR classification models were established based on the nonsteroidal scaffolds, and two activity cliff (AC) generators were identified. The best performing model out of these seven was model VIII, which is built upon the PubChem fingerprint along with the random forest algorithm. It achieved a robust accuracy across the training set, the cross-validation set, and the test set, i.e., 0.96, 0.92, and 0.913, respectively. It is anticipated that the results presented herein would be instrumental for further CYP17A1 inhibitor drug discovery efforts.


Assuntos
Quimioinformática , Inibidores Enzimáticos , Esteroide 17-alfa-Hidroxilase , Desidroepiandrosterona , Inibidores Enzimáticos/farmacologia , Aprendizado de Máquina , Relação Quantitativa Estrutura-Atividade , Esteroides/química , Esteroide 17-alfa-Hidroxilase/antagonistas & inibidores
18.
Cell Discov ; 8(1): 137, 2022 Dec 22.
Artigo em Inglês | MEDLINE | ID: mdl-36550107

RESUMO

Originally discovered in the circulation of pregnant women as a protein secreted by placental trophoblasts, the metalloprotease pregnancy-associated plasma protein A (PAPP-A) is also widely expressed by many other tissues. It cleaves insulin-like growth factor-binding proteins (IGFBPs) to increase the bioavailability of IGFs and plays essential roles in multiple growth-promoting processes. While the vast majority of the circulatory PAPP-A in pregnancy is proteolytically inactive due to covalent inhibition by proform of eosinophil major basic protein (proMBP), the activity of PAPP-A can also be covalently inhibited by another less characterized modulator, stanniocalcin-2 (STC2). However, the structural basis of PAPP-A proteolysis and the mechanistic differences between these two modulators are poorly understood. Here we present two cryo-EM structures of endogenous purified PAPP-A in complex with either proMBP or STC2. Both modulators form 2:2 heterotetramer with PAPP-A and establish extensive interactions with multiple domains of PAPP-A that are distal to the catalytic cleft. This exosite-binding property results in a steric hindrance to prevent the binding and cleavage of IGFBPs, while the IGFBP linker region-derived peptides harboring the cleavage sites are no longer sensitive to the modulator treatment. Functional investigation into proMBP-mediated PAPP-A regulation in selective intrauterine growth restriction (sIUGR) pregnancy elucidates that PAPP-A and proMBP collaboratively regulate extravillous trophoblast invasion and the consequent fetal growth. Collectively, our work reveals a novel covalent exosite-competitive inhibition mechanism of PAPP-A and its regulatory effect on placental function.

19.
Bioinformatics ; 38(14): 3574-3581, 2022 07 11.
Artigo em Inglês | MEDLINE | ID: mdl-35652719

RESUMO

MOTIVATION: Protein secondary structure prediction (PSSP) is one of the fundamental and challenging problems in the field of computational biology. Accurate PSSP relies on sufficient homologous protein sequences to build the multiple sequence alignment (MSA). Unfortunately, many proteins lack homologous sequences, which results in the low quality of MSA and poor performance. In this article, we propose the novel dynamic scoring matrix (DSM)-Distil to tackle this issue, which takes advantage of the pretrained BERT and exploits the knowledge distillation on the newly designed DSM features. Specifically, we propose the DSM to replace the widely used profile and PSSM (position-specific scoring matrix) features. DSM could automatically dig for the suitable feature for each residue, based on the original profile. Namely, DSM-Distil not only could adapt to the low homologous proteins but also is compatible with high homologous ones. Thanks to the dynamic property, DSM could adapt to the input data much better and achieve higher performance. Moreover, to compensate for low-quality MSA, we propose to generate the pseudo-DSM from a pretrained BERT model and aggregate it with the original DSM by adaptive residue-wise fusion, which helps to build richer and more complete input features. In addition, we propose to supervise the learning of low-quality DSM features using high-quality ones. To achieve this, a novel teacher-student model is designed to distill the knowledge from proteins with high homologous sequences to that of low ones. Combining all the proposed methods, our model achieves the new state-of-the-art performance for low homologous proteins. RESULTS: Compared with the previous state-of-the-art method 'Bagging', DSM-Distil achieves an improvement about 5% and 7.3% improvement for proteins with MSA count ≤30 and extremely low homologous cases, respectively. We also compare DSM-Distil with Alphafold2 which is a state-of-the-art framework for protein structure prediction. DSM-Distil outperforms Alphafold2 by 4.1% on extremely low-quality MSA on 8-state secondary structure prediction. Moreover, we release a large-scale up-to-date test dataset BC40 for low-quality MSA structure prediction evaluation. AVAILABILITY AND IMPLEMENTATION: BC40 dataset: https://drive.google.com/drive/folders/15vwRoOjAkhhwfjDk6-YoKGf4JzZXIMC. HardCase dataset: https://drive.google.com/drive/folders/1BvduOr2b7cObUHy6GuEWk-aUkKJgzTUv. Code: https://github.com/qinwang-ai/DSM-Distil.


Assuntos
Biologia Computacional , Redes Neurais de Computação , Humanos , Estrutura Secundária de Proteína , Alinhamento de Sequência , Biologia Computacional/métodos , Matrizes de Pontuação de Posição Específica , Proteínas/química
20.
Cell Rep Med ; 3(3): 100561, 2022 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-35492874

RESUMO

Prostate cancer continuously progresses following deprivation of circulating androgens originating from the testis and adrenal glands, indicating the existence of oncometabolites beyond androgens. In this study, mass-spectrometry-based screening of clinical specimens and a retrospective analysis on the clinical data of prostate cancer patients indicate the potential oncogenic effects of progesterone in patients. High doses of progesterone activate canonical and non-canonical androgen receptor (AR) target genes. Physiological levels of progesterone facilitate cell proliferation via GATA2. Inhibitors of 3ß-hydroxysteroid dehydrogenase 1 (3ßHSD1) has been discovered and shown to suppress the generation of progesterone, eliminating its transient and accumulating oncogenic effects. An increase in progesterone is associated with poor clinical outcomes in patients and may be used as a predictive biomarker. Overall, we demonstrate that progesterone acts as an oncogenic hormone in prostate cancer, and strategies to eliminate its oncogenic effects may benefit prostate cancer patients.


Assuntos
Androgênios , Neoplasias da Próstata , Carcinogênese , Humanos , Masculino , Progesterona/farmacologia , Neoplasias da Próstata/tratamento farmacológico , Receptores Androgênicos/genética , Estudos Retrospectivos
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