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1.
Nature ; 619(7969): 371-377, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-37380771

RESUMEN

Ferroptosis is evolving as a highly promising approach to combat difficult-to-treat tumour entities including therapy-refractory and dedifferentiating cancers1-3. Recently, ferroptosis suppressor protein-1 (FSP1), along with extramitochondrial ubiquinone or exogenous vitamin K and NAD(P)H/H+ as an electron donor, has been identified as the second ferroptosis-suppressing system, which efficiently prevents lipid peroxidation independently of the cyst(e)ine-glutathione (GSH)-glutathione peroxidase 4 (GPX4) axis4-6. To develop FSP1 inhibitors as next-generation therapeutic ferroptosis inducers, here we performed a small molecule library screen and identified the compound class of 3-phenylquinazolinones (represented by icFSP1) as potent FSP1 inhibitors. We show that icFSP1, unlike iFSP1, the first described on-target FSP1 inhibitor5, does not competitively inhibit FSP1 enzyme activity, but instead triggers subcellular relocalization of FSP1 from the membrane and FSP1 condensation before ferroptosis induction, in synergism with GPX4 inhibition. icFSP1-induced FSP1 condensates show droplet-like properties consistent with phase separation, an emerging and widespread mechanism to modulate biological activity7. N-terminal myristoylation, distinct amino acid residues and intrinsically disordered, low-complexity regions in FSP1 were identified to be essential for FSP1-dependent phase separation in cells and in vitro. We further demonstrate that icFSP1 impairs tumour growth and induces FSP1 condensates in tumours in vivo. Hence, our results suggest that icFSP1 exhibits a unique mechanism of action and synergizes with ferroptosis-inducing agents to potentiate the ferroptotic cell death response, thus providing a rationale for targeting FSP1-dependent phase separation as an efficient anti-cancer therapy.


Asunto(s)
Proteínas Reguladoras de la Apoptosis , Ferroptosis , Proteínas Mitocondriales , Humanos , Aminoácidos/metabolismo , Cisteína/metabolismo , Ferroptosis/efectos de los fármacos , Glutatión/metabolismo , NAD/metabolismo , NADP/metabolismo , Neoplasias/tratamiento farmacológico , Quinazolinas/farmacología , Bibliotecas de Moléculas Pequeñas , Ubiquinona/metabolismo , Vitamina K/metabolismo , Proteínas Reguladoras de la Apoptosis/antagonistas & inhibidores , Proteínas Reguladoras de la Apoptosis/metabolismo , Proteínas Mitocondriales/antagonistas & inhibidores , Proteínas Mitocondriales/metabolismo
2.
Nature ; 608(7924): 778-783, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35922516

RESUMEN

Ferroptosis, a non-apoptotic form of cell death marked by iron-dependent lipid peroxidation1, has a key role in organ injury, degenerative disease and vulnerability of therapy-resistant cancers2. Although substantial progress has been made in understanding the molecular processes relevant to ferroptosis, additional cell-extrinsic and cell-intrinsic processes that determine cell sensitivity toward ferroptosis remain unknown. Here we show that the fully reduced forms of vitamin K-a group of naphthoquinones that includes menaquinone and phylloquinone3-confer a strong anti-ferroptotic function, in addition to the conventional function linked to blood clotting by acting as a cofactor for γ-glutamyl carboxylase. Ferroptosis suppressor protein 1 (FSP1), a NAD(P)H-ubiquinone reductase and the second mainstay of ferroptosis control after glutathione peroxidase-44,5, was found to efficiently reduce vitamin K to its hydroquinone, a potent radical-trapping antioxidant and inhibitor of (phospho)lipid peroxidation. The FSP1-mediated reduction of vitamin K was also responsible for the antidotal effect of vitamin K against warfarin poisoning. It follows that FSP1 is the enzyme mediating warfarin-resistant vitamin K reduction in the canonical vitamin K cycle6. The FSP1-dependent non-canonical vitamin K cycle can act to protect cells against detrimental lipid peroxidation and ferroptosis.


Asunto(s)
Ferroptosis , Vitamina K , Antídotos/farmacología , Antioxidantes/metabolismo , Antioxidantes/farmacología , Ligasas de Carbono-Carbono/metabolismo , Coenzimas/metabolismo , Ferroptosis/efectos de los fármacos , Hidroquinonas/metabolismo , Hidroquinonas/farmacología , Peroxidación de Lípido/efectos de los fármacos , Oxidación-Reducción , Proteína de Unión al Calcio S100A4/metabolismo , Vitamina K/metabolismo , Vitamina K/farmacología , Warfarina/efectos adversos
3.
EMBO J ; 41(24): e112440, 2022 12 15.
Artículo en Inglés | MEDLINE | ID: mdl-36354106

RESUMEN

Cilia are ubiquitous eukaryotic organelles impotant for cellular motility, signaling, and sensory reception. Cilium formation requires intraflagellar transport of structural and signaling components and involves 22 different proteins organized into intraflagellar transport (IFT) complexes IFT-A and IFT-B that are transported by molecular motors. The IFT-B complex constitutes the backbone of polymeric IFT trains carrying cargo between the cilium and the cell body. Currently, high-resolution structures are only available for smaller IFT-B subcomplexes leaving > 50% structurally uncharacterized. Here, we used Alphafold to structurally model the 15-subunit IFT-B complex. The model was validated using cross-linking/mass-spectrometry data on reconstituted IFT-B complexes, X-ray scattering in solution, diffraction from crystals as well as site-directed mutagenesis and protein-binding assays. The IFT-B structure reveals an elongated and highly flexible complex consistent with cryo-electron tomographic reconstructions of IFT trains. The IFT-B complex organizes into IFT-B1 and IFT-B2 parts with binding sites for ciliary cargo and the inactive IFT dynein motor, respectively. Interestingly, our results are consistent with two different binding sites for IFT81/74 on IFT88/70/52/46 suggesting the possibility of different structural architectures for the IFT-B1 complex. Our data present a structural framework to understand IFT-B complex assembly, function, and ciliopathy variants.


Asunto(s)
Cilios , Dineínas , Cilios/metabolismo , Dineínas/metabolismo , Transporte Biológico , Sitios de Unión , Modelos Estructurales , Flagelos/metabolismo
4.
Nucleic Acids Res ; 52(11): 6441-6458, 2024 Jun 24.
Artículo en Inglés | MEDLINE | ID: mdl-38499483

RESUMEN

Coronaviruses modify their single-stranded RNA genome with a methylated cap during replication to mimic the eukaryotic mRNAs. The capping process is initiated by several nonstructural proteins (nsp) encoded in the viral genome. The methylation is performed by two methyltransferases, nsp14 and nsp16, while nsp10 acts as a co-factor to both. Additionally, nsp14 carries an exonuclease domain which operates in the proofreading system during RNA replication of the viral genome. Both nsp14 and nsp16 were reported to independently bind nsp10, but the available structural information suggests that the concomitant interaction between these three proteins would be impossible due to steric clashes. Here, we show that nsp14, nsp10, and nsp16 can form a heterotrimer complex upon significant allosteric change. This interaction is expected to encourage the formation of mature capped viral mRNA, modulating nsp14's exonuclease activity, and protecting the viral RNA. Our findings show that nsp14 is amenable to allosteric regulation and may serve as a novel target for therapeutic approaches.


Asunto(s)
Metiltransferasas , ARN Viral , SARS-CoV-2 , Proteínas no Estructurales Virales , SARS-CoV-2/genética , SARS-CoV-2/metabolismo , Proteínas no Estructurales Virales/metabolismo , Proteínas no Estructurales Virales/genética , Proteínas no Estructurales Virales/química , Metiltransferasas/metabolismo , Metiltransferasas/genética , Metiltransferasas/química , Metilación , ARN Viral/metabolismo , ARN Viral/química , ARN Viral/genética , Exorribonucleasas/metabolismo , Exorribonucleasas/genética , Humanos , Unión Proteica , Caperuzas de ARN/metabolismo , Caperuzas de ARN/genética , Regulación Alostérica , COVID-19/virología , COVID-19/genética , Multimerización de Proteína , Replicación Viral/genética , ARN Mensajero/metabolismo , ARN Mensajero/genética , ARN Mensajero/química , Proteínas Reguladoras y Accesorias Virales
5.
Nature ; 575(7784): 693-698, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-31634899

RESUMEN

Ferroptosis is an iron-dependent form of necrotic cell death marked by oxidative damage to phospholipids1,2. To date, ferroptosis has been thought to be controlled only by the phospholipid hydroperoxide-reducing enzyme glutathione peroxidase 4 (GPX4)3,4 and radical-trapping antioxidants5,6. However, elucidation of the factors that underlie the sensitivity of a given cell type to ferroptosis7 is crucial to understand the pathophysiological role of ferroptosis and how it may be exploited for the treatment of cancer. Although metabolic constraints8 and phospholipid composition9,10 contribute to ferroptosis sensitivity, no cell-autonomous mechanisms have been identified that account for the resistance of cells to ferroptosis. Here we used an expression cloning approach to identify genes in human cancer cells that are able to complement the loss of GPX4. We found that the flavoprotein apoptosis-inducing factor mitochondria-associated 2 (AIFM2) is a previously unrecognized anti-ferroptotic gene. AIFM2, which we renamed ferroptosis suppressor protein 1 (FSP1) and which was initially described as a pro-apoptotic gene11, confers protection against ferroptosis elicited by GPX4 deletion. We further demonstrate that the suppression of ferroptosis by FSP1 is mediated by ubiquinone (also known as coenzyme Q10, CoQ10): the reduced form, ubiquinol, traps lipid peroxyl radicals that mediate lipid peroxidation, whereas FSP1 catalyses the regeneration of CoQ10 using NAD(P)H. Pharmacological targeting of FSP1 strongly synergizes with GPX4 inhibitors to trigger ferroptosis in a number of cancer entities. In conclusion, the FSP1-CoQ10-NAD(P)H pathway exists as a stand-alone parallel system, which co-operates with GPX4 and glutathione to suppress phospholipid peroxidation and ferroptosis.


Asunto(s)
Proteínas Reguladoras de la Apoptosis/metabolismo , Ferroptosis/genética , Glutatión/metabolismo , Proteínas Mitocondriales/metabolismo , Animales , Proteínas Reguladoras de la Apoptosis/genética , Línea Celular Tumoral , Regulación Neoplásica de la Expresión Génica , Técnicas de Inactivación de Genes , Humanos , Peroxidación de Lípido/genética , Ratones , Proteínas Mitocondriales/genética , Ubiquinona/análogos & derivados , Ubiquinona/metabolismo
6.
Circ Res ; 130(1): 67-79, 2022 01 07.
Artículo en Inglés | MEDLINE | ID: mdl-34789007

RESUMEN

BACKGROUND: Circular RNAs (circRNAs) are generated by back splicing of mostly mRNAs and are gaining increasing attention as a novel class of regulatory RNAs that control various cellular functions. However, their physiological roles and functional conservation in vivo are rarely addressed, given the inherent challenges of their genetic inactivation. Here, we aimed to identify locus conserved circRNAs in mice and humans, which can be genetically deleted due to retained intronic elements not contained in the mRNA host gene to eventually address functional conservation. METHODS AND RESULTS: Combining published endothelial RNA-sequencing data sets with circRNAs of the circATLAS databank, we identified locus-conserved circRNA retaining intronic elements between mice and humans. CRISPR/Cas9 mediated genetic depletion of the top expressed circRNA cZfp292 resulted in an altered endothelial morphology and aberrant flow alignment in the aorta in vivo. Consistently, depletion of cZNF292 in endothelial cells in vitro abolished laminar flow-induced alterations in cell orientation, paxillin localization and focal adhesion organization. Mechanistically, we identified the protein SDOS (syndesmos) to specifically interact with cZNF292 in endothelial cells by RNA-affinity purification and subsequent mass spectrometry analysis. Silencing of SDOS or its protein binding partner Syndecan-4, or mutation of the SDOS-cZNF292 binding site, prevented laminar flow-induced cytoskeletal reorganization thereby recapitulating cZfp292 knockout phenotypes. CONCLUSIONS: Together, our data reveal a hitherto unknown role of cZNF292/cZfp292 in endothelial flow responses, which influences endothelial shape.


Asunto(s)
Proteínas de Unión al ADN , Células Endoteliales , Endotelio Vascular , ARN Circular , Factores de Transcripción , Animales , Humanos , Ratones , Circulación Sanguínea , Proteínas de Unión al ADN/genética , Células Endoteliales/metabolismo , Células Endoteliales/fisiología , Endotelio Vascular/citología , Endotelio Vascular/fisiología , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Ratones Endogámicos C57BL , Unión Proteica , ARN Circular/genética , ARN Circular/metabolismo , Sindecano-4/metabolismo , Factores de Transcripción/genética
8.
Nucleic Acids Res ; 50(4): 2350-2362, 2022 02 28.
Artículo en Inglés | MEDLINE | ID: mdl-35166835

RESUMEN

The A-repeat region of the lncRNA Xist is critical for X inactivation and harbors several N6-methyladenosine (m6A) modifications. How the m6A modification affects the conformation of the conserved AUCG tetraloop hairpin of the A-repeats and how it can be recognized by the YTHDC1 reader protein is unknown. Here, we report the NMR solution structure of the (m6A)UCG hairpin, which reveals that the m6A base extends 5' stacking of the A-form helical stem, resembling the unmethylated AUCG tetraloop. A crystal structure of YTHDC1 bound to the (m6A)UCG tetraloop shows that the (m6A)UC nucleotides are recognized by the YTH domain of YTHDC1 in a single-stranded conformation. The m6A base inserts into the aromatic cage and the U and C bases interact with a flanking charged surface region, resembling the recognition of single-stranded m6A RNA ligands. Notably, NMR and fluorescence quenching experiments show that the binding requires local unfolding of the upper stem region of the (m6A)UCG hairpin. Our data show that m6A can be readily accommodated in hairpin loop regions, but recognition by YTH readers requires local unfolding of flanking stem regions. This suggests how m6A modifications may regulate lncRNA function by modulating RNA structure.


Asunto(s)
Adenosina/análogos & derivados , Factores de Empalme de ARN , ARN Largo no Codificante , Adenosina/química , Adenosina/metabolismo , Factores de Empalme de ARN/metabolismo , ARN Largo no Codificante/química , ARN Largo no Codificante/genética , Inactivación del Cromosoma X
9.
EMBO Rep ; 22(3): e51009, 2021 03 03.
Artículo en Inglés | MEDLINE | ID: mdl-33512761

RESUMEN

Histone post-translational modifications (PTMs) are key players in chromatin regulation. The identification of novel histone acylations raises important questions regarding their role in transcription. In this study, we characterize the role of an acylation on the lateral surface of the histone octamer, H3K122 succinylation (H3K122succ), in chromatin function and transcription. Using chromatin succinylated at H3K122 in in vitro transcription assays, we show that the presence of H3K122succ is sufficient to stimulate transcription. In line with this, we found in our ChIP assays H3K122succ enriched on promoters of active genes and H3K122succ enrichment scaling with gene expression levels. Furthermore, we show that the co-activators p300/CBP can succinylate H3K122 and identify sirtuin 5 (SIRT5) as a new desuccinylase. By applying single molecule FRET assays, we demonstrate a direct effect of H3K122succ on nucleosome stability, indicating an important role for histone succinylation in modulating chromatin dynamics. Together, these data provide the first insights into the mechanisms underlying transcriptional regulation by H3K122succ.


Asunto(s)
Histonas , Nucleosomas , Cromatina/genética , Regulación de la Expresión Génica , Histonas/genética , Histonas/metabolismo , Nucleosomas/genética , Procesamiento Proteico-Postraduccional
10.
EMBO Rep ; 22(12): e53007, 2021 12 06.
Artículo en Inglés | MEDLINE | ID: mdl-34605140

RESUMEN

While Epstein-Barr virus (EBV) establishes a life-long latent infection in apparently healthy human immunocompetent hosts, immunodeficient individuals are at particular risk to develop lymphoproliferative B-cell malignancies caused by EBV. A key EBV protein is the transcription factor EBV nuclear antigen 2 (EBNA2), which initiates B-cell proliferation. Here, we combine biochemical, cellular, and in vivo experiments demonstrating that the mitotic polo-like kinase 1 (PLK1) binds to EBNA2, phosphorylates its transactivation domain, and thereby inhibits its biological activity. EBNA2 mutants that impair PLK1 binding or prevent EBNA2 phosphorylation are gain-of-function mutants. They exhibit enhanced transactivation capacities, accelerate the proliferation of infected B cells, and promote the development of monoclonal B-cell lymphomas in infected mice. Thus, PLK1 coordinates the activity of EBNA2 to attenuate the risk of tumor incidences in favor of the establishment of latency in the infected but healthy host.


Asunto(s)
Infecciones por Virus de Epstein-Barr , Herpesvirus Humano 4 , Animales , Proteínas de Ciclo Celular , Infecciones por Virus de Epstein-Barr/complicaciones , Antígenos Nucleares del Virus de Epstein-Barr/genética , Antígenos Nucleares del Virus de Epstein-Barr/metabolismo , Herpesvirus Humano 4/metabolismo , Ratones , Fosforilación , Proteínas Serina-Treonina Quinasas , Proteínas Proto-Oncogénicas , Latencia del Virus , Quinasa Tipo Polo 1
11.
EMBO J ; 35(7): 773-90, 2016 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-26912722

RESUMEN

Intraflagellar transport (IFT) relies on the IFT complex and is required for ciliogenesis. The IFT-B complex consists of 9-10 stably associated core subunits and six "peripheral" subunits that were shown to dissociate from the core structure at moderate salt concentration. We purified the six "peripheral"IFT-B subunits of Chlamydomonas reinhardtiias recombinant proteins and show that they form a stable complex independently of the IFT-B core. We suggest a nomenclature of IFT-B1 (core) and IFT-B2 (peripheral) for the two IFT-B subcomplexes. We demonstrate that IFT88, together with the N-terminal domain of IFT52, is necessary to bridge the interaction between IFT-B1 and B2. The crystal structure of IFT52N reveals highly conserved residues critical for IFT-B1/IFT-B2 complex formation. Furthermore, we show that of the three IFT-B2 subunits containing a calponin homology (CH) domain (IFT38, 54, and 57), only IFT54 binds αß-tubulin as a potential IFT cargo, whereas the CH domains of IFT38 and IFT57 mediate the interaction with IFT80 and IFT172, respectively. Crystal structures of IFT54 CH domains reveal that tubulin binding is mediated by basic surface-exposed residues.


Asunto(s)
Chlamydomonas reinhardtii/metabolismo , Flagelos/metabolismo , Proteínas de Plantas/metabolismo , Tubulina (Proteína)/metabolismo , Cristalografía por Rayos X , Proteínas de Plantas/química
12.
J Biol Chem ; 292(18): 7462-7473, 2017 05 05.
Artículo en Inglés | MEDLINE | ID: mdl-28298440

RESUMEN

Motile cilia are found on unicellular organisms such as the green alga Chlamydomonas reinhardtii, on sperm cells, and on cells that line the trachea and fallopian tubes in mammals. The motility of cilia relies on a number of large protein complexes including the force-generating outer dynein arms (ODAs). The transport of ODAs into cilia has been previously shown to require the transport adaptor ODA16, as well as the intraflagellar transport (IFT) protein IFT46, but the molecular mechanism by which ODAs are recognized and transported into motile cilia is still unclear. Here, we determined the high-resolution crystal structure of C. reinhardtii ODA16 (CrODA16) and mapped the binding to IFT46 and ODAs. The CrODA16 structure revealed a small 80-residue N-terminal domain and a C-terminal 8-bladed ß-propeller domain that are both required for the association with the N-terminal 147 residues of IFT46. The dissociation constant of the IFT46-ODA16 complex was 200 nm, demonstrating that CrODA16 associates with the IFT complex with an affinity comparable with that of the individual IFT subunits. Furthermore, we show, using ODAs extracted from the axonemes of C. reinhardtii, that the C-terminal ß-propeller but not the N-terminal domain of CrODA16 is required for the interaction with ODAs. These data allowed us to present an architectural model for ODA16-mediated IFT of ODAs.


Asunto(s)
Proteínas Portadoras , Chlamydomonas reinhardtii , Dineínas , Flagelos , Proteínas de Plantas , Axonema/química , Axonema/genética , Axonema/metabolismo , Proteínas Portadoras/química , Proteínas Portadoras/genética , Proteínas Portadoras/metabolismo , Chlamydomonas reinhardtii/química , Chlamydomonas reinhardtii/genética , Chlamydomonas reinhardtii/metabolismo , Cristalografía por Rayos X , Dineínas/química , Dineínas/genética , Dineínas/metabolismo , Flagelos/química , Flagelos/genética , Flagelos/metabolismo , Proteínas de Plantas/química , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Dominios Proteicos , Transporte de Proteínas/fisiología
13.
ACS Omega ; 9(18): 19796-19804, 2024 May 07.
Artículo en Inglés | MEDLINE | ID: mdl-38737045

RESUMEN

Resorbable polylactic acid (PLA) ultrathin fibers have been applied as scaffolds for tissue engineering applications due to their micro- and nanoporous structure that favor cell adhesion, besides inducing cell proliferation and upregulating gene expression related to tissue regeneration. Incorporation of multiwalled carbon nanotubes into PLA fibers has been reported to increase the mechanical properties of the scaffold, making them even more suitable for tissue engineering applications. Ideally, scaffolds should be degraded simultaneously with tissue growth. Hydration and swelling are factors related to scaffold degradation. Hydration would negatively impact the mechanical properties since PLA shows hydrolytic degradation. Water absorption critically affects the catalysis and allowance of the hydrolysis reactions. Moreover, either mass transport and chemical reactions are influenced by confined water, which is an unexplored subject for PLA micro- and nanoporous fibers. Here, we probe and investigate confined water onto highly porous PLA microfibers containing few amounts of incorporated carbon nanotubes by Fourier transform infrared (FTIR) spectroscopy. A hydrostatic pressure was applied to the fibers to enhance the intermolecular interactions between water molecules and C=O groups from polyester bonds, which were evaluated over the wavenumber between 1600 and 2000 cm-1. The analysis of temperature dependence of FTIR spectra indicated the presence of confined water which is characterized by a non-Arrhenius to Arrhenius crossover at T0 = 190 K for 1716 and 1817 cm-1 carbonyl bands of PLA. These bands are sensitive to a hydrogen bond network of confined water. The relevance of our finding relies on the challenge detecting confined water in hydrophobic cavities as in the PLA one. To the best of our knowledge, we present the first report referring the presence of confined water in a hydrophobic scaffold as PLA for tissue engineering. Our findings can provide new opportunities to understand the role of confined water in tissue engineering applications. For instance, we argue that PLA degradation may be affected the most by confined water. PLA degradation involves hydrolytic and enzymatic degradation reactions, which can both be sensitive to changes in water properties.

14.
Cell Rep Methods ; 4(3): 100710, 2024 Mar 25.
Artículo en Inglés | MEDLINE | ID: mdl-38401540

RESUMEN

Ferroptosis, a regulated cell death hallmarked by unrestrained lipid peroxidation, plays a pivotal role in the pathophysiology of various diseases, making it a promising therapeutic target. Glutathione peroxidase 4 (GPX4) prevents ferroptosis by reducing (phospho)lipid hydroperoxides, yet evaluation of its actual activity has remained arduous. Here, we present a tangible method using affinity-purified GPX4 to capture a snapshot of its native activity. Next to measuring GPX4 activity, this improved method allows for the investigation of mutational GPX4 activity, exemplified by the GPX4U46C mutant lacking selenocysteine at its active site, as well as the evaluation of GPX4 inhibitors, such as RSL3, as a showcase. Furthermore, we apply this method to the second ferroptosis guardian, ferroptosis suppressor protein 1, to validate the newly identified ferroptosis inhibitor WIN62577. Together, these methods open up opportunities for evaluating alternative ferroptosis suppression mechanisms.


Asunto(s)
Ferroptosis , Muerte Celular Regulada , Fosfolípido Hidroperóxido Glutatión Peroxidasa/metabolismo , Peroxidación de Lípido/fisiología , Peróxidos Lipídicos
15.
Nat Comput Sci ; 4(5): 367-378, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38730184

RESUMEN

Large language models have greatly enhanced our ability to understand biology and chemistry, yet robust methods for structure-based drug discovery, quantum chemistry and structural biology are still sparse. Precise biomolecule-ligand interaction datasets are urgently needed for large language models. To address this, we present MISATO, a dataset that combines quantum mechanical properties of small molecules and associated molecular dynamics simulations of ~20,000 experimental protein-ligand complexes with extensive validation of experimental data. Starting from the existing experimental structures, semi-empirical quantum mechanics was used to systematically refine these structures. A large collection of molecular dynamics traces of protein-ligand complexes in explicit water is included, accumulating over 170 µs. We give examples of machine learning (ML) baseline models proving an improvement of accuracy by employing our data. An easy entry point for ML experts is provided to enable the next generation of drug discovery artificial intelligence models.


Asunto(s)
Descubrimiento de Drogas , Aprendizaje Automático , Simulación de Dinámica Molecular , Proteínas , Ligandos , Descubrimiento de Drogas/métodos , Proteínas/química , Proteínas/metabolismo , Teoría Cuántica
16.
EMBO J ; 28(15): 2293-306, 2009 Aug 05.
Artículo en Inglés | MEDLINE | ID: mdl-19556969

RESUMEN

Nonsense-mediated decay (NMD) is a eukaryotic quality control mechanism that degrades mRNAs carrying premature stop codons. In mammalian cells, NMD is triggered when UPF2 bound to UPF3 on a downstream exon junction complex interacts with UPF1 bound to a stalled ribosome. We report structural studies on the interaction between the C-terminal region of UPF2 and intact UPF1. Crystal structures, confirmed by EM and SAXS, show that the UPF1 CH-domain is docked onto its helicase domain in a fixed configuration. The C-terminal region of UPF2 is natively unfolded but binds through separated alpha-helical and beta-hairpin elements to the UPF1 CH-domain. The alpha-helical region binds sixfold more weakly than the beta-hairpin, whereas the combined elements bind 80-fold more tightly. Cellular assays show that NMD is severely affected by mutations disrupting the beta-hairpin binding, but not by those only affecting alpha-helix binding. We propose that the bipartite mode of UPF2 binding to UPF1 brings the ribosome and the EJC in close proximity by forming a tight complex after an initial weak encounter with either element.


Asunto(s)
Mapeo de Interacción de Proteínas , Estabilidad del ARN , ARN Mensajero/metabolismo , Transactivadores/metabolismo , Factores de Transcripción/metabolismo , Secuencia de Aminoácidos , Cristalografía por Rayos X , Análisis Mutacional de ADN , Microscopía Electrónica , Datos de Secuencia Molecular , Mutación Missense , Resonancia Magnética Nuclear Biomolecular , Unión Proteica , Dominios y Motivos de Interacción de Proteínas , Estructura Cuaternaria de Proteína , Estructura Secundaria de Proteína , Estructura Terciaria de Proteína , ARN Helicasas , Proteínas de Unión al ARN , Dispersión del Ángulo Pequeño , Alineación de Secuencia , Transactivadores/química , Factores de Transcripción/química
17.
Int J Biol Macromol ; 243: 125228, 2023 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-37290544

RESUMEN

Melaleuca alternifolia essential oil (MaEO) is a green antimicrobial agent suitable for confection eco-friendly disinfectants to substitute conventional chemical disinfectants commonly formulated with toxic substances that cause dangerous environmental impacts. In this contribution, MaEO-in-water Pickering emulsions were successfully stabilized with cellulose nanofibrils (CNFs) by a simple mixing procedure. MaEO and the emulsions presented antimicrobial activities against Staphylococcus aureus (S. aureus) and Escherichia coli (E. coli). Moreover, MaEO deactivated the SARS-CoV-2 virions immediately. FT-Raman and FTIR spectroscopies indicate that the CNF stabilizes the MaEO droplets in water by the dipole-induced-dipole interactions and hydrogen bonds. The factorial design of experiments (DoE) indicates that CNF content and mixing time have significant effects on preventing the MaEO droplets' coalescence during 30-day shelf life. The bacteria inhibition zone assays show that the most stable emulsions showed antimicrobial activity comparable to commercial disinfectant agents such as hypochlorite. The MaEO/water stabilized-CNF emulsion is a promissory natural disinfectant with antibacterial activity against these bacteria strains, including the capability to damage the spike proteins at the SARS-CoV-2 particle surface after 15 min of direct contact when the MaEO concentration is 30 % v/v.


Asunto(s)
Antiinfecciosos , COVID-19 , Desinfectantes , Melaleuca , Aceite de Árbol de Té , Celulosa/química , Emulsiones/química , SARS-CoV-2 , Escherichia coli , Staphylococcus aureus , Antiinfecciosos/farmacología , Agua/química
18.
Nat Struct Mol Biol ; 30(11): 1806-1815, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37957306

RESUMEN

Ferroptosis, marked by iron-dependent lipid peroxidation, may present an Achilles heel for the treatment of cancers. Ferroptosis suppressor protein-1 (FSP1), as the second ferroptosis mainstay, efficiently prevents lipid peroxidation via NAD(P)H-dependent reduction of quinones. Because its molecular mechanisms have remained obscure, we studied numerous FSP1 mutations present in cancer or identified by untargeted random mutagenesis. This mutational analysis elucidates the FAD/NAD(P)H-binding site and proton-transfer function of FSP1, which emerged to be evolutionarily conserved among different NADH quinone reductases. Using random mutagenesis screens, we uncover the mechanism of action of next-generation FSP1 inhibitors. Our studies identify the binding pocket of the first FSP1 inhibitor, iFSP1, and introduce the first species-independent FSP1 inhibitor, targeting the NAD(P)H-binding pocket. Conclusively, our study provides new insights into the molecular functions of FSP1 and enables the rational design of FSP1 inhibitors targeting cancer cells.


Asunto(s)
Ferroptosis , Ferroptosis/genética , NAD , Mutación , Mutagénesis , Sitios de Unión , Protones
19.
RNA ; 16(6): 1205-16, 2010 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-20430857

RESUMEN

Small nuclear and small nucleolar RNAs (snRNAs and snoRNAs) are critical components of snRNPs and snoRNPs and play an essential role in the maturation of, respectively, mRNAs and rRNAs within the nucleus of eukaryotic cells. Complex and specific pathways exist for the assembly of snRNPs and snoRNPs, involving, for instance, nucleocytoplasmic transport of snRNAs and intranuclear transport between compartments of snoRNAs. The phosphorylated adaptor for nuclear export (PHAX) is required for nuclear export of snRNAs in metazoans and also involved in the intranuclear transport of snoRNAs to Cajal bodies. PHAX contains a conserved single-stranded nucleic acid binding domain (RNA_GG_bind domain) with no sequence homology with any other known RNA-binding module. Here, we report NMR and X-ray crystallography studies that elucidate the structural basis for RNA recognition by the PHAX RNA-binding domain (PHAX-RBD). The crystal structure of the RNA_GG_bind domain from the parasite Cryptosporidium parvum (Cp RBD) forms well-folded dimers in solution in the absence of any ligand. The human PHAX-RBD is monomeric and only adopts a tertiary fold upon RNA binding. The PHAX-RBD represents a novel helical fold and binds single-stranded RNA with micromolar affinity without sequence specificity. RNA recognition by human PHAX-RBD is consistent with mutational analysis that affects RNA binding and PHAX-mediated nuclear export. Our data suggest that the PHAX-RBD mediates auxiliary RNA contacts with the snRNA and snoRNA substrates that are required for transport and/or substrate release.


Asunto(s)
Proteínas de Transporte Nucleocitoplasmático/metabolismo , Fosfoproteínas/metabolismo , ARN Nuclear Pequeño/química , ARN Nucleolar Pequeño/química , Secuencia de Bases , Sitios de Unión , Dicroismo Circular , Cryptosporidium parvum/genética , Humanos , Modelos Moleculares , Conformación de Ácido Nucleico , ARN Protozoario/química , ARN Protozoario/genética , ARN Protozoario/metabolismo , ARN Nuclear Pequeño/genética , ARN Nuclear Pequeño/metabolismo , ARN Nucleolar Pequeño/genética , ARN Nucleolar Pequeño/metabolismo , Especificidad por Sustrato
20.
Sci Rep ; 12(1): 9593, 2022 06 10.
Artículo en Inglés | MEDLINE | ID: mdl-35688849

RESUMEN

The replication complex (RC) of SARS-CoV-2 was recently shown to be one of the fastest RNA-dependent RNA polymerases of any known coronavirus. With this rapid elongation, the RC is more prone to incorporate mismatches during elongation, resulting in a highly variable genomic sequence. Such mutations render the design of viral protein targets difficult, as drugs optimized for a given viral protein sequence can quickly become inefficient as the genomic sequence evolves. Here, we use biochemical experiments to characterize features of RNA template recognition and elongation fidelity of the SARS-CoV-2 RdRp, and the role of the exonuclease, nsp14. Our study highlights the 2'OH group of the RNA ribose as a critical component for RdRp template recognition and elongation. We show that RdRp fidelity is reduced in the presence of the 3' deoxy-terminator nucleotide 3'dATP, which promotes the incorporation of mismatched nucleotides (leading to U:C, U:G, U:U, C:U, and A:C base pairs). We find that the nsp10-nsp14 heterodimer is unable to degrade RNA products lacking free 2'OH or 3'OH ribose groups. Our results suggest the potential use of 3' deoxy-terminator nucleotides in RNA-derived oligonucleotide inhibitors as antivirals against SARS-CoV-2.


Asunto(s)
COVID-19 , SARS-CoV-2 , Antivirales/química , Antivirales/farmacología , Humanos , Nucleótidos/farmacología , ARN Viral/genética , ARN Viral/metabolismo , ARN Polimerasa Dependiente del ARN/genética , Ribosa , SARS-CoV-2/genética , Proteínas no Estructurales Virales/metabolismo , Proteínas Virales/genética , Proteínas Virales/farmacología , Replicación Viral/genética
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