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1.
Cell ; 186(4): 850-863.e16, 2023 02 16.
Artigo em Inglês | MEDLINE | ID: mdl-36803605

RESUMO

It is unknown whether pangolins, the most trafficked mammals, play a role in the zoonotic transmission of bat coronaviruses. We report the circulation of a novel MERS-like coronavirus in Malayan pangolins, named Manis javanica HKU4-related coronavirus (MjHKU4r-CoV). Among 86 animals, four tested positive by pan-CoV PCR, and seven tested seropositive (11 and 12.8%). Four nearly identical (99.9%) genome sequences were obtained, and one virus was isolated (MjHKU4r-CoV-1). This virus utilizes human dipeptidyl peptidase-4 (hDPP4) as a receptor and host proteases for cell infection, which is enhanced by a furin cleavage site that is absent in all known bat HKU4r-CoVs. The MjHKU4r-CoV-1 spike shows higher binding affinity for hDPP4, and MjHKU4r-CoV-1 has a wider host range than bat HKU4-CoV. MjHKU4r-CoV-1 is infectious and pathogenic in human airways and intestinal organs and in hDPP4-transgenic mice. Our study highlights the importance of pangolins as reservoir hosts of coronaviruses poised for human disease emergence.


Assuntos
Infecções por Coronavirus , Coronavirus , Dipeptidil Peptidase 4 , Pangolins , Animais , Humanos , Camundongos , Quirópteros , Infecções por Coronavirus/veterinária , Infecções por Coronavirus/virologia , Dipeptidil Peptidase 4/genética , Dipeptidil Peptidase 4/metabolismo , Endopeptidases/metabolismo , Coronavírus da Síndrome Respiratória do Oriente Médio/genética , Coronavírus da Síndrome Respiratória do Oriente Médio/metabolismo , Peptídeo Hidrolases/metabolismo , Receptores Virais/metabolismo , Internalização do Vírus , Coronavirus/fisiologia
2.
Cell ; 186(24): 5347-5362.e24, 2023 11 22.
Artigo em Inglês | MEDLINE | ID: mdl-37963465

RESUMO

Trace amine-associated receptor 1 (TAAR1) senses a spectrum of endogenous amine-containing metabolites (EAMs) to mediate diverse psychological functions and is useful for schizophrenia treatment without the side effects of catalepsy. Here, we systematically profiled the signaling properties of TAAR1 activation and present nine structures of TAAR1-Gs/Gq in complex with EAMs, clinical drugs, and synthetic compounds. These structures not only revealed the primary amine recognition pocket (PARP) harboring the conserved acidic D3.32 for conserved amine recognition and "twin" toggle switch for receptor activation but also elucidated that targeting specific residues in the second binding pocket (SBP) allowed modulation of signaling preference. In addition to traditional drug-induced Gs signaling, Gq activation by EAM or synthetic compounds is beneficial to schizophrenia treatment. Our results provided a structural and signaling framework for molecular recognition by TAAR1, which afforded structural templates and signal clues for TAAR1-targeted candidate compounds design.


Assuntos
Receptores Acoplados a Proteínas G , Transdução de Sinais , Humanos , Aminas/metabolismo , Receptores Acoplados a Proteínas G/metabolismo , Esquizofrenia/metabolismo
3.
Cell ; 182(1): 50-58.e8, 2020 07 09.
Artigo em Inglês | MEDLINE | ID: mdl-32516571

RESUMO

COVID-19 has spread worldwide since 2019 and is now a severe threat to public health. We previously identified the causative agent as a novel SARS-related coronavirus (SARS-CoV-2) that uses human angiotensin-converting enzyme 2 (hACE2) as the entry receptor. Here, we successfully developed a SARS-CoV-2 hACE2 transgenic mouse (HFH4-hACE2 in C3B6 mice) infection model. The infected mice generated typical interstitial pneumonia and pathology that were similar to those of COVID-19 patients. Viral quantification revealed the lungs as the major site of infection, although viral RNA could also be found in the eye, heart, and brain in some mice. Virus identical to SARS-CoV-2 in full-genome sequences was isolated from the infected lung and brain tissues. Last, we showed that pre-exposure to SARS-CoV-2 could protect mice from severe pneumonia. Our results show that the hACE2 mouse would be a valuable tool for testing potential vaccines and therapeutics.


Assuntos
Betacoronavirus/fisiologia , Infecções por Coronavirus/patologia , Modelos Animais de Doenças , Camundongos Transgênicos , Pneumonia Viral/patologia , Enzima de Conversão de Angiotensina 2 , Animais , COVID-19 , Feminino , Humanos , Doenças Pulmonares Intersticiais/patologia , Doenças Pulmonares Intersticiais/virologia , Masculino , Camundongos , Camundongos Endogâmicos C3H , Camundongos Endogâmicos C57BL , Camundongos Transgênicos/genética , Pandemias , Peptidil Dipeptidase A/genética , SARS-CoV-2 , Tropismo Viral , Redução de Peso
4.
Cell ; 175(6): 1546-1560.e17, 2018 11 29.
Artigo em Inglês | MEDLINE | ID: mdl-30500537

RESUMO

Mammalian folate metabolism is comprised of cytosolic and mitochondrial pathways with nearly identical core reactions, yet the functional advantages of such an organization are not well understood. Using genome-editing and biochemical approaches, we find that ablating folate metabolism in the mitochondria of mammalian cell lines results in folate degradation in the cytosol. Mechanistically, we show that QDPR, an enzyme in tetrahydrobiopterin metabolism, moonlights to repair oxidative damage to tetrahydrofolate (THF). This repair capacity is overwhelmed when cytosolic THF hyperaccumulates in the absence of mitochondrially produced formate, leading to THF degradation. Unexpectedly, we also find that the classic antifolate methotrexate, by inhibiting its well-known target DHFR, causes even more extensive folate degradation in nearly all tested cancer cell lines. These findings shed light on design features of folate metabolism, provide a biochemical basis for clinically observed folate deficiency in QDPR-deficient patients, and reveal a hitherto unknown and unexplored cellular effect of methotrexate.


Assuntos
Carbono/metabolismo , Citosol/metabolismo , Formiatos/metabolismo , Mitocôndrias/metabolismo , Neoplasias/metabolismo , Tetra-Hidrofolatos/metabolismo , Citosol/patologia , Células HCT116 , Células HeLa , Humanos , Células MCF-7 , Metotrexato/farmacocinética , Metotrexato/farmacologia , Mitocôndrias/patologia , Proteínas Mitocondriais/metabolismo , Proteínas de Neoplasias/metabolismo , Neoplasias/tratamento farmacológico , Neoplasias/patologia , Tetra-Hidrofolato Desidrogenase/metabolismo
5.
Nature ; 615(7954): 841-847, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36991191

RESUMO

The abyssal ocean circulation is a key component of the global meridional overturning circulation, cycling heat, carbon, oxygen and nutrients throughout the world ocean1,2. The strongest historical trend observed in the abyssal ocean is warming at high southern latitudes2-4, yet it is unclear what processes have driven this warming, and whether this warming is linked to a slowdown in the ocean's overturning circulation. Furthermore, attributing change to specific drivers is difficult owing to limited measurements, and because coupled climate models exhibit biases in the region5-7. In addition, future change remains uncertain, with the latest coordinated climate model projections not accounting for dynamic ice-sheet melt. Here we use a transient forced high-resolution coupled ocean-sea-ice model to show that under a high-emissions scenario, abyssal warming is set to accelerate over the next 30 years. We find that meltwater input around Antarctica drives a contraction of Antarctic Bottom Water (AABW), opening a pathway that allows warm Circumpolar Deep Water greater access to the continental shelf. The reduction in AABW formation results in warming and ageing of the abyssal ocean, consistent with recent measurements. In contrast, projected wind and thermal forcing has little impact on the properties, age and volume of AABW. These results highlight the critical importance of Antarctic meltwater in setting the abyssal ocean overturning, with implications for global ocean biogeochemistry and climate that could last for centuries.


Assuntos
Congelamento , Temperatura Alta , Oceanos e Mares , Água do Mar , Movimentos da Água , Regiões Antárticas , Água do Mar/análise , Água do Mar/química , Aceleração , Incerteza , Mudança Climática
6.
Nature ; 618(7963): 193-200, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37225986

RESUMO

Odorants are detected as smell in the nasal epithelium of mammals by two G-protein-coupled receptor families, the odorant receptors and the trace amine-associated receptors1,2 (TAARs). TAARs emerged following the divergence of jawed and jawless fish, and comprise a large monophyletic family of receptors that recognize volatile amine odorants to elicit both intraspecific and interspecific innate behaviours such as attraction and aversion3-5. Here we report cryo-electron microscopy structures of mouse TAAR9 (mTAAR9) and mTAAR9-Gs or mTAAR9-Golf trimers in complex with ß-phenylethylamine, N,N-dimethylcyclohexylamine or spermidine. The mTAAR9 structures contain a deep and tight ligand-binding pocket decorated with a conserved D3.32W6.48Y7.43 motif, which is essential for amine odorant recognition. In the mTAAR9 structure, a unique disulfide bond connecting the N terminus to ECL2 is required for agonist-induced receptor activation. We identify key structural motifs of TAAR family members for detecting monoamines and polyamines and the shared sequence of different TAAR members that are responsible for recognition of the same odour chemical. We elucidate the molecular basis of mTAAR9 coupling to Gs and Golf by structural characterization and mutational analysis. Collectively, our results provide a structural basis for odorant detection, receptor activation and Golf coupling of an amine olfactory receptor.


Assuntos
Aminas Biogênicas , Odorantes , Percepção Olfatória , Poliaminas , Receptores Odorantes , Animais , Camundongos , Aminas Biogênicas/análise , Aminas Biogênicas/química , Aminas Biogênicas/metabolismo , Microscopia Crioeletrônica , Subunidades alfa Gs de Proteínas de Ligação ao GTP/química , Subunidades alfa Gs de Proteínas de Ligação ao GTP/metabolismo , Subunidades alfa Gs de Proteínas de Ligação ao GTP/ultraestrutura , Odorantes/análise , Percepção Olfatória/fisiologia , Poliaminas/análise , Poliaminas/química , Poliaminas/metabolismo , Receptores de Amina Biogênica/química , Receptores de Amina Biogênica/genética , Receptores de Amina Biogênica/metabolismo , Receptores de Amina Biogênica/ultraestrutura , Receptores Odorantes/química , Receptores Odorantes/genética , Receptores Odorantes/metabolismo , Receptores Odorantes/ultraestrutura , Olfato/fisiologia , Espermidina/análise , Espermidina/química , Espermidina/metabolismo
7.
Nature ; 616(7955): 143-151, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36991123

RESUMO

The relationship between the human placenta-the extraembryonic organ made by the fetus, and the decidua-the mucosal layer of the uterus, is essential to nurture and protect the fetus during pregnancy. Extravillous trophoblast cells (EVTs) derived from placental villi infiltrate the decidua, transforming the maternal arteries into high-conductance vessels1. Defects in trophoblast invasion and arterial transformation established during early pregnancy underlie common pregnancy disorders such as pre-eclampsia2. Here we have generated a spatially resolved multiomics single-cell atlas of the entire human maternal-fetal interface including the myometrium, which enables us to resolve the full trajectory of trophoblast differentiation. We have used this cellular map to infer the possible transcription factors mediating EVT invasion and show that they are preserved in in vitro models of EVT differentiation from primary trophoblast organoids3,4 and trophoblast stem cells5. We define the transcriptomes of the final cell states of trophoblast invasion: placental bed giant cells (fused multinucleated EVTs) and endovascular EVTs (which form plugs inside the maternal arteries). We predict the cell-cell communication events contributing to trophoblast invasion and placental bed giant cell formation, and model the dual role of interstitial EVTs and endovascular EVTs in mediating arterial transformation during early pregnancy. Together, our data provide a comprehensive analysis of postimplantation trophoblast differentiation that can be used to inform the design of experimental models of the human placenta in early pregnancy.


Assuntos
Multiômica , Primeiro Trimestre da Gravidez , Trofoblastos , Feminino , Humanos , Gravidez , Movimento Celular , Placenta/irrigação sanguínea , Placenta/citologia , Placenta/fisiologia , Primeiro Trimestre da Gravidez/fisiologia , Trofoblastos/citologia , Trofoblastos/metabolismo , Trofoblastos/fisiologia , Decídua/irrigação sanguínea , Decídua/citologia , Relações Materno-Fetais/fisiologia , Análise de Célula Única , Miométrio/citologia , Miométrio/fisiologia , Diferenciação Celular , Organoides/citologia , Organoides/fisiologia , Células-Tronco/citologia , Transcriptoma , Fatores de Transcrição/metabolismo , Comunicação Celular
8.
Mol Cell ; 81(6): 1187-1199.e5, 2021 03 18.
Artigo em Inglês | MEDLINE | ID: mdl-33581076

RESUMO

Type I interferons (IFNs) are critical cytokines in the host defense against invading pathogens. Sustained production of IFNs, however, is detrimental to the host, as it provokes autoimmune diseases. Thus, the expression of IFNs is tightly controlled. We report that the mRNA 5' cap-binding protein 4EHP plays a key role in regulating type I IFN concomitant with controlling virus replication, both in vitro and in vivo. Mechanistically, 4EHP suppresses IFN-ß production by effecting the miR-34a-induced translational silencing of Ifnb1 mRNA. miR-34a is upregulated by both RNA virus infection and IFN-ß induction, prompting a negative feedback regulatory mechanism that represses IFN-ß expression via 4EHP. These findings demonstrate the direct involvement of 4EHP in virus-induced host response, underscoring a critical translational silencing mechanism mediated by 4EHP and miR-34a to impede sustained IFN production. This study highlights an intrinsic regulatory function for miRNA and the translation machinery in maintaining host homeostasis.


Assuntos
Fator de Iniciação 4E em Eucariotos/imunologia , Imunidade Inata , MicroRNAs/imunologia , Biossíntese de Proteínas/imunologia , Infecções por Vírus de RNA/imunologia , Vírus de RNA/imunologia , Animais , Fator de Iniciação 4E em Eucariotos/genética , Células HEK293 , Humanos , Interferon beta/genética , Interferon beta/imunologia , Camundongos , Camundongos Transgênicos , MicroRNAs/genética , Infecções por Vírus de RNA/genética , Vírus de RNA/genética
9.
Immunity ; 48(2): 258-270.e5, 2018 02 20.
Artigo em Inglês | MEDLINE | ID: mdl-29452935

RESUMO

Group 2 innate lymphoid cells (ILC2s) are a specialized subset of lymphoid effector cells that are critically involved in allergic responses; however, the mechanisms of their regulation remain unclear. We report that conditional deletion of the E3 ubiquitin ligase VHL in innate lymphoid progenitors minimally affected early-stage bone marrow ILC2s but caused a selective and intrinsic decrease in mature ILC2 numbers in peripheral non-lymphoid tissues, resulting in reduced type 2 immune responses. VHL deficiency caused the accumulation of hypoxia-inducible factor 1α (HIF1α) and attenuated interleukin-33 (IL-33) receptor ST2 expression, which was rectified by HIF1α ablation or inhibition. HIF1α-driven expression of the glycolytic enzyme pyruvate kinase M2 downmodulated ST2 expression via epigenetic modification and inhibited IL-33-induced ILC2 development. Our study indicates that the VHL-HIF-glycolysis axis is essential for the late-stage maturation and function of ILC2s via targeting IL-33-ST2 pathway.


Assuntos
Glicólise , Linfócitos/fisiologia , Receptores de Interleucina/fisiologia , Ubiquitina-Proteína Ligases/fisiologia , Proteína Supressora de Tumor Von Hippel-Lindau/fisiologia , Animais , Diferenciação Celular , Epigenômica , Subunidade alfa do Fator 1 Induzível por Hipóxia/fisiologia , Proteína 1 Semelhante a Receptor de Interleucina-1/genética , Interleucina-33/farmacologia , Camundongos , Transdução de Sinais
10.
Cell ; 149(4): 832-46, 2012 May 11.
Artigo em Inglês | MEDLINE | ID: mdl-22579286

RESUMO

Localized protein synthesis requires assembly and transport of translationally silenced ribonucleoprotein particles (RNPs), some of which are exceptionally large. Where in the cell such large RNP granules first assemble was heretofore unknown. We previously reported that during synapse development, a fragment of the Wnt-1 receptor, DFrizzled2, enters postsynaptic nuclei where it forms prominent foci. Here we show that these foci constitute large RNP granules harboring synaptic protein transcripts. These granules exit the nucleus by budding through the inner and the outer nuclear membranes in a nuclear egress mechanism akin to that of herpes viruses. This budding involves phosphorylation of A-type lamin, a protein linked to muscular dystrophies. Thus nuclear envelope budding is an endogenous nuclear export pathway for large RNP granules.


Assuntos
Proteínas de Drosophila/metabolismo , Drosophila melanogaster/metabolismo , Receptores Frizzled/metabolismo , Lamina Tipo A/metabolismo , Junção Neuromuscular/metabolismo , Membrana Nuclear/metabolismo , RNA Mensageiro/metabolismo , Ribonucleoproteínas/metabolismo , Animais , Drosophila melanogaster/ultraestrutura , Humanos , Larva/metabolismo , Larva/ultraestrutura , Fibras Musculares Esqueléticas/ultraestrutura , Membrana Nuclear/ultraestrutura , Transdução de Sinais
11.
Nature ; 592(7854): 376-380, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33854251

RESUMO

The collective dynamics of topological structures1-6 are of interest from both fundamental and applied perspectives. For example, studies of dynamical properties of magnetic vortices and skyrmions3,4 have not only deepened our understanding of many-body physics but also offered potential applications in data processing and storage7. Topological structures constructed from electrical polarization, rather than electron spin, have recently been realized in ferroelectric superlattices5,6, and these are promising for ultrafast electric-field control of topological orders. However, little is known about the dynamics underlying the functionality of such complex extended nanostructures. Here, using terahertz-field excitation and femtosecond X-ray diffraction measurements, we observe ultrafast collective polarization dynamics that are unique to polar vortices, with orders-of-magnitude higher frequencies and smaller lateral size than those of experimentally realized magnetic vortices3. A previously unseen tunable mode, hereafter referred to as a vortexon, emerges in the form of transient arrays of nanoscale circular patterns of atomic displacements, which reverse their vorticity on picosecond timescales. Its frequency is considerably reduced (softened) at a critical strain, indicating a condensation (freezing) of structural dynamics. We use first-principles-based atomistic calculations and phase-field modelling to reveal the microscopic atomic arrangements and corroborate the frequencies of the vortex modes. The discovery of subterahertz collective dynamics in polar vortices opens opportunities for electric-field-driven data processing in topological structures with ultrahigh speed and density.

12.
Proc Natl Acad Sci U S A ; 121(3): e2313387121, 2024 Jan 16.
Artigo em Inglês | MEDLINE | ID: mdl-38190529

RESUMO

The studies on the origin of versatile oxidation pathways toward targeted pollutants in the single-atom catalysts (SACs)/peroxymonosulfate (PMS) systems were always associated with the coordination structures rather than the perspective of pollutant characteristics, and the analysis of mechanism commonality is lacking. In this work, a variety of single-atom catalysts (M-SACs, M: Fe, Co, and Cu) were fabricated via a pyrolysis process using lignin as the complexation agent and substrate precursor. Sixteen kinds of commonly detected pollutants in various references were selected, and their lnkobs values in M-SACs/PMS systems correlated well (R2 = 0.832 to 0.883) with their electrophilic indexes (reflecting the electron accepting/donating ability of the pollutants) as well as the energy gap (R2 = 0.801 to 0.840) between the pollutants and M-SACs/PMS complexes. Both the electron transfer process (ETP) and radical pathways can be significantly enhanced in the M-SACs/PMS systems, while radical oxidation was overwhelmed by the ETP oxidation toward the pollutants with lower electrophilic indexes. In contrast, pollutants with higher electrophilic indexes represented the weaker electron-donating capacity to the M-SACs/PMS complexes, which resulted in the weaker ETP oxidation accompanied with noticeable radical oxidation. In addition, the ETP oxidation in different M-SACs/PMS systems can be regulated via the energy gaps between the M-SACs/PMS complexes and pollutants. As a result, the Fenton-like activities in the M-SACs/PMS systems could be well modulated by the reaction pathways, which were determined by both electrophilic indexes of pollutants and single-atom sites. This work provided a strategy to establish PMS-based AOP systems with tunable oxidation capacities and pathways for high-efficiency organic decontamination.

13.
Proc Natl Acad Sci U S A ; 121(11): e2319427121, 2024 Mar 12.
Artigo em Inglês | MEDLINE | ID: mdl-38442175

RESUMO

Heterogeneous high-valent cobalt-oxo [≡Co(IV)=O] is a widely focused reactive species in oxidant activation; however, the relationship between the catalyst interfacial defects and ≡Co(IV)=O formation remains poorly understood. Herein, photoexcited oxygen vacancies (OVs) were introduced into Co3O4 (OV-Co3O4) by a UV-induced modification method to facilitate chlorite (ClO2-) activation. Density functional theory calculations indicate that OVs result in low-coordinated Co atom, which can directionally anchor chlorite under the oxygen-atom trapping effect. Chlorite first undergoes homolytic O-Cl cleavage and transfers the dissociated O atom to the low-coordinated Co atom to form reactive ≡Co(IV)=O with a higher spin state. The reactive ≡Co(IV)=O rapidly extracts one electron from ClO2- to form chlorine dioxide (ClO2), accompanied by the Co atom returning a lower spin state. As a result of the oxygen-atom trapping effect, the OV-Co3O4/chlorite system achieved a 3.5 times higher efficiency of sulfamethoxazole degradation (~0.1331 min-1) than the pristine Co3O4/chlorite system. Besides, the refiled OVs can be easily restored by re-exposure to UV light, indicating the sustainability of the oxygen atom trap. The OV-Co3O4 was further fabricated on a polyacrylonitrile membrane for back-end water purification, achieving continuous flow degradation of pollutants with low cobalt leakage. This work presents an enhancement strategy for constructing OV as an oxygen-atom trapping site in heterogeneous advanced oxidation processes and provides insight into modulating the formation of ≡Co(IV)=O via defect engineering.

14.
Proc Natl Acad Sci U S A ; 121(11): e2312596121, 2024 Mar 12.
Artigo em Inglês | MEDLINE | ID: mdl-38437555

RESUMO

Self-assembled DNA crystals offer a precise chemical platform at the ångström-scale for DNA nanotechnology, holding enormous potential in material separation, catalysis, and DNA data storage. However, accurately controlling the crystallization kinetics of such DNA crystals remains challenging. Herein, we found that atomic-level 5-methylcytosine (5mC) modification can regulate the crystallization kinetics of DNA crystal by tuning the hybridization rates of DNA motifs. We discovered that by manipulating the axial and combination of 5mC modification on the sticky ends of DNA tensegrity triangle motifs, we can obtain a series of DNA crystals with controllable morphological features. Through DNA-PAINT and FRET-labeled DNA strand displacement experiments, we elucidate that atomic-level 5mC modification enhances the affinity constant of DNA hybridization at both the single-molecule and macroscopic scales. This enhancement can be harnessed for kinetic-driven control of the preferential growth direction of DNA crystals. The 5mC modification strategy can overcome the limitations of DNA sequence design imposed by limited nucleobase numbers in various DNA hybridization reactions. This strategy provides a new avenue for the manipulation of DNA crystal structure, valuable for the advancement of DNA and biomacromolecular crystallography.


Assuntos
5-Metilcitosina , DNA , Cristalização , Catálise , Cristalografia
15.
Proc Natl Acad Sci U S A ; 121(28): e2321193121, 2024 Jul 09.
Artigo em Inglês | MEDLINE | ID: mdl-38954549

RESUMO

Iron antimonide (FeSb2) has been investigated for decades due to its puzzling electronic properties. It undergoes the temperature-controlled transition from an insulator to an ill-defined metal, with a cross-over from diamagnetism to paramagnetism. Extensive efforts have been made to uncover the underlying mechanism, but a consensus has yet to be reached. While macroscopic transport and magnetic measurements can be explained by different theoretical proposals, the essential spectroscopic evidence required to distinguish the physical origin is missing. In this paper, through the use of X-ray absorption spectroscopy and atomic multiplet simulations, we have observed the mixed spin states of 3d 6 configuration in FeSb2. Furthermore, we reveal that the enhancement of the conductivity, whether induced by temperature or doping, is characterized by populating the high-spin state from the low-spin state. Our work constitutes vital spectroscopic evidence that the electrical/magnetical transition in FeSb2 is directly associated with the spin-state excitation.

16.
Brief Bioinform ; 25(4)2024 May 23.
Artigo em Inglês | MEDLINE | ID: mdl-38960406

RESUMO

Spatial transcriptomics data play a crucial role in cancer research, providing a nuanced understanding of the spatial organization of gene expression within tumor tissues. Unraveling the spatial dynamics of gene expression can unveil key insights into tumor heterogeneity and aid in identifying potential therapeutic targets. However, in many large-scale cancer studies, spatial transcriptomics data are limited, with bulk RNA-seq and corresponding Whole Slide Image (WSI) data being more common (e.g. TCGA project). To address this gap, there is a critical need to develop methodologies that can estimate gene expression at near-cell (spot) level resolution from existing WSI and bulk RNA-seq data. This approach is essential for reanalyzing expansive cohort studies and uncovering novel biomarkers that have been overlooked in the initial assessments. In this study, we present STGAT (Spatial Transcriptomics Graph Attention Network), a novel approach leveraging Graph Attention Networks (GAT) to discern spatial dependencies among spots. Trained on spatial transcriptomics data, STGAT is designed to estimate gene expression profiles at spot-level resolution and predict whether each spot represents tumor or non-tumor tissue, especially in patient samples where only WSI and bulk RNA-seq data are available. Comprehensive tests on two breast cancer spatial transcriptomics datasets demonstrated that STGAT outperformed existing methods in accurately predicting gene expression. Further analyses using the TCGA breast cancer dataset revealed that gene expression estimated from tumor-only spots (predicted by STGAT) provides more accurate molecular signatures for breast cancer sub-type and tumor stage prediction, and also leading to improved patient survival and disease-free analysis. Availability: Code is available at https://github.com/compbiolabucf/STGAT.


Assuntos
Perfilação da Expressão Gênica , RNA-Seq , Transcriptoma , Humanos , RNA-Seq/métodos , Perfilação da Expressão Gênica/métodos , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Regulação Neoplásica da Expressão Gênica , Biologia Computacional/métodos , Feminino , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo
17.
Plant Cell ; 35(3): 1038-1057, 2023 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-36471914

RESUMO

Fruit ripening relies on the precise spatiotemporal control of RNA polymerase II (Pol II)-dependent gene transcription, and the evolutionarily conserved Mediator (MED) coactivator complex plays an essential role in this process. In tomato (Solanum lycopersicum), a model climacteric fruit, ripening is tightly coordinated by ethylene and several key transcription factors. However, the mechanism underlying the transmission of context-specific regulatory signals from these ripening-related transcription factors to the Pol II transcription machinery remains unknown. Here, we report the mechanistic function of MED25, a subunit of the plant Mediator transcriptional coactivator complex, in controlling the ethylene-mediated transcriptional program during fruit ripening. Multiple lines of evidence indicate that MED25 physically interacts with the master transcription factors of the ETHYLENE-INSENSITIVE 3 (EIN3)/EIN3-LIKE (EIL) family, thereby playing an essential role in pre-initiation complex formation during ethylene-induced gene transcription. We also show that MED25 forms a transcriptional module with EIL1 to regulate the expression of ripening-related regulatory as well as structural genes through promoter binding. Furthermore, the EIL1-MED25 module orchestrates both positive and negative feedback transcriptional circuits, along with its downstream regulators, to fine-tune ethylene homeostasis during fruit ripening.


Assuntos
Solanum lycopersicum , Fatores de Transcrição , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Solanum lycopersicum/genética , Frutas/metabolismo , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Etilenos/metabolismo , Regulação da Expressão Gênica de Plantas
18.
J Immunol ; 213(2): 204-213, 2024 07 15.
Artigo em Inglês | MEDLINE | ID: mdl-38856712

RESUMO

Bats are the natural reservoir hosts of some viruses, some of which may spill over to humans and cause global-scale pandemics. Different from humans, bats may coexist with high pathogenic viruses without showing symptoms of diseases. As one of the most important first defenses, bat type I IFNs (IFN-Is) were thought to play a role during this virus coexistence and thus were studied in recent years. However, there are arguments about whether bats have a contracted genome locus or constitutively expressed IFNs, mainly due to species-specific findings. We hypothesized that because of the lack of pan-bat analysis, the common characteristics of bat IFN-Is have not been revealed yet. In this study, we characterized the IFN-I locus for nine Yangochiroptera bats and three Yinpterochiroptera bats on the basis of their high-quality bat genomes. We also compared the basal expression in six bats and compared the antiviral and antiproliferative activity and the thermostability of representative Rhinolophus bat IFNs. We found a dominance of unconventional IFNω-like responses in the IFN-I system, which is unique to bats. In contrast to IFNα-dominated IFN-I loci in the majority of other mammals, bats generally have shorter IFN-I loci with more unconventional IFNω-like genes (IFNω or related IFNαω), but with fewer or even no IFNα genes. In addition, bats generally have constitutively expressed IFNs, the highest expressed of which is more likely an IFNω-like gene. Likewise, the highly expressed IFNω-like protein also demonstrated the best antiviral activity, antiproliferative activity, or thermostability, as shown in a representative Rhinolophus bat species. Overall, we revealed pan-bat unique, to our knowledge, characteristics in the IFN-I system, which provide insights into our understanding of the innate immunity that contributes to a special coexistence between bats and viruses.


Assuntos
Quirópteros , Interferon Tipo I , Quirópteros/imunologia , Quirópteros/genética , Quirópteros/virologia , Animais , Interferon Tipo I/genética , Interferon Tipo I/imunologia , Humanos , Antivirais , Imunidade Inata/genética , Filogenia
19.
Nucleic Acids Res ; 52(D1): D376-D383, 2024 Jan 05.
Artigo em Inglês | MEDLINE | ID: mdl-37870448

RESUMO

Allosteric regulation, induced by perturbations at an allosteric site topographically distinct from the orthosteric site, is one of the most direct and efficient ways to fine-tune macromolecular function. The Allosteric Database (ASD; accessible online at http://mdl.shsmu.edu.cn/ASD) has been systematically developed since 2009 to provide comprehensive information on allosteric regulation. In recent years, allostery has seen sustained growth and wide-ranging applications in life sciences, from basic research to new therapeutics development, while also elucidating emerging obstacles across allosteric research stages. To overcome these challenges and maintain high-quality data center services, novel features were curated in the ASD2023 update: (i) 66 589 potential allosteric sites, covering > 80% of the human proteome and constituting the human allosteric pocketome; (ii) 748 allosteric protein-protein interaction (PPI) modulators with clear mechanisms, aiding protein machine studies and PPI-targeted drug discovery; (iii) 'Allosteric Hit-to-Lead,' a pioneering dataset providing panoramic views from 87 well-defined allosteric hits to 6565 leads and (iv) 456 dualsteric modulators for exploring the simultaneous regulation of allosteric and orthosteric sites. Meanwhile, ASD2023 maintains a significant growth of foundational allosteric data. Based on these efforts, the allosteric knowledgebase is progressively evolving towards an integrated landscape, facilitating advancements in allosteric target identification, mechanistic exploration and drug discovery.


Assuntos
Sítio Alostérico , Bases de Conhecimento , Humanos , Regulação Alostérica , Descoberta de Drogas , Ligantes , Proteoma , Mapas de Interação de Proteínas
20.
Proc Natl Acad Sci U S A ; 120(8): e2205186120, 2023 02 21.
Artigo em Inglês | MEDLINE | ID: mdl-36787363

RESUMO

Chemiluminescence (CL) with the elimination of excitation light and minimal autofluorescence interference has been wieldy applied in biosensing and bioimaging. However, the traditional emission of CL probes was mainly in the range of 400 to 650 nm, leading to undesired resolution and penetration in a biological object. Therefore, it was urgent to develop CL molecules in the near-infrared window [NIR, including NIR-I (650 to 900 nm) and near-infrared-II (900 to 1,700 nm)], coupled with unique advantages of long-time imaging, sensitive response, and high resolution at depths of millimeters. However, no NIR-II CL unimolecular probe has been reported until now. Herein, we developed an H2S-activated NIR-II CL probe [chemiluminiscence donor 950, (CD-950)] by covalently connecting two Schaap's dioxetane donors with high chemical energy to a NIR-II fluorophore acceptor candidate via intramolecular CL resonance energy transfer strategy, thereby achieving high efficiency of 95%. CD-950 exhibited superior capacity including long-duration imaging (~60 min), deeper tissue penetration (~10 mm), and specific H2S response under physiological conditions. More importantly, CD-950 showed detection capability for metformin-induced hepatotoxicity with 2.5-fold higher signal-to-background ratios than that of NIR-II fluorescence mode. The unimolecular NIR-II CL probe holds great potential for the evaluation of drug-induced side effects by tracking its metabolites in vivo, further facilitating the rational design of novel NIR-II CL-based detection platforms.


Assuntos
Luminescência , Sondas Moleculares , Corantes Fluorescentes/química , Imagem Óptica/métodos , Espectroscopia de Luz Próxima ao Infravermelho/métodos
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