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1.
Biomol NMR Assign ; 2024 Mar 29.
Artigo em Inglês | MEDLINE | ID: mdl-38551798

RESUMO

The intraflagellar transport (IFT) machinery plays a crucial role in the bidirectional trafficking of components necessary for ciliary signaling, such as the Hedgehog, Wnt/PCR, and cAMP/PKA systems. Defects in some components of the IFT machinery cause dysfunction, leading to a wide range of human diseases and developmental disorders termed ciliopathies, such as nephronophthisis. The IFT machinery comprises three sub-complexes: BBsome, IFT-A, and IFT-B. The IFT protein 54 (IFT54) is an important component of the IFT-B sub-complex. In anterograde movement, IFT54 binds to active kinesin-II, walking along the cilia microtubule axoneme and carrying the dynein-2 complex in an inactive state, which works for retrograde movement. Several mutations in IFT54 are known to cause Senior-Loken syndrome, a ciliopathy. IFT54 possesses a divergent Calponin Homology (CH) domain termed as NN-CH domain at its N-terminus. However, several aspects of the function of the NN-CH domain of IFT54 are still obscure. Here, we report the 1H, 15N, and 13C resonance assignments of the NN-CH domain of human IFT54 and its solution structure. The NN-CH domain of human IFT54 adopts essentially the α1-α2-α3-α4-α5 topology as that of mouse IFT54, whose structure was determined by X-ray crystallographic study. The structural information and assignments obtained in this study shed light on the molecular function of the NN-CH domain in IFT54.

2.
J Phys Chem Lett ; 15(6): 1677-1685, 2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38315662

RESUMO

The utility of alcohol as a hydrogen bonding donor is considered a providential avenue for moderating the high basicity and reactivity of the fluoride ion, typically used with large cations. However, the practicality of alcohol-fluoride systems in reactions is hampered by the limited understanding of the pertinent interactions between the OH group and F-. Therefore, this study comparatively investigates the thermal, structural, and physical properties of the CsF-2-propanol and CsF-1,1,1,3,3,3-hexafluoro-2-propanol systems to explicate the effects of the fluoroalkyl group on the interaction of alcohols and F-. The two systems exhibit vastly different phase diagrams despite the similar saturated concentrations. A combination of spectroscopic analyses, alcohol activity coefficient measurements, and theoretical calculations reveal the fluorinated alcohol system harbors the stronger OH···F- interactions between the two systems. The diffusion coefficient and ionic conductivity measurements attribute the present results to disparate states of ion association in the two systems.

3.
Biochemistry ; 63(5): 632-643, 2024 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-38377677

RESUMO

Hepatitis B virus X protein (HBx) plays a crucial role in the development of hepatocellular carcinoma (HCC) associated with hepatitis B virus (HBV) infection. The full-length HBx protein interacts with Bcl-xL and is involved in the HBV replication and cell death processes. The three hydrophobic residues Trp120, Leu123, and Ile127 of the HBx BH3-like motif are essential for the Bcl-xL-binding. On the other hand, various lengths of C-terminal-truncated HBx mutants are frequently detected in HCC tissues, and these mutants, rather than the full-length HBx, appear to be responsible for HCC development. Notably, the region spanning residues 1-120 of HBx [HBx(1 and 120)] has been strongly associated with an increased risk of HCC development. However, the mode of interaction between HBx(1-120) and Bcl-xL remains unclear. HBx(1-120) possesses only Trp120 among the three hydrophobic residues essential for the Bcl-xL-binding. To elucidate this interaction mode, we employed a C-terminal-deleted HBx BH3-like motif peptide composed of residues 101-120. Here, we present the NMR complex structure of Bcl-xL and HBx(101-120). Our results demonstrate that HBx(101-120) binds to Bcl-xL in a weaker manner. Considering the high expression of Bcl-xL in HCC cells, this weak interaction, in conjunction with the overexpression of Bcl-xL in HCC cells, may potentially contribute to HCC development through the interaction between C-terminal-truncated HBx and Bcl-xL.


Assuntos
Carcinoma Hepatocelular , Hepatite B , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/metabolismo , Neoplasias Hepáticas/metabolismo , Transativadores/química , Proteínas Virais Reguladoras e Acessórias/metabolismo , Proteína bcl-X/química , Vírus da Hepatite B/genética , Vírus da Hepatite B/metabolismo , Hepatite B/complicações , Hepatite B/patologia
4.
Wilderness Environ Med ; 35(1): 57-66, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38379485

RESUMO

Okinawa prefecture is a popular tourist destination due to its beaches and reefs. The reefs host a large variety of animals, including a number of venomous species. Because of the popularity of the reefs and marine activities, people are frequently in close contact with dangerous venomous species and, thus, are exposed to potential envenomation. Commonly encountered venomous animals throughout Okinawa include the invertebrate cone snail, sea urchin, crown-of-thorns starfish, blue-ringed octopus, box jellyfish, and fire coral. The vertebrates include the stonefish, lionfish, sea snake, and moray eel. Treatment for marine envenomation can involve first aid, hot water immersion, antivenom, supportive care, regional anesthesia, and pharmaceutical administration. Information on venomous animals, their toxins, and treatment should be well understood by prehospital care providers and physicians practicing in the prefecture.


Assuntos
Antozoários , Cubomedusas , Hydrophiidae , Animais , Antivenenos , Primeiros Socorros
5.
J Agric Food Chem ; 72(5): 2657-2666, 2024 Feb 07.
Artigo em Inglês | MEDLINE | ID: mdl-38288662

RESUMO

Rice straw (RS), an agricultural residue rich in carbohydrates, has substantial potential for bioethanol production. However, the presence of lignin impedes access to these carbohydrates, hindering efficient carbohydrate-to-bioethanol conversion. Here, we expressed versatile peroxidase (VP), a lignin-degrading enzyme, in Pichia pastoris and used it to delignify RS at 30 °C using a membrane bioreactor that continuously discarded the degraded lignin. Klason lignin analysis revealed that VP-treatment led to 35% delignification of RS. We then investigated the delignified RS by SEC, FTIR, and SEM. The results revealed the changes of RS caused by VP-mediated delignification. Additionally, we compared the saccharification and fermentation yields between RSs treated with and without VP, VP-RS, and Ctrl-RS, respectively. This examination unveiled an improvement in glucose and bioethanol production, VP-RS exhibiting up to 1.5-fold and 1.4-fold production, respectively. These findings underscore the potential of VP for delignifying RS and enhancing bioethanol production through an eco-friendly approach.


Assuntos
Lignina , Oryza , Lignina/química , Oryza/química , Peroxidase/metabolismo , Carboidratos/química , Peroxidases/metabolismo , Fermentação , Hidrólise
6.
J Mol Biol ; 436(5): 168331, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-37898385

RESUMO

TAT rhodopsin, a microbial rhodopsin found in the marine SAR11 bacterium HIMB114, uniquely possesses a Thr-Ala-Thr (TAT) motif in the third transmembrane helix. Because of a low pKa value of the retinal Schiff base (RSB), TAT rhodopsin exhibits both a visible light-absorbing state with the protonated RSB and a UV-absorbing state with the deprotonated RSB at a neutral pH. The UV-absorbing state, in contrast to the visible light-absorbing one, converts to a long-lived photointermediate upon light absorption, implying that TAT rhodopsin functions as a pH-dependent light sensor. Despite detailed biophysical characterization and mechanistic studies on the TAT rhodopsin, it has been unknown whether other proteins with similarly unusual features exist. Here, we identified several new rhodopsin genes homologous to the TAT rhodopsin of HIMB114 (TATHIMB) from metagenomic data. Based on the absorption spectra of expressed proteins from these genes with visible and UV peaks similar to that of TATHIMB, they were classified as Twin-peaked Rhodopsin (TwR) family. TwR genes form a gene cluster with a set of 13 ORFs conserved in subclade IIIa of SAR11 bacteria. A glutamic acid in the second transmembrane helix, Glu54, is conserved in all of the TwRs. We investigated E54Q mutants of two TwRs and revealed that Glu54 plays critical roles in regulating the RSB pKa, oligomer formation, and the efficient photoreaction of the UV-absorbing state. The discovery of novel TwRs enables us to study the universality and individuality of the characteristics revealed so far in the original TATHIMB and contributes to further studies on mechanisms of unique properties of TwRs.

7.
Biophys J ; 123(3): 294-306, 2024 Feb 06.
Artigo em Inglês | MEDLINE | ID: mdl-38115583

RESUMO

HIV-1 Vif is known to counteract the antiviral activity of human apolipoprotein B mRNA-editing catalytic polypeptide-like (A3), a cytidine deaminase, in various ways. However, the precise mechanism behind this interaction has remained elusive. Within infected cells, Vif forms a complex called VßBCC, comprising CBFß and the components of E3 ubiquitin ligase, Elongin B, Elongin C, and Cullin5. Together with the ubiquitin-conjugating enzyme, VßBCC induces ubiquitination-mediated proteasomal degradation of A3. However, Vif exhibits additional counteractive effects. In this study, we elucidate that VßBCC inhibits deamination by A3G, A3F, and A3B independently of proteasomal degradation. Surprisingly, we discovered that this inhibition for A3G is directly attributed to the interaction between VßBCC and the C-terminal domain of A3G. Previously, it was believed that Vif did not interact with the C-terminal domain. Our findings suggest that inhibiting the interaction between VßBCC and the C-terminal domain, as well as the N-terminal domain known to be targeted for ubiquitination, of A3G may be needed to prevent counteraction by Vif.


Assuntos
HIV-1 , Produtos do Gene vif do Vírus da Imunodeficiência Humana , Humanos , Citosina Desaminase/metabolismo , HIV-1/metabolismo , Ligação Proteica , Proteólise
8.
BMC Biol ; 21(1): 291, 2023 12 18.
Artigo em Inglês | MEDLINE | ID: mdl-38110917

RESUMO

BACKGROUND: Rhabdomeric photoreceptors of eyes in the terrestrial slug Limax are the typical invertebrate-type but unique in that three visual opsins (Gq-coupled rhodopsin, xenopsin, Opn5A) and one retinochrome, all belonging to different groups, are co-expressed. However, molecular properties including spectral sensitivity and G protein selectivity of any of them are not determined, which prevents us from understanding an advantage of multiplicity of opsin properties in a single rhabdomeric photoreceptor. To gain insight into the functional role of the co-expression of multiple opsin species in a photoreceptor, we investigated the molecular properties of the visual opsins in the present study. RESULTS: First, we found that the fourth member of visual opsins, Opn5B, is also co-expressed in the rhabdomere of the photoreceptor together with previously identified three opsins. The photoreceptors were also demonstrated to express Gq and Go alpha subunits. We then determined the spectral sensitivity of the four visual opsins using biochemical and spectroscopic methods. Gq-coupled rhodopsin and xenopsin exhibit maximum sensitivity at ~ 456 and 475 nm, respectively, and Opn5A and Opn5B exhibit maximum sensitivity at ~ 500 and 470 nm, respectively, with significant UV sensitivity. Notably, in vitro experiments revealed that Go alpha was activated by all four visual opsins, in contrast to the specific activation of Gq alpha by Gq-coupled rhodopsin, suggesting that the eye photoreceptor of Limax uses complex G protein signaling pathways. CONCLUSIONS: The eye photoreceptor in Limax expresses as many as four different visual opsin species belonging to three distinct classes. The combination of opsins with different spectral sensitivities and G protein selectivities may underlie physiological properties of the ocular photoreception, such as a shift in spectral sensitivity between dark- and light-adapted states. This may be allowed by adjustment of the relative contribution of the four opsins without neural networks, enabling a simple strategy for fine-tuning of vision.


Assuntos
Opsinas , Células Fotorreceptoras de Invertebrados , Animais , Opsinas/genética , Opsinas/análise , Células Fotorreceptoras de Invertebrados/fisiologia , Rodopsina/genética , Moluscos , Proteínas de Ligação ao GTP/análise , Proteínas de Ligação ao GTP/metabolismo
9.
Am J Disaster Med ; 18(1): 17-30, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37970696

RESUMO

OBJECTIVE: We aimed to clarify the characteristics of patients consulted by the medical staff with emergency medicine (EM) physicians after vaccination and EM physicians transferred to an outside hospital. DESIGN: The Japanese Self-Defense Force established a large-scale coronavirus disease 2019 (COVID-19) vaccination center. Overall, 1,306,928 citizens received the Moderna vaccine, which targeted the first and second vaccinations between May 24, 2021 and November 30, 2021. EM physicians were always available in the emergency room (ER). The medical staff could consult the patients with EM physicians; however, the criteria were ambiguous. We conducted signal detection analysis on the patients who experienced adverse events to detect characteristics. RESULTS: Of the 3,312 patients experienced adverse events after vaccination, the medical staff consulted 344 with EM physicians. The patients whose respiratory rate and systolic blood pressure (BP) were more than 18 per minute and 162 mmHg, respectively, were considerably consulted. In addition, the patients whose systolic BP was more than 186.5 mmHg were transferred to an outside hospital. No patients were seriously ill or died after being transferred to an outside hospital. CONCLUSIONS: The medical staff consulted the patients with a high respiratory rate or BP with EM physicians. In addition to BP, the respiratory rate would also be necessary as a finding that suggests a patient's severity after vaccination. Therefore, it appears safer that EM physicians are always available to ensure the recipients' safety when running a new large-scale vaccination center against unknown diseases, such as COVID-19.


Assuntos
COVID-19 , Medicina de Emergência , Médicos , Humanos , COVID-19/prevenção & controle , Vacinas contra COVID-19 , Vacinação , Estudos Prospectivos
10.
Biochem Biophys Res Commun ; 683: 149112, 2023 11 26.
Artigo em Inglês | MEDLINE | ID: mdl-37857165

RESUMO

Human origin recognition complex (hORC) binds to the DNA replication origin and then initiates DNA replication. However, hORC does not exhibit DNA sequence-specificity and how hORC recognizes the replication origin on genomic DNA remains elusive. Previously, we found that hORC recognizes G-quadruplex structures potentially formed near the replication origin. Then, we showed that hORC subunit 1 (hORC1) preferentially binds to G-quadruplex DNAs using a hORC1 construct comprising residues 413 to 511 (hORC1413-511). Here, we investigate the structural characteristics of hORC1413-511 in its free and complex forms with G-quadruplex DNAs. Circular dichroism and nuclear magnetic resonance (NMR) spectroscopic studies indicated that hORC1413-511 is disordered except for a short α-helical region in both the free and complex forms. NMR chemical shift perturbation (CSP) analysis suggested that basic residues, arginines and lysines, and polar residues, serines and threonines, are involved in the G-quadruplex DNA binding. Then, this was confirmed by mutation analysis. Interestingly, CSP analysis indicated that hORC1413-511 binds to both parallel- and (3 + 1)-type G-quadruplex DNAs using the same residues, and thereby in the same manner. Our study suggests that hORC1 uses its intrinsically disordered G-quadruplex binding region to recognize parallel-type and (3 + 1)-type G-quadruplex structures at replication origin.


Assuntos
Quadruplex G , Humanos , Complexo de Reconhecimento de Origem/metabolismo , DNA/química , Espectroscopia de Ressonância Magnética , Replicação do DNA , Dicroísmo Circular
11.
Int J Biol Macromol ; 253(Pt 5): 127188, 2023 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-37783244

RESUMO

The depolymerization of lignocellulosic biomass is facilitated by feruloyl esterases (FAEs), which hydrolyze ester bonds between lignin and polysaccharides. Fungal FAEs belonging to subfamily (SF) 6 release precursors such as ferulic acid derivatives, attractive for biochemical production. Among these, Aspergillus sydowii FAE (AsFaeE), an SF6 FAE, exhibits remarkable activity across various substrates. In this study, we conducted X-ray crystallography and kinetic analysis to unravel the molecular mechanisms governing substrate recognition and catalysis by AsFaeE. AsFaeE exhibits a typical α/ß-hydrolase fold, characterized by a catalytic triad of serine, aspartate, and histidine. Comparative analysis of substrate-free, ferulic acid-bound, and sinapic acid-bound forms of AsFaeE suggests a conformational change in the loop covering the substrate-binding pocket upon binding. Notably, Pro158 and Phe159 within this loop cover the phenolic part of the substrate, forming three layers of planar rings. Our structure-based functional mutagenesis clarifies the roles of the residues involved in substrate binding and catalytic activity. Furthermore, distinct substrate-binding mechanisms between AsFaeE and other studied FAEs are identified. This investigation offers the initial structural insights into substrate recognition by SF6 FAEs, equipping us with structural knowledge that might facilitate the design of FAE variants capable of efficiently processing a wider range of substrate sizes.


Assuntos
Hidrolases de Éster Carboxílico , Hidrólise , Cinética , Hidrolases de Éster Carboxílico/química , Especificidade por Substrato
12.
Cell ; 186(20): 4325-4344.e26, 2023 09 28.
Artigo em Inglês | MEDLINE | ID: mdl-37652010

RESUMO

KCR channelrhodopsins (K+-selective light-gated ion channels) have received attention as potential inhibitory optogenetic tools but more broadly pose a fundamental mystery regarding how their K+ selectivity is achieved. Here, we present 2.5-2.7 Å cryo-electron microscopy structures of HcKCR1 and HcKCR2 and of a structure-guided mutant with enhanced K+ selectivity. Structural, electrophysiological, computational, spectroscopic, and biochemical analyses reveal a distinctive mechanism for K+ selectivity; rather than forming the symmetrical filter of canonical K+ channels achieving both selectivity and dehydration, instead, three extracellular-vestibule residues within each monomer form a flexible asymmetric selectivity gate, while a distinct dehydration pathway extends intracellularly. Structural comparisons reveal a retinal-binding pocket that induces retinal rotation (accounting for HcKCR1/HcKCR2 spectral differences), and design of corresponding KCR variants with increased K+ selectivity (KALI-1/KALI-2) provides key advantages for optogenetic inhibition in vitro and in vivo. Thus, discovery of a mechanism for ion-channel K+ selectivity also provides a framework for next-generation optogenetics.


Assuntos
Channelrhodopsins , Rhinosporidium , Humanos , Channelrhodopsins/química , Channelrhodopsins/genética , Channelrhodopsins/metabolismo , Channelrhodopsins/ultraestrutura , Microscopia Crioeletrônica , Canais Iônicos , Potássio/metabolismo , Rhinosporidium/química
13.
Int J Mol Sci ; 24(10)2023 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-37240414

RESUMO

An RNA aptamer that strongly binds to a target molecule has the potential to be a nucleic acid drug inside living human cells. To investigate and improve this potential, it is critical to elucidate the structure and interaction of RNA aptamers inside living cells. We examined an RNA aptamer for HIV-1 Tat (TA), which had been found to trap Tat and repress its function in living human cells. We first used in vitro NMR to examine the interaction between TA and a part of Tat containing the binding site for trans-activation response element (TAR). It was revealed that two U-A∗U base triples are formed in TA upon binding of Tat. This was assumed to be critical for strong binding. Then, TA in complex with a part of Tat was incorporated into living human cells. The presence of two U-A∗U base triples was also revealed for the complex in living human cells by in-cell NMR. Thus, the activity of TA in living human cells was rationally elucidated by in-cell NMR.


Assuntos
Aptâmeros de Nucleotídeos , HIV-1 , Humanos , Produtos do Gene tat do Vírus da Imunodeficiência Humana/metabolismo , Aptâmeros de Nucleotídeos/química , HIV-1/metabolismo , Conformação de Ácido Nucleico , Espectroscopia de Ressonância Magnética , RNA Viral/genética
14.
Biochemistry ; 62(9): 1429-1432, 2023 05 02.
Artigo em Inglês | MEDLINE | ID: mdl-37057907

RESUMO

Retinal G-protein-coupled receptor (RGR) plays a crucial role in the visual system of vertebrates as a retinal photoisomerase, which isomerizes all-trans-retinal to 11-cis-retinal to maintain the photosensitivity of visual rhodopsins. Despite the previous characterization of bovine RGR, little is known about the spectral properties of RGR from other species. In addition, photoreactivity of the 11-cis-retinal-binding form remains unclear. In this study, we revealed that human and chicken RGRs form blue-absorbing pigments similar to bovine RGR. Furthermore, the spectroscopic and biochemical analyses revealed that bovine and chicken RGRs are bistable rhodopsins displaying a reversible photoreaction. These findings provide insight into the behavior of RGR as a retinal photoisomerase and aid in understanding its role in the visual system.


Assuntos
Retina , Retinaldeído , Animais , Bovinos , Humanos , Retinaldeído/química , Receptores Acoplados a Proteínas G , cis-trans-Isomerases , Proteínas do Olho/química , Rodopsina
15.
Biochemistry ; 62(8): 1347-1359, 2023 04 18.
Artigo em Inglês | MEDLINE | ID: mdl-37001008

RESUMO

Animal visual rhodopsins can be classified into monostable and bistable rhodopsins, which are typically found in vertebrates and invertebrates, respectively. The former example is bovine rhodopsin (BovRh), whose structures and functions have been extensively studied. On the other hand, those of bistable rhodopsins are less known, despite their importance in optogenetics. Here, low-temperature Fourier-transform infrared (FTIR) spectroscopy was applied to jumping spider rhodopsin-1 (SpiRh1) at 77 K, and the obtained light-induced spectral changes were compared with those of squid rhodopsin (SquRh) and BovRh. Although chromophore distortion of the resting state monitored by HOOP vibrations is not distinctive between invertebrate and vertebrate rhodopsins, distortion of the all-trans chromophore after photoisomerization is unique for BovRh, and the distortion was localized at the center of the chromophore in SpiRh1 and SquRh. Highly conserved aspartate (D83 in BovRh) does not change the hydrogen-bonding environment in invertebrate rhodopsins. Thus, present FTIR analysis provides specific structural changes, leading to activation of invertebrate and vertebrate rhodopsins. On the other hand, the analysis of O-D stretching vibrations in D2O revealed unique features of protein-bound water molecules. Numbers of water bands in SpiRh1 and SquRh were less and more than those in BovRh. The X-ray crystal structure of SpiRh1 observed a bridged water molecule between the protonated Schiff base and its counterion (E194), but strongly hydrogen-bonded water molecules were never detected in SpiRh1, as well as SquRh and BovRh. Thus, absence of strongly hydrogen-bonded water molecules is substantial for animal rhodopsins, which is distinctive from microbial rhodopsins.


Assuntos
Rodopsina , Rodopsinas Microbianas , Animais , Bovinos , Rodopsina/química , Espectroscopia de Infravermelho com Transformada de Fourier/métodos , Água/química , Hidrogênio , Bases de Schiff/química
16.
Nature ; 615(7952): 535-540, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36859551

RESUMO

Energy transfer from light-harvesting ketocarotenoids to the light-driven proton pump xanthorhodopsins has been previously demonstrated in two unique cases: an extreme halophilic bacterium1 and a terrestrial cyanobacterium2. Attempts to find carotenoids that bind and transfer energy to abundant rhodopsin proton pumps3 from marine photoheterotrophs have thus far failed4-6. Here we detected light energy transfer from the widespread hydroxylated carotenoids zeaxanthin and lutein to the retinal moiety of xanthorhodopsins and proteorhodopsins using functional metagenomics combined with chromophore extraction from the environment. The light-harvesting carotenoids transfer up to 42% of the harvested energy in the violet- or blue-light range to the green-light absorbing retinal chromophore. Our data suggest that these antennas may have a substantial effect on rhodopsin phototrophy in the world's lakes, seas and oceans. However, the functional implications of our findings are yet to be discovered.


Assuntos
Organismos Aquáticos , Processos Fototróficos , Bombas de Próton , Rodopsinas Microbianas , Organismos Aquáticos/metabolismo , Organismos Aquáticos/efeitos da radiação , Bactérias/metabolismo , Bactérias/efeitos da radiação , Carotenoides/metabolismo , Cor , Cianobactérias/metabolismo , Cianobactérias/efeitos da radiação , Processos Heterotróficos/efeitos da radiação , Luz , Oceanos e Mares , Processos Fototróficos/efeitos da radiação , Bombas de Próton/metabolismo , Bombas de Próton/efeitos da radiação , Rodopsinas Microbianas/metabolismo , Rodopsinas Microbianas/efeitos da radiação , Zeaxantinas/metabolismo , Zeaxantinas/efeitos da radiação , Luteína/metabolismo , Luteína/efeitos da radiação , Metagenoma , Lagos
17.
Neural Netw ; 161: 228-241, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36774862

RESUMO

Although deep Reinforcement Learning (RL) has proven successful in a wide range of tasks, one challenge it faces is interpretability when applied to real-world problems. Saliency maps are frequently used to provide interpretability for deep neural networks. However, in the RL domain, existing saliency map approaches are either computationally expensive and thus cannot satisfy the real-time requirement of real-world scenarios or cannot produce interpretable saliency maps for RL policies. In this work, we propose an approach of Distillation with selective Input Gradient Regularization (DIGR) which uses policy distillation and input gradient regularization to produce new policies that achieve both high interpretability and computation efficiency in generating saliency maps. Our approach is also found to improve the robustness of RL policies to multiple adversarial attacks. We conduct experiments on three tasks, MiniGrid (Fetch Object), Atari (Breakout) and CARLA Autonomous Driving, to demonstrate the importance and effectiveness of our approach.


Assuntos
Destilação , Reforço Psicológico , Aprendizagem , Redes Neurais de Computação
18.
Chem Commun (Camb) ; 59(1): 102-105, 2022 Dec 22.
Artigo em Inglês | MEDLINE | ID: mdl-36475447

RESUMO

We introduced an isotopically labeled RNA aptamer for HIV-1 Tat prepared by E. coli transcription into HeLa cells. We successfully recorded the first heteronuclear 2D in-cell NMR spectra, which makes it possible to study the interaction of the RNA aptamer with argininamide in living human cells with higher resolution.


Assuntos
Aptâmeros de Nucleotídeos , Produtos do Gene tat do Vírus da Imunodeficiência Humana , Humanos , Aptâmeros de Nucleotídeos/química , Escherichia coli , Células HeLa , Espectroscopia de Ressonância Magnética
19.
Nat Commun ; 13(1): 7143, 2022 11 29.
Artigo em Inglês | MEDLINE | ID: mdl-36446768

RESUMO

Base-pair opening is a fundamental property of nucleic acids that plays important roles in biological functions. However, studying the base-pair opening dynamics inside living cells has remained challenging. Here, to determine the base-pair opening kinetics inside living human cells, the exchange rate constant ([Formula: see text]) of the imino proton with the proton of solvent water involved in hairpin and G-quadruplex (GQ) structures is determined by the in-cell NMR technique. It is deduced on determination of [Formula: see text] values that at least some G-C base pairs of the hairpin structure and all G-G base-pairs of the GQ structure open more frequently in living human cells than in vitro. It is suggested that interactions with endogenous proteins could be responsible for the increase in frequency of base-pair opening. Our studies demonstrate a difference in dynamics of nucleic acids between in-cell and in vitro conditions.


Assuntos
Quadruplex G , Ácidos Nucleicos , Humanos , Pareamento de Bases , Prótons , Cinética
20.
Proc Natl Acad Sci U S A ; 119(48): e2204341119, 2022 11 29.
Artigo em Inglês | MEDLINE | ID: mdl-36417444

RESUMO

Optical control of G protein-coupled receptor (GPCR) signaling is a highly valuable approach for comprehensive understanding of GPCR-based physiologies and controlling them precisely. However, optogenetics for GPCR signaling is still developing and requires effective and versatile tools with performance evaluation from their molecular properties. Here, we systematically investigated performance of two bistable opsins that activate Gi/Go-type G protein (mosquito Opn3 (MosOpn3) and lamprey parapinopsin (LamPP)) in optical control in vivo using Caenorhabditis elegans. Transgenic worms expressing MosOpn3, which binds 13-cis retinal to form photopigments, in nociceptor neurons showed light-induced avoidance responses in the presence of all-trans retinal, a retinal isomer ubiquitously present in every tissue, like microbial rhodopsins and unlike canonical vertebrate opsins. Remarkably, transgenic worms expressing MosOpn3 were ~7,000 times more sensitive to light than transgenic worms expressing ChR2 in this light-induced behavior, demonstrating the advantage of MosOpn3 as a light switch. LamPP is a UV-sensitive bistable opsin having complete photoregenerative ability by green light. Accordingly, transgenic worms expressing LamPP in cholinergic motor neurons stopped moving upon violet light illumination and restored coordinate movement upon green light illumination, demonstrating color-dependent control of behavior using LamPP. Furthermore, we applied molecular engineering to produce MosOpn3-based tools enabling light-dependent upregulation of cAMP or Ca2+ levels and LamPP-based tool enabling clamping cAMP levels color dependently and context independently, extending their usability. These findings define the capacity of two bistable opsins with similar retinal requirement as ChR2, providing numerous strategies for optical control of various GPCR-based physiologies as well as GPCR signaling itself.


Assuntos
Culicidae , Opsinas , Animais , Opsinas/genética , Opsinas/metabolismo , Lampreias/metabolismo , Culicidae/metabolismo , Visão Ocular , Receptores Acoplados a Proteínas G/genética , Receptores Acoplados a Proteínas G/metabolismo , Animais Geneticamente Modificados
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