Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 123
Filtrar
1.
Nat Commun ; 15(1): 2459, 2024 Mar 19.
Artigo em Inglês | MEDLINE | ID: mdl-38503733

RESUMO

The hexameric AAA+ ATPase p97/VCP functions as an essential mediator of ubiquitin-dependent cellular processes, extracting ubiquitylated proteins from macromolecular complexes or membranes by catalyzing their unfolding. p97 is directed to ubiquitylated client proteins via multiple cofactors, most of which interact with the p97 N-domain. Here, we discover that FAM104A, a protein of unknown function also named VCF1 (VCP/p97 nuclear Cofactor Family member 1), acts as a p97 cofactor in human cells. Detailed structure-function studies reveal that VCF1 directly binds p97 via a conserved α-helical motif that recognizes the p97 N-domain with unusually high affinity, exceeding that of other cofactors. We show that VCF1 engages in joint p97 complex formation with the heterodimeric primary p97 cofactor UFD1-NPL4 and promotes p97-UFD1-NPL4-dependent proteasomal degradation of ubiquitylated substrates in cells. Mechanistically, VCF1 indirectly stimulates UFD1-NPL4 interactions with ubiquitin conjugates via its binding to p97 but has no intrinsic affinity for ubiquitin. Collectively, our findings establish VCF1 as an unconventional p97 cofactor that promotes p97-dependent protein turnover by facilitating p97-UFD1-NPL4 recruitment to ubiquitylated targets.


Assuntos
Proteínas de Ciclo Celular , Ubiquitina , Humanos , Ligação Proteica , Ubiquitina/metabolismo , Proteína com Valosina/genética , Proteína com Valosina/metabolismo , Proteínas de Ciclo Celular/genética , Proteínas de Ciclo Celular/metabolismo
2.
Structure ; 31(7): 747-754, 2023 07 06.
Artigo em Inglês | MEDLINE | ID: mdl-37419096

RESUMO

This meeting report presents the 2022 Annual Meeting of the cluster for Integrative Structural Biology at the University of Copenhagen (ISBUC) and discusses the cluster approach to interdisciplinary research management. This approach successfully facilitates cross-faculty and inter-departmental collaboration. Innovative integrative research collaborations ignited by ISBUC, as well as research presented at the meeting, are showcased.


Assuntos
Biologia , Pesquisa Interdisciplinar
3.
Phytochem Anal ; 34(6): 641-651, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37322841

RESUMO

INTRODUCTION: Cecropia angustifolia Trécul. is a native Andean plant containing high levels of pentacyclic triterpenes (PTs), including several isobaric molecules that serve as chemical markers. Preclinical studies suggest that PTs positively modulate metabolic and vascular diseases. However, their low oral absorption reduces their bioactive effects. OBJECTIVE: The objective of this study was (1) to improve the absorption of PTs from C. angustifolia and (2) to establish a platform to produce biomass or botanical reference material using a strategy for their accumulation. METHODS: MALDI-TOF and UPLC-MS were used to characterize and quantify PTs in different matrices. An in vitro platform for PT production was established. Chemical profiles of triterpenes were also evaluated from wild and in vitro herbal material using TLC coupled with mass spectrometry. RESULTS: To overcome the low absorption of PTs, a premier raw material was used, which increased their bioavailability to 9.2%. Active ingredients in herbal material can vary, and there is an urgent need for standardized extracts using pharmacokinetics as an effective tool to reveal the dynamics of active ingredients in vivo. A temporary immersion system was produced as a promising platform with a total PT accumulation exceeding 50% of the content in the dry fraction, indicating it is a feasible mechanism to produce biomass or botanical reference material. CONCLUSIONS: Plant tissue culture is a promising eco-friendly technology for phytochemical production and a modern strategy to protect biodiversity in natural assets. Alternative and modern, yet environmentally friendly production methods are needed to meet the large demand for herbal products.

4.
Nature ; 616(7956): 384-389, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-37020015

RESUMO

The widespread TnpB proteins of IS200/IS605 transposon family have recently emerged as the smallest RNA-guided nucleases capable of targeted genome editing in eukaryotic cells1,2. Bioinformatic analysis identified TnpB proteins as the likely predecessors of Cas12 nucleases3-5, which along with Cas9 are widely used for targeted genome manipulation. Whereas Cas12 family nucleases are well characterized both biochemically and structurally6, the molecular mechanism of TnpB remains unknown. Here we present the cryogenic-electron microscopy structures of the Deinococcus radiodurans TnpB-reRNA (right-end transposon element-derived RNA) complex in DNA-bound and -free forms. The structures reveal the basic architecture of TnpB nuclease and the molecular mechanism for DNA target recognition and cleavage that is supported by biochemical experiments. Collectively, these results demonstrate that TnpB represents the minimal structural and functional core of the Cas12 protein family and provide a framework for developing TnpB-based genome editing tools.


Assuntos
Proteínas Associadas a CRISPR , Elementos de DNA Transponíveis , Deinococcus , Endonucleases , Edição de Genes , Proteínas Associadas a CRISPR/química , Proteínas Associadas a CRISPR/classificação , Proteínas Associadas a CRISPR/metabolismo , Proteínas Associadas a CRISPR/ultraestrutura , Sistemas CRISPR-Cas/genética , Microscopia Crioeletrônica , Deinococcus/enzimologia , Deinococcus/genética , DNA/química , DNA/genética , DNA/metabolismo , DNA/ultraestrutura , Elementos de DNA Transponíveis/genética , Endonucleases/química , Endonucleases/classificação , Endonucleases/metabolismo , Endonucleases/ultraestrutura , Evolução Molecular , Edição de Genes/métodos , RNA Guia de Sistemas CRISPR-Cas
5.
Mol Cell ; 83(7): 1075-1092.e9, 2023 04 06.
Artigo em Inglês | MEDLINE | ID: mdl-36868228

RESUMO

A multitude of histone chaperones are required to support histones from their biosynthesis until DNA deposition. They cooperate through the formation of histone co-chaperone complexes, but the crosstalk between nucleosome assembly pathways remains enigmatic. Using exploratory interactomics, we define the interplay between human histone H3-H4 chaperones in the histone chaperone network. We identify previously uncharacterized histone-dependent complexes and predict the structure of the ASF1 and SPT2 co-chaperone complex, expanding the role of ASF1 in histone dynamics. We show that DAXX provides a unique functionality to the histone chaperone network, recruiting histone methyltransferases to promote H3K9me3 catalysis on new histone H3.3-H4 prior to deposition onto DNA. Hereby, DAXX provides a molecular mechanism for de novo H3K9me3 deposition and heterochromatin assembly. Collectively, our findings provide a framework for understanding how cells orchestrate histone supply and employ targeted deposition of modified histones to underpin specialized chromatin states.


Assuntos
Chaperonas de Histonas , Histonas , Humanos , Histonas/metabolismo , Chaperonas de Histonas/genética , Chaperonas de Histonas/metabolismo , Nucleossomos/genética , Proteínas de Ciclo Celular/metabolismo , DNA , Chaperonas Moleculares/genética , Chaperonas Moleculares/metabolismo , Proteínas Correpressoras/genética , Proteínas Correpressoras/metabolismo
6.
Nucleic Acids Res ; 50(19): 11199-11213, 2022 10 28.
Artigo em Inglês | MEDLINE | ID: mdl-36271789

RESUMO

Standalone ring nucleases are CRISPR ancillary proteins, which downregulate the immune response of Type III CRISPR-Cas systems by cleaving cyclic oligoadenylates (cA) second messengers. Two genes with this function have been found within the Sulfolobus islandicus (Sis) genome. They code for a long polypeptide composed by a CARF domain fused to an HTH domain and a short polypeptide constituted by a CARF domain with a 40 residue C-terminal insertion. Here, we determine the structure of the apo and substrate bound states of the Sis0455 enzyme, revealing an insertion at the C-terminal region of the CARF domain, which plays a key role closing the catalytic site upon substrate binding. Our analysis reveals the key residues of Sis0455 during cleavage and the coupling of the active site closing with their positioning to proceed with cA4 phosphodiester hydrolysis. A time course comparison of cA4 cleavage between the short, Sis0455, and long ring nucleases, Sis0811, shows the slower cleavage kinetics of the former, suggesting that the combination of these two types of enzymes with the same function in a genome could be an evolutionary strategy to regulate the levels of the second messenger in different infection scenarios.


Assuntos
Proteínas Associadas a CRISPR , Proteínas Associadas a CRISPR/metabolismo , Sistemas CRISPR-Cas , Oligorribonucleotídeos/química , Nucleotídeos de Adenina/metabolismo , Endonucleases/metabolismo
7.
Nat Commun ; 13(1): 5792, 2022 10 02.
Artigo em Inglês | MEDLINE | ID: mdl-36184667

RESUMO

CRISPR-associated transposons (CASTs) are mobile genetic elements that co-opted CRISPR-Cas systems for RNA-guided transposition. Here we present the 2.4 Å cryo-EM structure of the Scytonema hofmannii (sh) TnsB transposase from Type V-K CAST, bound to the strand transfer DNA. The strand transfer complex displays an intertwined pseudo-symmetrical architecture. Two protomers involved in strand transfer display a catalytically competent active site composed by DDE residues, while other two, which play a key structural role, show active sites where the catalytic residues are not properly positioned for phosphodiester hydrolysis. Transposon end recognition is accomplished by the NTD1/2 helical domains. A singular in trans association of NTD1 domains of the catalytically competent subunits with the inactive DDE domains reinforces the assembly. Collectively, the structural features suggest that catalysis is coupled to protein-DNA assembly to secure proper DNA integration. DNA binding residue mutants reveal that lack of specificity decreases activity, but it could increase transposition in some cases. Our structure sheds light on the strand transfer reaction of DDE transposases and offers new insights into CAST transposition.


Assuntos
Diclorodifenil Dicloroetileno , Transposases , DNA/genética , Elementos de DNA Transponíveis/genética , Subunidades Proteicas/genética , RNA , Transposases/genética , Transposases/metabolismo
8.
Biochemistry ; 2022 Sep 21.
Artigo em Inglês | MEDLINE | ID: mdl-36130724

RESUMO

CRISPR-Cas is driving a gene editing revolution because of its simple reprogramming. However, off-target effects and dependence on the double-strand break repair pathways impose important limitations. Because homology-directed repair acts primarily in actively dividing cells, many of the current gene correction/replacement approaches are restricted to a minority of cell types. Furthermore, current approaches display low efficiency upon insertion of large DNA cargos (e.g., sequences containing multiple gene circuits with tunable functionalities). Recent research has revealed new links between CRISPR-Cas systems and transposons providing new scaffolds that might overcome some of these limitations. Here, we comment on two new transposon-associated RNA-guided mechanisms considering their potential as new gene editing solutions. Initially, we focus on a group of small RNA-guided endonucleases of the IS200/IS605 family of transposons, which likely evolved into class 2 CRISPR effector nucleases (Cas9s and Cas12s). We explore the diversity of these nucleases (named OMEGA, obligate mobile element-guided activity) and analyze their similarities with class 2 gene editors. OMEGA nucleases can perform gene editing in human cells and constitute promising candidates for the design of new compact RNA-guided platforms. Then, we address the co-option of the RNA-guided activity of different CRISPR effector nucleases by a specialized group of Tn7-like transposons to target transposon integration. We describe the various mechanisms used by these RNA-guided transposons for target site selection and integration. Finally, we assess the potential of these new systems to circumvent some of the current gene editing challenges.

9.
Nat Commun ; 13(1): 5537, 2022 09 21.
Artigo em Inglês | MEDLINE | ID: mdl-36130934

RESUMO

The support of pluripotent cells over time is an essential feature of development. In eutherian embryos, pluripotency is maintained from naïve states in peri-implantation to primed pluripotency at gastrulation. To understand how these states emerged, we reconstruct the evolutionary trajectory of the Pou5 gene family, which contains the central pluripotency factor OCT4. By coupling evolutionary sequence analysis with functional studies in mouse embryonic stem cells, we find that the ability of POU5 proteins to support pluripotency originated in the gnathostome lineage, prior to the generation of two paralogues, Pou5f1 and Pou5f3 via gene duplication. In osteichthyans, retaining both genes, the paralogues differ in their support of naïve and primed pluripotency. The specialization of these duplicates enables the diversification of function in self-renewal and differentiation. By integrating sequence evolution, cell phenotypes, developmental contexts and structural modelling, we pinpoint OCT4 regions sufficient for naïve pluripotency and describe their adaptation over evolutionary time.


Assuntos
Células-Tronco Pluripotentes , Animais , Diferenciação Celular/genética , Gastrulação/genética , Regulação da Expressão Gênica no Desenvolvimento , Camundongos , Células-Tronco Embrionárias Murinas , Fator 3 de Transcrição de Octâmero/genética , Fator 3 de Transcrição de Octâmero/metabolismo
10.
Mol Cell ; 82(18): 3438-3452.e8, 2022 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-36055235

RESUMO

RAF kinases are RAS-activated enzymes that initiate signaling through the MAPK cascade to control cellular proliferation, differentiation, and survival. Here, we describe the structure of the full-length RAF1 protein in complex with HSP90 and CDC37 obtained by cryoelectron microscopy. The reconstruction reveals a RAF1 kinase with an unfolded N-lobe separated from its C-lobe. The hydrophobic core of the N-lobe is trapped in the HSP90 dimer, while CDC37 wraps around the chaperone and interacts with the N- and C-lobes of the kinase. The structure indicates how CDC37 can discriminate between the different members of the RAF family. Our structural analysis also reveals that the folded RAF1 assembles with 14-3-3 dimers, suggesting that after folding RAF1 follows a similar activation as B-RAF. Finally, disruption of the interaction between CDC37 and the DFG segment of RAF1 unveils potential vulnerabilities in attempting the pharmacological degradation of RAF1 for therapeutic purposes.


Assuntos
Proteínas de Ciclo Celular , Chaperoninas , Proteínas de Ciclo Celular/metabolismo , Chaperoninas/química , Microscopia Crioeletrônica , Proteínas de Choque Térmico HSP90/metabolismo , Chaperonas Moleculares/metabolismo , Ligação Proteica , Quinases raf/metabolismo
11.
EMBO J ; 41(14): e110611, 2022 07 18.
Artigo em Inglês | MEDLINE | ID: mdl-35695070

RESUMO

Protein phosphatase 2A (PP2A) is an abundant phosphoprotein phosphatase that acts as a tumor suppressor. For this reason, compounds able to activate PP2A are attractive anticancer agents. The compounds iHAP1 and DT-061 have recently been reported to selectively stabilize specific PP2A-B56 complexes to mediate cell killing. We were unable to detect direct effects of iHAP1 and DT-061 on PP2A-B56 activity in biochemical assays and composition of holoenzymes. Therefore, we undertook genome-wide CRISPR-Cas9 synthetic lethality screens to uncover biological pathways affected by these compounds. We found that knockout of mitotic regulators is synthetic lethal with iHAP1 while knockout of endoplasmic reticulum (ER) and Golgi components is synthetic lethal with DT-061. Indeed we showed that iHAP1 directly blocks microtubule assembly both in vitro and in vivo and thus acts as a microtubule poison. In contrast, DT-061 disrupts both the Golgi apparatus and the ER and lipid synthesis associated with these structures. Our work provides insight into the biological pathways perturbed by iHAP1 and DT-061 causing cellular toxicity and argues that these compounds cannot be used for dissecting PP2A-B56 biology.


Assuntos
Apoptose , Proteína Fosfatase 2 , Proteína Fosfatase 2/genética , Proteína Fosfatase 2/metabolismo , Processamento de Proteína Pós-Traducional
12.
J Med Chem ; 65(4): 3266-3305, 2022 02 24.
Artigo em Inglês | MEDLINE | ID: mdl-35142491

RESUMO

CRISPR/Cas9 has revolutionized several areas of life science; however, methods to control the Cas9 activity are needed for both scientific and therapeutic applications. Anti-CRISPR proteins are known to inhibit the CRISPR/Cas adaptive immunity; however, in vivo delivery of such proteins is problematic. Instead, small-molecule Cas9 inhibitors could serve as useful tools due to their permeable, proteolytically stable, and non-immunogenic nature. Here, we identified a small-molecule ligand with anti-CRISPR/Cas9 activity through a high-throughput screening utilizing an Escherichia coli selection system. Extensive structure-activity relationship studies, which involved a deconstruction-reconstruction strategy, resulted in a range of analogues with significant improvements in the inhibitory activity. Based on NMR and electrophoretic mobility shift assays, we propose that the inhibitory action of these compounds likely results from direct binding to apo-Cas9, preventing Cas9:gRNA complex formation. These molecules may find use as Cas9 modulators in various applications.


Assuntos
Sistemas CRISPR-Cas , Desenho de Fármacos , Escherichia coli/efeitos dos fármacos , Edição de Genes , Ensaios de Triagem em Larga Escala , Humanos , Ligantes , Bibliotecas de Moléculas Pequenas , Relação Estrutura-Atividade
13.
Nucleic Acids Res ; 50(9): 5208-5225, 2022 05 20.
Artigo em Inglês | MEDLINE | ID: mdl-34951457

RESUMO

Cas12a is an RNA-guided endonuclease that is emerging as a powerful genome-editing tool. Here, we selected a target site on bacteriophage λ-DNA and used optical tweezers combined with fluorescence to provide mechanistic insight into wild type Cas12a and three engineered variants, where the specific dsDNA and the unspecific ssDNA cleavage are dissociated (M1 and M2) and a third one which nicks the target DNA (M3). At low forces wtCas12a and the variants display two main off-target binding sites, while on stretched dsDNA at higher forces numerous binding events appear driven by the mechanical distortion of the DNA and partial matches to the crRNA. The multiple binding events onto dsDNA at high tension do not lead to cleavage, which is observed on the target site at low forces when the DNA is flexible. In addition, activity assays also show that the preferential off-target sites for this crRNA are not cleaved by wtCas12a, indicating that λ-DNA is only severed at the target site. Our single molecule data indicate that the Cas12a scaffold presents singular mechanical properties, which could be used to generate new endonucleases with biomedical and biotechnological applications.


Assuntos
Proteínas de Bactérias/genética , Proteínas Associadas a CRISPR/genética , Sistemas CRISPR-Cas , Endodesoxirribonucleases/genética , Edição de Genes/métodos , Proteínas de Bactérias/química , Proteínas de Bactérias/metabolismo , Bacteriófago lambda/genética , Proteínas Associadas a CRISPR/química , Proteínas Associadas a CRISPR/metabolismo , DNA/química , Endodesoxirribonucleases/química , Endodesoxirribonucleases/metabolismo , Endonucleases/metabolismo , RNA Guia de Cinetoplastídeos/genética
14.
Nucleic Acids Res ; 49(21): 12577-12590, 2021 12 02.
Artigo em Inglês | MEDLINE | ID: mdl-34850143

RESUMO

Type III CRISPR-Cas effector systems detect foreign RNA triggering DNA and RNA cleavage and synthesizing cyclic oligoadenylate molecules (cA) in their Cas10 subunit. cAs act as a second messenger activating auxiliary nucleases, leading to an indiscriminate RNA degradation that can end in cell dormancy or death. Standalone ring nucleases are CRISPR ancillary proteins which downregulate the strong immune response of Type III systems by degrading cA. These enzymes contain a CRISPR-associated Rossman-fold (CARF) domain, which binds and cleaves the cA molecule. Here, we present the structures of the standalone ring nuclease from Sulfolobus islandicus (Sis) 0811 in its apo and post-catalytic states. This enzyme is composed by a N-terminal CARF and a C-terminal wHTH domain. Sis0811 presents a phosphodiester hydrolysis metal-independent mechanism, which cleaves cA4 rings to generate linear adenylate species, thus reducing the levels of the second messenger and switching off the cell antiviral state. The structural and biochemical analysis revealed the coupling of a cork-screw conformational change with the positioning of key catalytic residues to proceed with cA4 phosphodiester hydrolysis in a non-concerted manner.


Assuntos
Nucleotídeos de Adenina/metabolismo , Proteínas Associadas a CRISPR/metabolismo , Sistemas CRISPR-Cas , Endonucleases/metabolismo , Nucleotídeos Cíclicos/metabolismo , Oligorribonucleotídeos/metabolismo , Sulfolobus solfataricus/enzimologia , Nucleotídeos de Adenina/química , Sítios de Ligação/genética , Biocatálise , Proteínas Associadas a CRISPR/química , Proteínas Associadas a CRISPR/genética , Cromatografia Líquida , Cristalografia por Raios X , Endonucleases/química , Endonucleases/genética , Cinética , Espectrometria de Massas/métodos , Modelos Moleculares , Mutação , Nucleotídeos Cíclicos/química , Oligorribonucleotídeos/química , Domínios Proteicos , Sulfolobus solfataricus/genética
15.
Nat Commun ; 12(1): 4476, 2021 07 22.
Artigo em Inglês | MEDLINE | ID: mdl-34294706

RESUMO

CRISPR-Cas12j is a recently identified family of miniaturized RNA-guided endonucleases from phages. These ribonucleoproteins provide a compact scaffold gathering all key activities of a genome editing tool. We provide the first structural insight into the Cas12j family by determining the cryoEM structure of Cas12j3/R-loop complex after DNA cleavage. The structure reveals the machinery for PAM recognition, hybrid assembly and DNA cleavage. The crRNA-DNA hybrid is directed to the stop domain that splits the hybrid, guiding the T-strand towards the catalytic site. The conserved RuvC insertion is anchored in the stop domain and interacts along the phosphate backbone of the crRNA in the hybrid. The assembly of a hybrid longer than 12-nt activates catalysis through key functional residues in the RuvC insertion. Our findings suggest why Cas12j unleashes unspecific ssDNA degradation after activation. A site-directed mutagenesis analysis supports the DNA cutting mechanism, providing new avenues to redesign CRISPR-Cas12j nucleases for genome editing.


Assuntos
Sistemas CRISPR-Cas , Endodesoxirribonucleases/química , Edição de Genes , Bacteriófagos/enzimologia , Bacteriófagos/genética , Proteínas Associadas a CRISPR/química , Proteínas Associadas a CRISPR/genética , Proteínas Associadas a CRISPR/metabolismo , Domínio Catalítico , Microscopia Crioeletrônica , Clivagem do DNA , Endodesoxirribonucleases/genética , Endodesoxirribonucleases/metabolismo , Proteínas de Escherichia coli/química , Proteínas de Escherichia coli/genética , Proteínas de Escherichia coli/metabolismo , Modelos Moleculares , Mutagênese Sítio-Dirigida , Conformação Proteica , RNA Guia de Cinetoplastídeos/genética , RNA Guia de Cinetoplastídeos/metabolismo , RNA Viral/genética , RNA Viral/metabolismo
16.
EMBO Rep ; 22(7): e52295, 2021 07 05.
Artigo em Inglês | MEDLINE | ID: mdl-33973335

RESUMO

The shugoshin proteins are universal protectors of centromeric cohesin during mitosis and meiosis. The binding of human hSgo1 to the PP2A-B56 phosphatase through a coiled-coil (CC) region mediates cohesion protection during mitosis. Here we undertook a structure function analysis of the PP2A-B56-hSgo1 complex, revealing unanticipated aspects of complex formation and function. We establish that a highly conserved pocket on the B56 regulatory subunit is required for hSgo1 binding and cohesion protection during mitosis in human somatic cells. Consistent with this, we show that hSgo1 blocks the binding of PP2A-B56 substrates containing a canonical B56 binding motif. We find that PP2A-B56 bound to hSgo1 dephosphorylates Cdk1 sites on hSgo1 itself to modulate cohesin interactions. Collectively our work provides important insight into cohesion protection during mitosis.


Assuntos
Proteínas de Ciclo Celular , Proteína Fosfatase 2 , Proteína Quinase CDC2 , Proteínas de Ciclo Celular/genética , Centrômero , Humanos , Meiose , Mitose , Proteína Fosfatase 2/genética
17.
Molecules ; 26(4)2021 Feb 18.
Artigo em Inglês | MEDLINE | ID: mdl-33670502

RESUMO

Promising research over the past decades has shown that some types of pentacyclic triterpenes (PTs) are associated with the prevention of type 2 diabetes (T2D), especially those found in foods. The most abundant edible sources of PTs are those belonging to the ursane and oleanane scaffold. The principal finding is that Cecropia telenitida contains abundant oleanane and ursane PT types with similar oxygenation patterns to those found in food matrices. We studied the compositional profile of a rich PT fraction (DE16-R) and carried out a viability test over different cell lines. The biosynthetic pathway connected to the isolated PTs in C. telenitida offers a specific medicinal benefit related to the modulation of T2D. This current study suggests that this plant can assemble isobaric, positional isomers or epimeric PT. Ursane or oleanane scaffolds with the same oxygenation pattern are always shared by the PTs in C. telenitida, as demonstrated by its biosynthetic pathway. Local communities have long used this plant in traditional medicine, and humans have consumed ursane and oleanane PTs in fruits since ancient times, two key points we believe useful in considering the medicinal benefits of C. telenitida and explaining how a group of molecules sharing a closely related scaffold can express effectiveness.


Assuntos
Vias Biossintéticas , Cecropia (Planta)/química , Suplementos Nutricionais , Triterpenos Pentacíclicos/metabolismo , Animais , Morte Celular/efeitos dos fármacos , Linhagem Celular , Sobrevivência Celular/efeitos dos fármacos , Fracionamento Químico , Cromatografia Líquida de Alta Pressão , Humanos , Espectroscopia de Ressonância Magnética , Camundongos , Triterpenos Pentacíclicos/química , Triterpenos Pentacíclicos/farmacologia
19.
Elife ; 92020 11 03.
Artigo em Inglês | MEDLINE | ID: mdl-33138911

RESUMO

Single-molecule Förster Resonance energy transfer (smFRET) is an adaptable method for studying the structure and dynamics of biomolecules. The development of high throughput methodologies and the growth of commercial instrumentation have outpaced the development of rapid, standardized, and automated methodologies to objectively analyze the wealth of produced data. Here we present DeepFRET, an automated, open-source standalone solution based on deep learning, where the only crucial human intervention in transiting from raw microscope images to histograms of biomolecule behavior, is a user-adjustable quality threshold. Integrating standard features of smFRET analysis, DeepFRET consequently outputs the common kinetic information metrics. Its classification accuracy on ground truth data reached >95% outperforming human operators and commonly used threshold, only requiring ~1% of the time. Its precise and rapid operation on real data demonstrates DeepFRET's capacity to objectively quantify biomolecular dynamics and the potential to contribute to benchmarking smFRET for dynamic structural biology.


Proteins are folded into particular shapes in order to carry out their roles in the cell. However, their structures are not rigid: proteins bend and rotate in response to their environment. Identifying these movements is an important part of understanding how proteins work and interact with each other. Unfortunately, when researchers study the structures of proteins, they often look at the 'average' shape a protein takes, missing out on other conformations the protein might only be in temporarily. An important technique for studying protein flexibility is known as single molecule Förster resonance energy transfer (FRET). In this technique, two light-sensitive tags are attached to the same protein molecule and give off a signal when they come into close contact. This nano-scale sensor allows structural biologists to get information from individual protein movements that can be lost when looking at the average conformations of proteins. Advances in the instruments used to perform FRET have made observing the motion of individual proteins more widely accessible to non-specialists, but the analysis of the data that these instruments produce still requires a high level of expertise. To lower the barrier for non-specialists to use the technology, and to ensure that experiments can be reproduced on different instruments and by different researchers, Thomsen et al. have developed a new way to automate the data analysis. They used machine learning technology to recognize, filter and characterize data so as to produce reliable results, with the user only needing to perform a couple of steps. This new analysis approach could help expand the use of single-molecule FRET to different fields , allowing researchers to investigate the importance of protein flexibility for certain diseases, or to better understand the roles that proteins have in a cell.


Assuntos
Aprendizado Profundo , Transferência Ressonante de Energia de Fluorescência/métodos , Corantes Fluorescentes/química , Imagem Individual de Molécula/métodos , Software , Algoritmos , Reações Falso-Positivas , Cinética , Cadeias de Markov , Simulação de Dinâmica Molecular , Nanotecnologia , Distribuição Normal , Reprodutibilidade dos Testes , Processamento de Sinais Assistido por Computador , Interface Usuário-Computador
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA
...