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1.
Nucleic Acids Res ; 52(13): 7863-7875, 2024 Jul 22.
Artigo em Inglês | MEDLINE | ID: mdl-38932681

RESUMO

The replicative mitochondrial DNA polymerase, Polγ, and its protein regulation are essential for the integrity of the mitochondrial genome. The intricacies of Polγ regulation and its interactions with regulatory proteins, which are essential for fine-tuning polymerase function, remain poorly understood. Misregulation of the Polγ heterotrimer, consisting of (i) PolG, the polymerase catalytic subunit and (ii) PolG2, the accessory subunit, ultimately results in mitochondrial diseases. Here, we used single particle cryo-electron microscopy to resolve the structure of PolG in its apoprotein state and we captured Polγ at three intermediates within the catalytic cycle: DNA bound, engaged, and an active polymerization state. Chemical crosslinking mass spectrometry, and site-directed mutagenesis uncovered the region of LonP1 engagement of PolG, which promoted proteolysis and regulation of PolG protein levels. PolG2 clinical variants, which disrupted a stable Polγ complex, led to enhanced LonP1-mediated PolG degradation. Overall, this insight into Polγ aids in an understanding of mitochondrial DNA replication and characterizes how machinery of the replication fork may be targeted for proteolytic degradation when improperly functioning.


Assuntos
DNA Polimerase gama , Replicação do DNA , DNA Mitocondrial , Proteínas Mitocondriais , Polimerização , Proteólise , DNA Polimerase gama/metabolismo , DNA Polimerase gama/genética , Humanos , Proteínas Mitocondriais/metabolismo , Proteínas Mitocondriais/genética , Proteínas Mitocondriais/química , DNA Mitocondrial/genética , DNA Mitocondrial/metabolismo , DNA Polimerase Dirigida por DNA/metabolismo , DNA Polimerase Dirigida por DNA/genética , DNA Polimerase Dirigida por DNA/química , Proteases Dependentes de ATP/metabolismo , Proteases Dependentes de ATP/genética
2.
Nat Commun ; 13(1): 6783, 2022 11 09.
Artigo em Inglês | MEDLINE | ID: mdl-36351913

RESUMO

PELP1 (Proline-, Glutamic acid-, Leucine-rich protein 1) is a large scaffolding protein that functions in many cellular pathways including steroid receptor (SR) coactivation, heterochromatin maintenance, and ribosome biogenesis. PELP1 is a proto-oncogene whose expression is upregulated in many human cancers, but how the PELP1 scaffold coordinates its diverse cellular functions is poorly understood. Here we show that PELP1 serves as the central scaffold for the human Rix1 complex whose members include WDR18, TEX10, and SENP3. We reconstitute the mammalian Rix1 complex and identified a stable sub-complex comprised of the conserved PELP1 Rix1 domain and WDR18. We determine a 2.7 Å cryo-EM structure of the subcomplex revealing an interconnected tetrameric assembly and the architecture of PELP1's signaling motifs, including eleven LxxLL motifs previously implicated in SR signaling and coactivation of Estrogen Receptor alpha (ERα) mediated transcription. However, the structure shows that none of these motifs is in a conformation that would support SR binding. Together this work establishes that PELP1 scaffolds the Rix1 complex, and association with WDR18 may direct PELP1's activity away from SR coactivation.


Assuntos
Neoplasias da Mama , Fatores de Transcrição , Animais , Humanos , Feminino , Proteínas Correpressoras/metabolismo , Fatores de Transcrição/metabolismo , Microscopia Crioeletrônica , Ligação Proteica , Transdução de Sinais , Mamíferos/metabolismo , Cisteína Endopeptidases/metabolismo , Proteínas Nucleares/metabolismo
3.
Proc Natl Acad Sci U S A ; 119(18): e2201433119, 2022 05 03.
Artigo em Inglês | MEDLINE | ID: mdl-35476528

RESUMO

The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike is a trimer of S1/S2 heterodimers with three receptor-binding domains (RBDs) at the S1 subunit for human angiotensin-converting enzyme 2 (hACE2). Due to their small size, nanobodies can recognize protein cavities that are not accessible to conventional antibodies. To isolate high-affinity nanobodies, large libraries with great diversity are highly desirable. Dromedary camels (Camelus dromedarius) are natural reservoirs of coronaviruses like Middle East respiratory syndrome CoV (MERS-CoV) that are transmitted to humans. Here, we built large dromedary camel VHH phage libraries to isolate nanobodies that broadly neutralize SARS-CoV-2 variants. We isolated two VHH nanobodies, NCI-CoV-7A3 (7A3) and NCI-CoV-8A2 (8A2), which have a high affinity for the RBD via targeting nonoverlapping epitopes and show broad neutralization activity against SARS-CoV-2 and its emerging variants of concern. Cryoelectron microscopy (cryo-EM) complex structures revealed that 8A2 binds the RBD in its up mode with a long CDR3 loop directly involved in the ACE2 binding residues and that 7A3 targets a deeply buried region that uniquely extends from the S1 subunit to the apex of the S2 subunit regardless of the conformational state of the RBD. At a dose of ≥5 mg/kg, 7A3 efficiently protected transgenic mice expressing hACE2 from the lethal challenge of variants B.1.351 or B.1.617.2, suggesting its therapeutic use against COVID-19 variants. The dromedary camel VHH phage libraries could be helpful as a unique platform ready for quickly isolating potent nanobodies against future emerging viruses.


Assuntos
COVID-19 , Anticorpos de Domínio Único , Animais , Camelus , Humanos , Camundongos , SARS-CoV-2/genética , Anticorpos de Domínio Único/genética
4.
Nat Struct Mol Biol ; 27(2): 202-209, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-32042153

RESUMO

The mitochondrial membrane-bound AAA protein Bcs1 translocate substrates across the mitochondrial inner membrane without previous unfolding. One substrate of Bcs1 is the iron-sulfur protein (ISP), a subunit of the respiratory Complex III. How Bcs1 translocates ISP across the membrane is unknown. Here we report structures of mouse Bcs1 in two different conformations, representing three nucleotide states. The apo and ADP-bound structures reveal a homo-heptamer and show a large putative substrate-binding cavity accessible to the matrix space. ATP binding drives a contraction of the cavity by concerted motion of the ATPase domains, which could push substrate across the membrane. Our findings shed light on the potential mechanism of translocating folded proteins across a membrane, offer insights into the assembly process of Complex III and allow mapping of human disease-associated mutations onto the Bcs1 structure.


Assuntos
ATPases Associadas a Diversas Atividades Celulares/química , Chaperonas Moleculares/química , ATPases Associadas a Diversas Atividades Celulares/metabolismo , Difosfato de Adenosina/metabolismo , Trifosfato de Adenosina/metabolismo , Animais , Cristalografia por Raios X , Camundongos , Proteínas Mitocondriais/química , Proteínas Mitocondriais/metabolismo , Modelos Moleculares , Chaperonas Moleculares/metabolismo , Conformação Proteica , Domínios Proteicos , Dobramento de Proteína , Multimerização Proteica , Transporte Proteico
5.
Neuron ; 105(5): 882-894.e5, 2020 03 04.
Artigo em Inglês | MEDLINE | ID: mdl-31866091

RESUMO

Transient receptor potential channel subfamily A member 1 (TRPA1) is a Ca2+-permeable cation channel that serves as one of the primary sensors of environmental irritants and noxious substances. Many TRPA1 agonists are electrophiles that are recognized by TRPA1 via covalent bond modifications of specific cysteine residues located in the cytoplasmic domains. However, a mechanistic understanding of electrophile sensing by TRPA1 has been limited due to a lack of high-resolution structural information. Here, we present the cryoelectron microscopy (cryo-EM) structures of nanodisc-reconstituted ligand-free TRPA1 and TRPA1 in complex with the covalent agonists JT010 and BITC at 2.8, 2.9, and 3.1 Å, respectively. Our structural and functional studies provide the molecular basis for electrophile recognition by the extraordinarily reactive C621 in TRPA1 and mechanistic insights into electrophile-dependent conformational changes in TRPA1. This work also provides a platform for future drug development targeting TRPA1.


Assuntos
Acetamidas/metabolismo , Irritantes/metabolismo , Isotiocianatos/metabolismo , Canal de Cátion TRPA1/ultraestrutura , Tiazóis/metabolismo , Acetamidas/farmacologia , Microscopia Crioeletrônica , Cisteína/metabolismo , Células HEK293 , Humanos , Irritantes/farmacologia , Isotiocianatos/farmacologia , Modelos Moleculares , Nociceptores , Dor/metabolismo , Técnicas de Patch-Clamp , Fosfolipídeos/metabolismo , Domínios Proteicos , Estrutura Terciária de Proteína , Prurido/metabolismo , Canal de Cátion TRPA1/efeitos dos fármacos , Canal de Cátion TRPA1/metabolismo , Tiazóis/farmacologia
6.
Nat Commun ; 10(1): 3740, 2019 08 20.
Artigo em Inglês | MEDLINE | ID: mdl-31431622

RESUMO

The transient receptor potential melastatin 2 (TRPM2) channel plays a key role in redox sensation in many cell types. Channel activation requires binding of both ADP-ribose (ADPR) and Ca2+. The recently published TRPM2 structures from Danio rerio in the ligand-free and the ADPR/Ca2+-bound conditions represent the channel in closed and open states, which uncovered substantial tertiary and quaternary conformational rearrangements. However, it is unclear how these rearrangements are achieved within the tetrameric channel during channel gating. Here we report the cryo-electron microscopy structures of Danio rerio TRPM2 in the absence of ligands, in complex with Ca2+ alone, and with both ADPR and Ca2+, resolved to ~4.3 Å, ~3.8 Å, and ~4.2 Å, respectively. In contrast to the published results, our studies capture ligand-bound TRPM2 structures in two-fold symmetric intermediate states, offering a glimpse of the structural transitions that bridge the closed and open conformations.


Assuntos
Adenosina Difosfato Ribose/metabolismo , Cálcio/metabolismo , Estrutura Quaternária de Proteína , Canais de Cátion TRPM/metabolismo , Proteínas de Peixe-Zebra/metabolismo , Animais , Linhagem Celular , Microscopia Crioeletrônica , Células HEK293 , Humanos , Ativação do Canal Iônico , Técnicas de Patch-Clamp , Células Sf9 , Spodoptera , Canais de Cátion TRPM/química , Peixe-Zebra , Proteínas de Peixe-Zebra/química
7.
Nat Commun ; 10(1): 513, 2019 01 31.
Artigo em Inglês | MEDLINE | ID: mdl-30705282

RESUMO

Rix7 is an essential type II AAA-ATPase required for the formation of the large ribosomal subunit. Rix7 has been proposed to utilize the power of ATP hydrolysis to drive the removal of assembly factors from pre-60S particles, but the mechanism of release is unknown. Rix7's mammalian homolog, NVL2 has been linked to cancer and mental illness disorders, highlighting the need to understand the molecular mechanisms of this essential machine. Here we report the cryo-EM reconstruction of the tandem AAA domains of Rix7 which form an asymmetric stacked homohexameric ring. We trapped Rix7 with a polypeptide in the central channel, revealing Rix7's role as a molecular unfoldase. The structure establishes that type II AAA-ATPases lacking the aromatic-hydrophobic motif within the first AAA domain can engage a substrate throughout the entire central channel. The structure also reveals that Rix7 contains unique post-α7 insertions within both AAA domains important for Rix7 function.


Assuntos
ATPases Associadas a Diversas Atividades Celulares/metabolismo , Adenosina Trifosfatases/metabolismo , Adenosina Trifosfatases/ultraestrutura , Microscopia Crioeletrônica/métodos , Proteínas Nucleares/metabolismo , Proteínas Nucleares/ultraestrutura , Proteínas de Saccharomyces cerevisiae/metabolismo , Proteínas de Saccharomyces cerevisiae/ultraestrutura , ATPases Associadas a Diversas Atividades Celulares/ultraestrutura , RNA Ribossômico/metabolismo , RNA Ribossômico/ultraestrutura , Proteínas Ribossômicas/metabolismo , Saccharomyces cerevisiae/metabolismo
8.
Cell Rep ; 26(7): 1681-1690.e5, 2019 02 12.
Artigo em Inglês | MEDLINE | ID: mdl-30759380

RESUMO

Histone H3 lysine 79 (H3K79) methylation is enriched on actively transcribed genes, and its misregulation is a hallmark of leukemia. Methylation of H3K79, which resides on the structured disk face of the nucleosome, is mediated by the Dot1L methyltransferase. Dot1L activity is part of a trans-histone crosstalk pathway, requiring prior histone H2B ubiquitylation of lysine 120 (H2BK120ub) for optimal activity. However, the molecular details describing both how Dot1L binds to the nucleosome and why Dot1L is activated by H2BK120 ubiquitylation are unknown. Here, we present the cryoelectron microscopy (cryo-EM) structure of Dot1L bound to a nucleosome reconstituted with site-specifically ubiquitylated H2BK120. The structure reveals that Dot1L engages the nucleosome acidic patch using a variant arginine anchor and occupies a conformation poised for methylation. In this conformation, Dot1L and ubiquitin interact directly through complementary hydrophobic surfaces. This study establishes a path to better understand Dot1L function in normal and leukemia cells.


Assuntos
Histonas/metabolismo , Metiltransferases/metabolismo , Nucleossomos/metabolismo , Humanos , Modelos Moleculares , Ubiquitinação
9.
Mol Pharmacol ; 90(1): 35-41, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-27190212

RESUMO

The multidrug transporter P-glycoprotein (P-gp, ABCB1) is an ATP-dependent pump that mediates the efflux of structurally diverse drugs and xenobiotics across cell membranes, affecting drug pharmacokinetics and contributing to the development of multidrug resistance. Structural information about the conformational changes in human P-gp during the ATP hydrolysis cycle has not been directly demonstrated, although mechanistic information has been inferred from biochemical and biophysical studies conducted with P-gp and its orthologs, or from structures of other ATP-binding cassette transporters. Using single-particle cryo-electron microscopy, we report the surprising discovery that, in the absence of the transport substrate and nucleotides, human P-gp can exist in both open [nucleotide binding domains (NBDs) apart; inward-facing] and closed (NBDs close; outward-facing) conformations. We also probe conformational states of human P-gp during the catalytic cycle, and demonstrate that, following ATP hydrolysis, P-gp transitions through a complete closed conformation to a complete open conformation in the presence of ADP.


Assuntos
Biocatálise , Microscopia Crioeletrônica , Subfamília B de Transportador de Cassetes de Ligação de ATP/química , Subfamília B de Transportador de Cassetes de Ligação de ATP/ultraestrutura , Difosfato de Adenosina/metabolismo , Trifosfato de Adenosina/metabolismo , Cristalografia por Raios X , Humanos , Hidrólise , Modelos Biológicos , Conformação Proteica
10.
PLoS Pathog ; 8(7): e1002797, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22807678

RESUMO

HIV-1 infection begins with the binding of trimeric viral envelope glycoproteins (Env) to CD4 and a co-receptor on target T-cells. Understanding how these ligands influence the structure of Env is of fundamental interest for HIV vaccine development. Using cryo-electron microscopy, we describe the contrasting structural outcomes of trimeric Env binding to soluble CD4, to the broadly neutralizing, CD4-binding site antibodies VRC01, VRC03 and b12, or to the monoclonal antibody 17b, a co-receptor mimic. Binding of trimeric HIV-1 BaL Env to either soluble CD4 or 17b alone, is sufficient to trigger formation of the open quaternary conformation of Env. In contrast, VRC01 locks Env in the closed state, while b12 binding requires a partial opening in the quaternary structure of trimeric Env. Our results show that, despite general similarities in regions of the HIV-1 gp120 polypeptide that contact CD4, VRC01, VRC03 and b12, there are important differences in quaternary structures of the complexes these ligands form on native trimeric Env, and potentially explain differences in the neutralizing breadth and potency of antibodies with similar specificities. From cryo-electron microscopic analysis at ∼9 Å resolution of a cleaved, soluble version of trimeric Env, we show that a structural signature of the open Env conformation is a three-helix motif composed of α-helical segments derived from highly conserved, non-glycosylated N-terminal regions of the gp41 trimer. The three N-terminal gp41 helices in this novel, activated Env conformation are held apart by their interactions with the rest of Env, and are less compactly packed than in the post-fusion, six-helix bundle state. These findings suggest a new structural template for designing immunogens that can elicit antibodies targeting HIV at a vulnerable, pre-entry stage.


Assuntos
Proteína gp120 do Envelope de HIV/química , Proteína gp120 do Envelope de HIV/metabolismo , HIV-1/metabolismo , Receptores de HIV/metabolismo , Anticorpos Monoclonais/metabolismo , Sítios de Ligação , Sítios de Ligação de Anticorpos , Antígenos CD4/metabolismo , Microscopia Crioeletrônica , Proteína gp120 do Envelope de HIV/imunologia , HIV-1/ultraestrutura , Ligantes , Modelos Moleculares , Mimetismo Molecular , Ligação Proteica , Multimerização Proteica , Estrutura Quaternária de Proteína , Estrutura Secundária de Proteína , Proteínas Recombinantes/metabolismo
11.
J Vis Exp ; (58)2011 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-22158337

RESUMO

Since its discovery nearly 30 years ago, more than 60 million people have been infected with the human immunodeficiency virus (HIV) (www.usaid.gov). The virus infects and destroys CD4+ T-cells thereby crippling the immune system, and causing an acquired immunodeficiency syndrome (AIDS) (2). Infection begins when the HIV Envelope glycoprotein "spike" makes contact with the CD4 receptor on the surface of the CD4+ T-cell. This interaction induces a conformational change in the spike, which promotes interaction with a second cell surface co-receptor (5,9). The significance of these protein interactions in the HIV infection pathway makes them of profound importance in fundamental HIV research, and in the pursuit of an HIV vaccine. The need to better understand the molecular-scale interactions of HIV cell contact and neutralization motivated the development of a technique to determine the structures of the HIV spike interacting with cell surface receptor proteins and molecules that block infection. Using cryo-electron tomography and 3D image processing, we recently demonstrated the ability to determine such structures on the surface of native virus, at ˜20 Šresolution (9,14). This approach is not limited to resolving HIV Envelope structures, and can be extended to other viral membrane proteins and proteins reconstituted on a liposome. In this protocol, we describe how to obtain structures of HIV envelope glycoproteins starting from purified HIV virions and proceeding stepwise through preparing vitrified samples, collecting, cryo-electron microscopy data, reconstituting and processing 3D data volumes, averaging and classifying 3D protein subvolumes, and interpreting results to produce a protein model. The computational aspects of our approach were adapted into modules that can be accessed and executed remotely using the Biowulf GNU/Linux parallel processing cluster at the NIH (http://biowulf.nih.gov). This remote access, combined with low-cost computer hardware and high-speed network access, has made possible the involvement of researchers and students working from school or home.


Assuntos
Microscopia Crioeletrônica/métodos , Tomografia com Microscopia Eletrônica/métodos , Glicoproteínas/química , HIV-1/química , Proteínas do Envelope Viral/química , Microscopia Crioeletrônica/instrumentação , Tomografia com Microscopia Eletrônica/instrumentação , HIV-1/ultraestrutura , Humanos , Modelos Moleculares
12.
J Virol ; 85(23): 12114-23, 2011 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-21937655

RESUMO

The trimeric envelope glycoprotein (Env) spikes displayed on the surfaces of simian immunodeficiency virus (SIV) and human immunodeficiency virus type 1 (HIV-1) virions are composed of three heterodimers of the viral glycoproteins gp120 and gp41. Although binding of gp120 to cell surface CD4 and a chemokine receptor is known to elicit conformational changes in gp120 and gp41, changes in quaternary structure of the trimer have only recently been elucidated. For the HIV-1 BaL isolate, CD4 attachment results in a striking rearrangement of the trimer from a "closed" to an "open" conformation. The effect of CD4 on SIV trimers, however, has not been described. Using cryo-electron tomography, we have now determined molecular architectures of the soluble CD4 (sCD4)-bound states of SIV Env trimers for three different strains (SIVmneE11S, SIVmac239, and SIV CP-MAC). In marked contrast to HIV-1 BaL, SIVmneE11S and SIVmac239 Env showed only minor conformational changes following sCD4 binding. In SIV CP-MAC, where trimeric Env displays a constitutively "open" conformation similar to that seen for HIV-1 BaL Env in the sCD4-complexed state, we show that there are no significant further changes in conformation upon the binding of either sCD4 or 7D3 antibody. The density maps also show that 7D3 and 17b antibodies target epitopes on gp120 that are on opposites sides of the coreceptor binding site. These results provide new insights into the structural diversity of SIV Env and show that there are strain-dependent variations in the orientation of sCD4 bound to trimeric SIV Env.


Assuntos
Antígenos CD4/química , Antígenos CD4/metabolismo , Glicoproteínas de Membrana/química , Glicoproteínas de Membrana/metabolismo , Proteínas do Envelope Viral/química , Proteínas do Envelope Viral/metabolismo , Animais , Anticorpos Neutralizantes/imunologia , Antígenos CD4/imunologia , Microscopia Crioeletrônica , Cristalografia por Raios X , Tomografia com Microscopia Eletrônica , Humanos , Glicoproteínas de Membrana/imunologia , Modelos Moleculares , Estrutura Quaternária de Proteína , Receptores CCR5/imunologia , Receptores CCR5/metabolismo , Proteínas Recombinantes/química , Proteínas Recombinantes/imunologia , Proteínas Recombinantes/metabolismo , Proteínas do Envelope Viral/imunologia , Internalização do Vírus
13.
PLoS Pathog ; 6(12): e1001249, 2010 Dec 23.
Artigo em Inglês | MEDLINE | ID: mdl-21203482

RESUMO

The initial step in target cell infection by human, and the closely related simian immunodeficiency viruses (HIV and SIV, respectively) occurs with the binding of trimeric envelope glycoproteins (Env), composed of heterodimers of the viral transmembrane glycoprotein (gp41) and surface glycoprotein (gp120) to target T-cells. Knowledge of the molecular structure of trimeric Env on intact viruses is important both for understanding the molecular mechanisms underlying virus-cell interactions and for the design of effective immunogen-based vaccines to combat HIV/AIDS. Previous analyses of intact HIV-1 BaL virions have already resulted in structures of trimeric Env in unliganded and CD4-liganded states at ~20 Å resolution. Here, we show that the molecular architectures of trimeric Env from SIVmneE11S, SIVmac239 and HIV-1 R3A strains are closely comparable to that previously determined for HIV-1 BaL, with the V1 and V2 variable loops located at the apex of the spike, close to the contact zone between virus and cell. The location of the V1/V2 loops in trimeric Env was definitively confirmed by structural analysis of HIV-1 R3A virions engineered to express Env with deletion of these loops. Strikingly, in SIV CP-MAC, a CD4-independent strain, trimeric Env is in a constitutively "open" conformation with gp120 trimers splayed out in a conformation similar to that seen for HIV-1 BaL Env when it is complexed with sCD4 and the CD4i antibody 17b. Our findings suggest a structural explanation for the molecular mechanism of CD4-independent viral entry and further establish that cryo-electron tomography can be used to discover distinct, functionally relevant quaternary structures of Env displayed on intact viruses.


Assuntos
HIV-1/química , Estrutura Quaternária de Proteína , Vírus da Imunodeficiência Símia/química , Proteínas do Envelope Viral/química , Antígenos CD4 , Tomografia com Microscopia Eletrônica , Proteína gp120 do Envelope de HIV/química , Humanos , Especificidade da Espécie , Internalização do Vírus
14.
J Struct Biol ; 164(1): 7-17, 2008 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-18585059

RESUMO

Tomograms of biological specimens derived using transmission electron microscopy can be intrinsically noisy due to the use of low electron doses, the presence of a "missing wedge" in most data collection schemes, and inaccuracies arising during 3D volume reconstruction. Before tomograms can be interpreted reliably, for example, by 3D segmentation, it is essential that the data be suitably denoised using procedures that can be individually optimized for specific data sets. Here, we implement a systematic procedure to compare various nonlinear denoising techniques on tomograms recorded at room temperature and at cryogenic temperatures, and establish quantitative criteria to select a denoising approach that is most relevant for a given tomogram. We demonstrate that using an appropriate denoising algorithm facilitates robust segmentation of tomograms of HIV-infected macrophages and Bdellovibrio bacteria obtained from specimens at room and cryogenic temperatures, respectively. We validate this strategy of automated segmentation of optimally denoised tomograms by comparing its performance with manual extraction of key features from the same tomograms.


Assuntos
Algoritmos , Artefatos , Tomografia com Microscopia Eletrônica/métodos , Processamento de Imagem Assistida por Computador/métodos , Animais , Inteligência Artificial , Bdellovibrio/citologia , Tomografia com Microscopia Eletrônica/normas , Infecções por HIV/patologia , Humanos , Processamento de Imagem Assistida por Computador/normas , Macrófagos/patologia , Macrófagos/virologia
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