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Antibodies are crucial to immune protection against SARS-CoV-2, with some in emergency use as therapeutics. Here, we identify 377 human monoclonal antibodies (mAbs) recognizing the virus spike and focus mainly on 80 that bind the receptor binding domain (RBD). We devise a competition data-driven method to map RBD binding sites. We find that although antibody binding sites are widely dispersed, neutralizing antibody binding is focused, with nearly all highly inhibitory mAbs (IC50 < 0.1 µg/mL) blocking receptor interaction, except for one that binds a unique epitope in the N-terminal domain. Many of these neutralizing mAbs use public V-genes and are close to germline. We dissect the structural basis of recognition for this large panel of antibodies through X-ray crystallography and cryoelectron microscopy of 19 Fab-antigen structures. We find novel binding modes for some potently inhibitory antibodies and demonstrate that strongly neutralizing mAbs protect, prophylactically or therapeutically, in animal models.
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Anticorpos Monoclonais/imunologia , Anticorpos Neutralizantes/imunologia , Anticorpos Antivirais/imunologia , COVID-19/imunologia , Glicoproteína da Espícula de Coronavírus/imunologia , Animais , Sítios de Ligação de Anticorpos , Células CHO , Chlorocebus aethiops , Cricetulus , Epitopos , Feminino , Células HEK293 , Humanos , Masculino , Camundongos , Camundongos Transgênicos , Modelos Moleculares , Ligação Proteica , Estrutura Terciária de Proteína , SARS-CoV-2/imunologia , Células VeroRESUMO
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causes coronavirus disease 2019 (COVID-19). SARS-CoV-2 relies on cellular RNA-binding proteins (RBPs) to replicate and spread, although which RBPs control its life cycle remains largely unknown. Here, we employ a multi-omic approach to identify systematically and comprehensively the cellular and viral RBPs that are involved in SARS-CoV-2 infection. We reveal that SARS-CoV-2 infection profoundly remodels the cellular RNA-bound proteome, which includes wide-ranging effects on RNA metabolic pathways, non-canonical RBPs, and antiviral factors. Moreover, we apply a new method to identify the proteins that directly interact with viral RNA, uncovering dozens of cellular RBPs and six viral proteins. Among them are several components of the tRNA ligase complex, which we show regulate SARS-CoV-2 infection. Furthermore, we discover that available drugs targeting host RBPs that interact with SARS-CoV-2 RNA inhibit infection. Collectively, our results uncover a new universe of host-virus interactions with potential for new antiviral therapies against COVID-19.
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COVID-19/metabolismo , Proteoma/metabolismo , RNA Viral/metabolismo , Proteínas de Ligação a RNA/metabolismo , SARS-CoV-2/fisiologia , Proteínas Virais/metabolismo , Replicação Viral/fisiologia , Células A549 , COVID-19/genética , Humanos , Proteoma/genética , RNA Viral/genética , Proteínas de Ligação a RNA/genética , Proteínas Virais/genéticaRESUMO
The evaluation of Naturally Occurring Endotoxins (NOEs) for Low Endotoxin Recovery (LER) studies has been a topic in the industry and regulatory agencies have been hesitant to endorse NOE use in LER studies over purified Lipopolysaccharide (LPS) standards such as Control Standard Endotoxin (CSE) or Reference Standard Endotoxin (RSE). In a recent study involving 11 BioPhorum member companies across 13 sites, NOEs prepared in high and low nutrient conditions were evaluated in two common monoclonal antibody buffer formulations: 10 mM Sodium Citrate, 0.05 % Polysorbate 80, pH 6.0 and 20 mM Histidine, 0.05 % Polysorbate 80, pH 6.0. 12 g-negative bacterial isolates were used to prepare NOE analytes, which were spiked into the formulation buffers. Additionally, the NOEs were spiked into Limulus Amebocyte Lysate (LAL) reagent water as controls and purified LPS into the citrate/polysorbate buffer as the LER control. Results showed the average of three runs per organism was >50 % recovery, at the conclusion of the 7-day period, regardless of nutrient culture preparation conditions. Furthermore, purified LPS controls became undetectable (<50 % recovery) in the citrate/polysorbate buffer, highlighting the presence of LER. These findings highlight the potential value of using NOEs from relevant manufacturing facilities to assess overall risk when purified LPS recovery is insufficient.
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Due to genome segmentation, rotaviruses must co-package eleven distinct genomic RNAs. The packaging is mediated by virus-encoded RNA chaperones, such as the rotavirus NSP2 protein. While the activities of distinct RNA chaperones are well studied on smaller RNAs, little is known about their global effect on the entire viral transcriptome. Here, we used Selective 2'-hydroxyl Acylation Analyzed by Primer Extension and Mutational Profiling (SHAPE-MaP) to examine the secondary structure of the rotavirus transcriptome in the presence of increasing amounts of NSP2. SHAPE-MaP data reveals that despite the well-documented helix-unwinding activity of NSP2 in vitro, its incubation with cognate rotavirus transcripts does not induce a significant change in the SHAPE reactivities. However, a quantitative analysis of mutation rates measured by mutational profiling reveals a global 5-fold rate increase in the presence of NSP2. We demonstrate that the normalization procedure used in deriving SHAPE reactivities from mutation rates can mask an important global effect of an RNA chaperone. Analysis of the mutation rates reveals a larger effect on stems rather than loops. Together, these data provide the first experimentally derived secondary structure model of the rotavirus transcriptome and reveal that NSP2 acts by globally increasing RNA backbone flexibility in a concentration-dependent manner.
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Rotavirus , Chaperonas Moleculares/genética , Chaperonas Moleculares/metabolismo , Estrutura Secundária de Proteína , RNA Viral/genética , RNA Viral/metabolismo , Rotavirus/genética , Transcriptoma/genética , Proteínas não Estruturais Virais/metabolismoRESUMO
Coccolithophores are an important group of calcifying marine phytoplankton. Although coccolithophores are not silicified, some species exhibit a requirement for Si in the calcification process. These species also possess a novel protein (SITL) that resembles the SIT family of Si transporters found in diatoms. However, the nature of Si transport in coccolithophores is not yet known, making it difficult to determine the wider role of Si in coccolithophore biology. Here, we show that coccolithophore SITLs act as Na+ -coupled Si transporters when expressed in heterologous systems and exhibit similar characteristics to diatom SITs. We find that CbSITL from Coccolithus braarudii is transcriptionally regulated by Si availability and is expressed in environmental coccolithophore populations. However, the Si requirement of C. braarudii and other coccolithophores is very low, with transport rates of exogenous Si below the level of detection in sensitive assays of Si transport. As coccoliths contain only low levels of Si, we propose that Si acts to support the calcification process, rather than forming a structural component of the coccolith itself. Si is therefore acting as a micronutrient in coccolithophores and natural populations are only likely to experience Si limitation in circumstances where dissolved silicon (DSi) is depleted to extreme levels.
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Diatomáceas , Haptófitas , Silício/metabolismo , Fitoplâncton/metabolismo , Proteínas de Membrana Transportadoras/metabolismo , Diatomáceas/genética , Diatomáceas/metabolismo , Calcificação Fisiológica , Haptófitas/genética , Haptófitas/metabolismoRESUMO
[This corrects the article DOI: 10.1371/journal.ppat.1009352.].
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Serological and plasmablast responses and plasmablast-derived IgG monoclonal antibodies (MAbs) have been analysed in three COVID-19 patients with different clinical severities. Potent humoral responses were detected within 3 weeks of onset of illness in all patients and the serological titre was elicited soon after or concomitantly with peripheral plasmablast response. An average of 13.7% and 3.5% of plasmablast-derived MAbs were reactive with virus spike glycoprotein or nucleocapsid, respectively. A subset of anti-spike (10 of 32) antibodies cross-reacted with other betacoronaviruses tested and harboured extensive somatic mutations, indicative of an expansion of memory B cells upon SARS-CoV-2 infection. Fourteen of 32 anti-spike MAbs, including five anti-receptor-binding domain (RBD), three anti-non-RBD S1 and six anti-S2, neutralised wild-type SARS-CoV-2 in independent assays. Anti-RBD MAbs were further grouped into four cross-inhibiting clusters, of which six antibodies from three separate clusters blocked the binding of RBD to ACE2 and five were neutralising. All ACE2-blocking anti-RBD antibodies were isolated from two recovered patients with prolonged fever, which is compatible with substantial ACE2-blocking response in their sera. Finally, the identification of non-competing pairs of neutralising antibodies would offer potential templates for the development of prophylactic and therapeutic agents against SARS-CoV-2.
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Anticorpos Antivirais/imunologia , COVID-19/imunologia , SARS-CoV-2/imunologia , Adulto , Enzima de Conversão de Angiotensina 2/antagonistas & inibidores , Enzima de Conversão de Angiotensina 2/imunologia , Anticorpos Monoclonais/imunologia , Anticorpos Neutralizantes/imunologia , Anticorpos Antivirais/sangue , Anticorpos Antivirais/genética , Células Produtoras de Anticorpos/imunologia , Sítios de Ligação , Epitopos , Humanos , Imunoglobulina G/imunologia , Nucleocapsídeo/imunologia , Glicoproteína da Espícula de Coronavírus/imunologiaRESUMO
Cyclic GMP-AMP (cGAMP) is an immunostimulatory molecule produced by cGAS that activates STING. cGAMP is an adjuvant when administered alongside antigens. cGAMP is also incorporated into enveloped virus particles during budding. Here, we investigate whether inclusion of cGAMP within viral vaccine vectors enhances their immunogenicity. We immunise mice with virus-like particles (VLPs) containing HIV-1 Gag and the vesicular stomatitis virus envelope glycoprotein G (VSV-G). cGAMP loading of VLPs augments CD4 and CD8 T-cell responses. It also increases VLP- and VSV-G-specific antibody titres in a STING-dependent manner and enhances virus neutralisation, accompanied by increased numbers of T follicular helper cells. Vaccination with cGAMP-loaded VLPs containing haemagglutinin induces high titres of influenza A virus neutralising antibodies and confers protection upon virus challenge. This requires cGAMP inclusion within VLPs and is achieved at markedly reduced cGAMP doses. Similarly, cGAMP loading of VLPs containing the SARS-CoV-2 Spike protein enhances Spike-specific antibody titres. cGAMP-loaded VLPs are thus an attractive platform for vaccination.
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COVID-19 , Vacinas contra Influenza , Vacinas de Partículas Semelhantes a Vírus , Animais , Humanos , Camundongos , Nucleotídeos Cíclicos , SARS-CoV-2 , Glicoproteína da Espícula de Coronavírus , Vacinas de Partículas Semelhantes a Vírus/genéticaRESUMO
SARS-CoV-2 is a positive-sense RNA virus responsible for the Coronavirus Disease 2019 (COVID-19) pandemic, which continues to cause significant morbidity, mortality and economic strain. SARS-CoV-2 can cause severe respiratory disease and death in humans, highlighting the need for effective antiviral therapies. The RNA synthesis machinery of SARS-CoV-2 is an ideal drug target and consists of non-structural protein 12 (nsp12), which is directly responsible for RNA synthesis, and numerous co-factors involved in RNA proofreading and 5' capping of viral RNAs. The formation of the 5' 7-methylguanosine (m7G) cap structure is known to require a guanylyltransferase (GTase) as well as a 5' triphosphatase and methyltransferases; however, the mechanism of SARS-CoV-2 RNA capping remains poorly understood. Here we find that SARS-CoV-2 nsp12 is involved in viral RNA capping as a GTase, carrying out the addition of a GTP nucleotide to the 5' end of viral RNA via a 5' to 5' triphosphate linkage. We further show that the nsp12 NiRAN (nidovirus RdRp-associated nucleotidyltransferase) domain performs this reaction, and can be inhibited by remdesivir triphosphate, the active form of the antiviral drug remdesivir. These findings improve understanding of coronavirus RNA synthesis and highlight a new target for novel or repurposed antiviral drugs against SARS-CoV-2.
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Trifosfato de Adenosina/análogos & derivados , Antivirais/farmacologia , RNA-Polimerase RNA-Dependente de Coronavírus/metabolismo , Nucleotidiltransferases/antagonistas & inibidores , RNA Viral/biossíntese , SARS-CoV-2/enzimologia , Trifosfato de Adenosina/farmacologia , RNA-Polimerase RNA-Dependente de Coronavírus/antagonistas & inibidores , Genoma Viral/genética , Guanosina/análogos & derivados , Guanosina/metabolismo , Humanos , Nucleotidiltransferases/metabolismo , Capuzes de RNA/genética , SARS-CoV-2/genética , Vaccinia virus/enzimologia , Vaccinia virus/metabolismo , Tratamento Farmacológico da COVID-19RESUMO
A better understanding of early brain changes that precede loss of independence in diseases like Alzheimer's disease (AD) is critical for development of disease-modifying therapies. Quantitative MRI, such as T2 relaxometry, can identify microstructural changes relevant to early stages of pathology. Recent evidence suggests heterogeneity of T2 may be a more informative MRI measure of early pathology than absolute T2. Here we test whether T2 markers of brain integrity precede the volume changes we know are present in established AD and whether such changes are most marked in medial temporal lobe (MTL) subfields known to be most affected early in AD. We show that T2 heterogeneity was greater in people with mild cognitive impairment (MCI; n = 49) compared to healthy older controls (n = 99) in all MTL subfields, but this increase was greatest in MTL cortices, and smallest in dentate gyrus. This reflects the spatio-temporal progression of neurodegeneration in AD. T2 heterogeneity in CA1-3 and entorhinal cortex and volume of entorhinal cortex showed some ability to predict cognitive decline, where absolute T2 could not, however further studies are required to verify this result. Increases in T2 heterogeneity in MTL cortices may reflect localised pathological change and may present as one of the earliest detectible brain changes prior to atrophy. Finally, we describe a mechanism by which memory, as measured by accuracy and reaction time on a paired associate learning task, deteriorates with age. Age-related memory deficits were explained in part by lower subfield volumes, which in turn were directly associated with greater T2 heterogeneity. We propose that tissue with high T2 heterogeneity represents extant tissue at risk of permanent damage but with the potential for therapeutic rescue. This has implications for early detection of neurodegenerative diseases and the study of brain-behaviour relationships.
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Envelhecimento , Doença de Alzheimer/diagnóstico , Cognição/fisiologia , Disfunção Cognitiva/diagnóstico , Imageamento por Ressonância Magnética/métodos , Lobo Temporal/diagnóstico por imagem , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/diagnóstico por imagem , Disfunção Cognitiva/diagnóstico por imagem , Diagnóstico Precoce , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Testes NeuropsicológicosRESUMO
PURPOSE: A major difficulty in monoclonal antibody (mAb) therapeutic development is product aggregation. In this study, intermolecular isopeptide bonds in mAb aggregates were characterized for the first time. We aim to propose a mechanism of covalent aggregation in a model antibody using stressed studies at raised temperatures to aid in the understanding of mAb aggregation pathways. METHODS: Aggregate fractions were generated using raised temperature and were purified using size-exclusion chromatography (SEC). The fractions were tryptically digested and characterized using liquid chromatography hyphenated to tandem mass-spectrometry (LC-MS/MS). RESULTS: An increased amount of clipping between aspartic acid and proline in a solvent accessible loop in the constant heavy 2 (CH2) domain of the mAb was observed under these conditions. Detailed peptide mapping revealed 14 isopeptide bonds between aspartic acid at that cleavage site and lysine residues on adjacent antibodies. Two additional isopeptide bonds were identified between the mAb HC N-terminal glutamic acid or a separate aspartic acid to lysine residues on adjacent antibodies. CONCLUSIONS: Inter-protein isopeptide bonds between the side chains of acidic amino acids (aspartate and glutamate) and lysine were characterized for the first time in mAb aggregates. A chemical mechanism was presented whereby spontaneous isopeptide bond formation could be facilitated via either the aspartic acid side chain or C-terminus.
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Anticorpos Monoclonais/metabolismo , Peptídeos/metabolismo , Animais , Ácido Aspártico/metabolismo , Células CHO , Linhagem Celular , Cromatografia em Gel/métodos , Cricetulus , Lisina/metabolismo , Prolina/metabolismo , Espectrometria de Massas em Tandem/métodosRESUMO
Among the major challenges in the development of biopharmaceuticals are structural heterogeneity and aggregation. The development of a successful therapeutic monoclonal antibody (mAb) requires both a highly active and also stable molecule. Whilst a range of experimental (biophysical) approaches exist to track changes in stability of proteins, routine prediction of stability remains challenging. The fluorescence red edge excitation shift (REES) phenomenon is sensitive to a range of changes in protein structure. Based on recent work, we have found that quantifying the REES effect is extremely sensitive to changes in protein conformational state and dynamics. Given the extreme sensitivity, potentially this tool could provide a 'fingerprint' of the structure and stability of a protein. Such a tool would be useful in the discovery and development of biopharamceuticals and so we have explored our hypothesis with a panel of therapeutic mAbs. We demonstrate that the quantified REES data show remarkable sensitivity, being able to discern between structurally identical antibodies and showing sensitivity to unfolding and aggregation. The approach works across a broad concentration range (µg-mg/ml) and is highly consistent. We show that the approach can be applied alongside traditional characterisation testing within the context of a forced degradation study (FDS). Most importantly, we demonstrate the approach is able to predict the stability of mAbs both in the short (hours), medium (days) and long-term (months). The quantified REES data will find immediate use in the biopharmaceutical industry in quality assurance, formulation and development. The approach benefits from low technical complexity, is rapid and uses instrumentation which exists in most biochemistry laboratories without modification.
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Anticorpos Monoclonais/química , Conformação Proteica , Estabilidade Proteica , Espectrometria de FluorescênciaRESUMO
Copper/zinc superoxide dismutase (SOD) is a homodimeric metalloenzyme that has been extensively studied as a benchmark for structure-function relationships in proteins, in particular because of its implication in the familial form of the neurodegenerative disease amyotrophic lateral sclerosis. Here, we investigate microcrystalline preparations of two differently metalated forms of SOD, namely, the fully mature functional Cu,Zn state and the E,Zn-SOD state in which the Cu site is empty. By using solid-state NMR with fast magic-angle spinning (MAS) at high magnetic fields (1H Larmor frequency of 800-1000 MHz), we quantify motions spanning a dynamic range from ns to ms. We determine that metal ion uptake does not act as a rigidification element but as a switch redistributing motional processes on different time scales, with coupling of the dynamics of histidine side chains and those of remote key backbone elements of the protein.
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Esclerose Lateral Amiotrófica/metabolismo , Cobre/química , Histidina/química , Superóxido Dismutase/química , Zinco/química , Sítios de Ligação , Cristalização , Humanos , Cinética , Campos Magnéticos , Espectroscopia de Ressonância Magnética , Metaloproteínas/química , Modelos Moleculares , Conformação Proteica , Multimerização ProteicaRESUMO
Most of our understanding of chemistry derives from atomic-level structures obtained with single-crystal X-ray diffraction. Metal centers in X-ray structures of small organometallic or coordination complexes are often extremely well-defined, with errors in the positions on the order of 10-4-10-5 Å. Determining the metal coordination geometry to high accuracy is essential for understanding metal center reactivity, as even small structural changes can dramatically alter the metal activity. In contrast, the resolution of X-ray structures in proteins is limited typically to the order of 10-1 Å. This resolution is often not sufficient to develop precise structure-activity relations for the metal sites in proteins, because the uncertainty in positions can cover all of the known ranges of bond lengths and bond angles for a given type of metal complex. Here we introduce a new approach that enables the determination of a high-definition structure of the active site of a metalloprotein from a powder sample, by combining magic-angle spinning (MAS) nuclear magnetic resonance (NMR) spectroscopy, tailored radio frequency (RF) irradiation schemes, and computational approaches. This allows us to overcome the "blind sphere" in paramagnetic proteins, and to observe and assign 1H, 13C, and 15N resonances for the ligands directly coordinating the metal center. We illustrate the method by determining the bond lengths in the structure of the CoII coordination sphere at the core of human superoxide dismutase 1 (SOD) with 0.7 pm precision. The coordination geometry of the resulting structure explains the nonreactive nature of the CoII/ZnII centers in these proteins, which allows them to play a purely structural role.
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Cobalto/química , Complexos de Coordenação/química , Metaloproteínas/química , Superóxido Dismutase-1/química , Zinco/química , Sítios de Ligação , Humanos , Ressonância Magnética Nuclear BiomolecularRESUMO
PURPOSE: The purpose of the study was to identify the factors associated with splenectomy in pediatric trauma patients. METHOD: Pediatric Trauma quality improvement program (P-TQIP) database calendar year 2014-2016 was accessed for the study. All patients, age ≤ 18 years old, who sustained splenic injury due to blunt mechanism, were included in the study. The primary outcome of the study was to identify the risk factors associated with splenectomy. Univariate followed by multivariate analyses were performed. A p value of < 0.05 was considered an indication of statistical significance. RESULTS: Of 1297 trauma victims, who fulfilled the inclusion criteria, 57 (4.4%) patients underwent total splenectomy. In Univariate analysis, there were significant differences found, in many variables, between the groups who underwent splenectomy versus those who did not have splenectomy. A multivariate logistic regression analysis showed use of blood transfusion within 4 h and severity of splenic injury were the two variables associated with splenectomy. The area under the curve (AUC) value was 0.892 and the 95% confidence intervals were [0.859, 0.923]. CONCLUSION: Blood transfusion within 4 h of patient's arrival to the hospital and high-grade splenic injury were main factors for splenectomy in the pediatric population.
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Baço/lesões , Baço/cirurgia , Esplenectomia/efeitos adversos , Ferimentos não Penetrantes/cirurgia , Transfusão de Sangue/estatística & dados numéricos , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Escala de Gravidade do Ferimento , Modelos Logísticos , Masculino , Análise Multivariada , Estudos Retrospectivos , Fatores de RiscoRESUMO
BACKGROUND: Quantitative T2 and diffusion MRI indices inform about tissue state and microstructure, both of which may be affected by pathology before tissue atrophy. PURPOSE: To evaluate the capability of both volumetric and quantitative MRI (qMRI) of the hippocampus and entorhinal cortex (EC) for classification of amnestic mild cognitive impairment (aMCI) and Alzheimer's disease dementia (ADD). STUDY TYPE: Retrospective cross-sectional study. POPULATION: Consecutive cohorts of healthy age-matched controls (n = 62), aMCI patients (n = 25), and ADD patients (n = 14). FIELD STRENGTH/SEQUENCE: 3T using T1-weighted imaging, T2-weighted imaging, T2 relaxometry and diffusion tensor imaging (DTI). ASSESSMENT: Montreal Cognitive Assessment and paired associate learning tests for cognitive state. Hippocampal subfield volumes by the automated segmentation of hippocampal subfields system from structural brain images. T2 relaxation time and DTI indices quantified for hippocampal subfields. The fraction of voxels with high T2 values (>20 ms above subfield median) was calculated and regionalized for hippocampus and EC. STATISTICAL TESTS: Support vector machine and receiver operating characteristic analyses from cognitive and MRI data. RESULTS: qMRI classified aMCI and ADD with excellent sensitivity (79.0% and 94.5%, respectively) and specificity (85.6% and 86.1%, respectively), superior to volumes alone (70.0% and 84.5% for respective sensitivities; 82.2 and 91.1 for respective specificities) and similar to cognitive tests (61.7% and 87.5% for respective sensitivities; 88.2% and 90.7% for respective specificities). Regions of high T2 are dispersed throughout each hippocampal subfield in aMCI and ADD with higher concentration than controls, and was most pronounced in the EC. No other individual qMRI marker than EC volume can separate aMCI from ADD, however. DATA CONCLUSION: qMRI markers of hippocampal and entorhinal tissue states are sensitive and specific classifiers of aMCI and ADD. They may serve as markers of a neurodegenerative state preceding volume loss. LEVEL OF EVIDENCE: 2 Technical Efficacy: Stage 3 J. Magn. Reson. Imaging 2019;49:445-455.
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Doença de Alzheimer/diagnóstico por imagem , Amnésia/diagnóstico por imagem , Disfunção Cognitiva/diagnóstico por imagem , Demência/diagnóstico por imagem , Córtex Entorrinal/diagnóstico por imagem , Hipocampo/diagnóstico por imagem , Imageamento por Ressonância Magnética , Idoso , Idoso de 80 Anos ou mais , Atrofia/diagnóstico por imagem , Encéfalo/diagnóstico por imagem , Cognição , Estudos Transversais , Imagem de Tensor de Difusão , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade , Curva ROC , Reprodutibilidade dos Testes , Estudos Retrospectivos , Sensibilidade e Especificidade , Máquina de Vetores de Suporte , Lobo Temporal/diagnóstico por imagemRESUMO
Magnetic resonance imaging (MRI) provides an excellent means of studying tissue microstructure noninvasively since the microscopic tissue environment is imprinted on the MRI signal even at macroscopic voxel level. Mesoscopic variations in magnetic field, created by microstructure, influence the transverse relaxation time (T2) in an orientation-dependent fashion (T2 is anisotropic). However, predicting the effects of microstructure upon MRI observables is challenging and requires theoretical insight. We provide a formalism for calculating the effects upon T2 of tissue microstructure, using a model of cylindrical magnetic field perturbers. In a cohort of clinically healthy adults, we show that the angular information in spin-echo T2 is consistent with this model. We show that T2 in brain white matter of nondemented volunteers follows a U-shaped trajectory with age, passing its minimum at an age of â¼30 but that this depends on the particular white matter tract. The anisotropy of T2 also interacts with age and declines with increasing age. Late-myelinating white matter is more susceptible to age-related change than early-myelinating white matter, consistent with the retrogenesis hypothesis. T2 mapping may therefore be incorporated into microstructural imaging.
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Espectroscopia de Ressonância Magnética , Imagem Molecular/métodos , Adulto , Idoso , Anisotropia , Simulação por Computador , Difusão , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Biológicos , Bainha de Mielina/metabolismo , Análise de Regressão , Substância Branca/anatomia & histologia , Adulto JovemRESUMO
The cubic semiconducting compounds APd3O4 (A = Ca, Sr) can be hole-doped by Na substitution on the A site and driven toward more conducting states. This process has been followed here by a number of experimental techniques to understand the evolution of electronic properties. While an insulator-to-metal transition is observed in Ca1-xNaxPd3O4 for x ≥ 0.15, bulk metallic behavior is not observed for Sr1-xNaxPd3O4 up to x = 0.20. Given the very similar crystal and (calculated) electronic structures of the two materials, the distinct behavior is a matter of interest. We present evidence of local disorder in the A = Sr materials through the analysis of the neutron pair distribution function, which is potentially at the heart of the distinct behavior. Solid-state 23Na nuclear magnetic resonance studies additionally suggest a percolative insulator-to-metal transition mechanism, wherein presumably small regions with a signal resembling metallic NaPd3O4 form almost immediately upon Na substitution, and this signal grows monotonically with substitution. Some signatures of increased local disorder and a propensity for Na clustering are seen in the A = Sr compounds.
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Significant regulatory and biopharmaceutical manufacturing attention has been recently generated regarding the inability to recover purified lipopolysaccharide in certain biopharmaceutical products, specifically those containing a chelator and surfactant. Disparate data has been generated and submitted during regulatory review. Study design is thought to significantly impact, and cause the confounding data. The BioPhorum Operations Group (BPOG) is an industry consortium of biopharmaceutical manufacturers. A BPOG team developed a collaborative experiment to determine if multiple laboratories could execute a harmonized protocol and reach equivalent conclusions. Twenty-one laboratories across fourteen different companies participated, yielding a robust study and large dataset. The experiment was successful as nearly all of the laboratories reached the same conclusions despite allowable variation in methods, suppliers, reagents, locations and analysts. The results of the study indicate a naturally occurring endotoxin analyte activity was recovered in a chelating buffer containing surfactant (citrate and polysorbate), and a buffer without surfactant (phosphate), while the purified lipopolysaccharide analyte activity was not recovered in the chelating buffer containing surfactant, but was recovered in the buffer without surfactant. Because the harmonized protocol yields consistent results across many different laboratories, the BPOG LER team recommends adoption of this protocol for use in endotoxin recovery studies.
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Contaminação de Medicamentos/prevenção & controle , Indústria Farmacêutica/normas , Lipopolissacarídeos/análise , Tensoativos/análise , Bases de Dados Factuais , HumanosRESUMO
OBJECTIVE: The objective of this study was to examine age-dependent changes in both T1-weighted and T2-weighted image contrasts and spin-echo T2 relaxation time in the human brain during healthy ageing. METHODS: A total of 37 participants between the ages of 49 and 87 years old were scanned with a 3 Tesla system, using T1-weighted, T2 weighted and quantitative spin-echo T2 imaging. Contrast between image intensities and T2 values was calculated for various regions, including between individual hippocampal subfields. RESULTS: The T1 contrast-to-noise (CNR) and gray:white signal intensity ratio (GWR) did not change in the hippocampus, but it declined in the cingulate cortex with age. In contrast, T2 CNR and GWR declined in both brain regions. T2 relaxation time was almost constant in gray matter and most (but not all) hippocampal subfields, but increased substantially in white matter, pointing to an age effect on water relaxation in white matter. CONCLUSIONS: Changes in T1 and T2 MR characteristics influence the appearance of brain images in later life and should be considered in image analyses of aged subjects. It is speculated that alterations at the cell biology level, with concomitant alterations to the local magnetic environment, reduce dephasing and subsequently prolong spin-echo T2 through reduced diffusion effects in later life.