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RNA N6-methyladenosine (m6A) demethylase AlkB homolog 5 (ALKBH5) plays a crucial role in regulating innate immunity. Lysine acylation, a widespread protein modification, influences protein function, but its impact on ALKBH5 during viral infections has not been well characterized. This study investigates the presence and regulatory mechanisms of a previously unidentified lysine acylation in ALKBH5 and its role in mediating m6A modifications to activate antiviral innate immune responses. We demonstrate that ALKBH5 undergoes lactylation, which is essential for an effective innate immune response against DNA herpesviruses, including herpes simplex virus type 1 (HSV-1), Kaposi's sarcoma-associated herpesvirus (KSHV), and mpox virus (MPXV). This lactylation attenuates viral replication. Mechanistically, viral infections enhance ALKBH5 lactylation by increasing its interaction with acetyltransferase ESCO2 and decreasing its interaction with deacetyltransferase SIRT6. Lactylated ALKBH5 binds interferon-beta (IFN-ß) messenger RNA (mRNA), leading to demethylation of its m6A modifications and promoting IFN-ß mRNA biogenesis. Overexpression of ESCO2 or depletion of SIRT6 further enhances ALKBH5 lactylation to strengthen IFN-ß mRNA biogenesis. Our results identify a posttranslational modification of ALKBH5 and its role in regulating antiviral innate immune responses through m6A modification. The finding provides an understanding of innate immunity and offers a potential therapeutic target for HSV-1, KSHV, and MPXV infections.
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Homólogo AlkB 5 da RNA Desmetilase , Herpesvirus Humano 8 , Imunidade Inata , Replicação Viral , Homólogo AlkB 5 da RNA Desmetilase/metabolismo , Homólogo AlkB 5 da RNA Desmetilase/genética , Humanos , Replicação Viral/genética , Herpesvirus Humano 8/genética , Herpesvirus Humano 8/imunologia , Interferon beta/metabolismo , Interferon beta/genética , Herpesvirus Humano 1/imunologia , Herpesvirus Humano 1/genética , Células HEK293 , Herpesviridae/imunologia , LipoilaçãoRESUMO
The copy number of genes in chromosomes can be modified by chromosomal integration to construct efficient microbial cell factories but the resulting genetic systems are prone to failure or instability from triggering homologous recombination in repetitive DNA sequences. Finding the optimal copy number of each gene in a pathway is also time and labor intensive. To overcome these challenges, we applied a multiple nonrepetitive coding sequence calculator that generates sets of coding DNA sequence (CDS) variants. A machine learning method was developed to calculate the optimal copy number combination of genes in a pathway. We obtained an engineered Yarrowia lipolytica strain for eicosapentaenoic acid biosynthesis in 6 months, producing the highest titer of 27.5 g l-1 in a 50-liter bioreactor. Moreover, the lycopene production in Escherichia coli was also greatly improved. Importantly, all engineered strains of Y. lipolytica, E. coli and Saccharomyces cerevisiae constructed with nonrepetitive CDSs maintained genetic stability.
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Gastrodin, a phenolic glycoside, is a prominent component of Gastrodia elata, which is renowned for its sedative, hypnotic, anticonvulsant, and neuroprotective activities. Engineering heterologous production of plant natural products in microbial host represents a safe, cost-effective, and scalable alternative to plant extraction. Here, we present the construction of an engineered Yarrowia lipolytica yeast that achieves a high-titer production of gastrodin. We systematically refactored the yeast genome by enhancing the flux of the shikimate pathway and optimizing the glucosyl transfer system. We introduced more than five dozen of genetic modifications onto the yeast genome, including enzyme screening, alleviation of rate-limiting steps, promoter selection, genomic integration site optimization, downregulation of competing pathways, and elimination of gastrodin degradation. Meanwhile, we developed a Copper-induced Antisense-Transcriptional Regulation (CATR) tool. The developed CATR toolkit achieved dynamic repression and activation of violacein synthesis through the addition of copper in Y. lipolytica. This strategy was further used to dynamically regulate the pyruvate kinase node to effectively redirect glycolytic flux towards the shikimate pathway while maintaining cell growth at proper rate. Taken together, these efforts resulted in 9477.1 mg/L of gastrodin in shaking flaks and 13.4 g/L of gastrodin with a yield of 0.149 g/g glucose in a 5-L bioreactor, highlighting the potential for large-scale and sustainable production of gastrodin from microbial fermentation.
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Cobre , Yarrowia , Ácido Chiquímico , Glucosídeos , Álcoois Benzílicos , Yarrowia/genéticaRESUMO
The design of efficient catalysts for catalytic ethylene (C2H4) oxidation is of crucial importance for extending the shelf life of fruits and vegetables. Herein, a carbon modified SBA-15 supported Pt catalyst (Pt/CSBA-15) was prepared in situ by a facile solid phase grinding-infiltration-inert atmosphere calcination method. Characterization results reveal that in the Pt/CSBA-15 catalysts thin carbon layers are successfully formed in the hexagonal pores of SBA-15. Additionally, Pt particles are well dispersed in the channels of SBA-15, and Pt/CSBA-15 has a smaller Pt particle size than the catalyst without carbon modification (i.e., Pt/SBA-15). O2 is more feasibly adsorbed and activated on small-sized Pt particles, and in situ formed carbon species enhance the hydrophobicity of catalysts. As a result, both 3Pt/CSBA-15 and 5Pt/CSBA-15 are able to maintain 100% conversion of 50 ppm of C2H4 for more than 7 h at 0 °C. 3Pt/CSBA-15 even achieves 81.5% C2H4 conversion and 71.6% CO2 yield after 20 h, exhibiting much more prominent catalytic performances than 3Pt/SBA-15. DFT calculations and in situ FTIR measurements confirm that small-sized Pt particles possess strong O2 affinity to promote O2 adsorption, and in situ formed hydrophobic carbon layers efficiently suppress competitive H2O adsorption. Such a unique one-step catalyst preparation method for regulating the size of metal particles and the hydrophobicity of catalysts can be perfectly utilized to develop simple and efficient hydrophobic catalysts applied in low-temperature oxidation of C2H4.
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PURPOSE: To investigate the effect of azilsartan on myocardial remodeling after acute myocardial infarction (AMI). METHODS: A total of 200 AMI patients under percutaneous coronary intervention (PCI) were selected from the Affiliated Huaian No.1 People's Hospital of Nanjing Medical University from Jan 2021 to Dec 2021. The subjects were randomly divided to take either azilsartan or benazepril. Serum C1q tumor necrosis factor-associated protein 1 (CTRP1) levels were detected in all subjects after admission, and the indices of left ventricular end-diastolic volume (LVEDV), left ventricular end-diastolic diameter (LVEDD), and left ventricular ejection fraction (LVEF) were measured by using echocardiography. At the follow-up of 6 months and 1 year after PCI, the differences in CTRP1 and echocardiogram indices between the two groups were compared, and the influencing factors of myocardial remodeling after acute myocardial infarction were analyzed. RESULTS: The levels of LVEDV and CTRP1 in all subjects at 6 months and 1 year after PCI were lower than those before discharge, and the LVEDV in the azilsartan group at 6 months and 1 year after PCI was lower than that in the benazepril group. An improvement in myocardial remodeling was obviously observed within 6 months after PCI, but the effect declined over time. CONCLUSIONS: Azilsartan can improve myocardial remodeling after acute myocardial infarction. CTRP1 may become an effective target for the prevention and treatment of myocardial remodeling after acute myocardial infarction.
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Benzimidazóis , Infarto do Miocárdio , Oxidiazóis , Intervenção Coronária Percutânea , Humanos , Volume Sistólico , Função Ventricular Esquerda , Infarto do Miocárdio/tratamento farmacológicoRESUMO
BACKGROUND: Hypoxia often occurs due to shared airway and anesthetic sedation-induced hypoventilation in patients receiving flexible bronchoscopy (FB) under deep sedation. Previous evidence has shown that supraglottic jet oxygenation and ventilation (SJOV) via Wei nasal jet tube (WNJ) reduces the incidence of hypoxia during FB. This study aimed to investigate the extent to which SJOV via WNJ could decrease the incidence of hypoxia in patients under deep sedation as compared to oxygen supplementation via WNJ alone or nasal catheter (NC) for oxygen supplementation during FB. METHODS: This was a single-center 3-arm randomized controlled trial (RCT). Adult patients scheduled to undergo FB were randomly assigned to 3 groups: NC (oxygen supplementation via NC), low-pressure low-flow (LPLF) (low-pressure oxygen supplementation via WNJ alone), or SJOV (high-pressure oxygen supplementation via WNJ). The primary outcome was hypoxia (defined as peripheral saturation of oxygen [Sp o2 ] <90% lasting more than 5 seconds) during FB. Secondary outcomes included subclinical respiratory depression or severe hypoxia, and rescue interventions specifically performed for hypoxia treatment. Other evaluated outcomes were sore throat, xerostomia, nasal bleeding, and SJOV-related barotraumatic events. RESULTS: One hundred and thirty-two randomized patients were included in 3 interventions (n = 44 in each), and all were included in the final analysis under intention to treat. Hypoxia occurred in 4 of 44 patients (9.1%) allocated to SJOV, compared to 38 of 44 patients (86%) allocated to NC, with a relative risk (RR) for hypoxia, 0.11; 98% confidence interval (CI), 0.02-0.51; P < .001; or to 27 of 44 patients (61%) allocated to LPLF, with RR for hypoxia, 0.15; 95% CI, 0.04-0.61; P < .001, respectively. The percentage of subclinical respiratory depression was also significantly diminished in patients with SJOV (39%) compared with patients with NC (100%) or patients with LPLF (96%), both P < .001. In SJOV, no severe hypoxia event occurred. More remedial interventions for hypoxia were needed in the patients with NC. Higher risk of xerostomia was observed in patients with SJOV. No severe adverse event was observed throughout the study. CONCLUSIONS: SJOV via WNJ effectively reduces the incidence of hypoxia during FB under deep sedation.
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Sedação Profunda , Insuficiência Respiratória , Xerostomia , Adulto , Humanos , Broncoscopia/efeitos adversos , Sedação Profunda/efeitos adversos , Hipóxia/diagnóstico , Hipóxia/etiologia , Hipóxia/prevenção & controle , Oxigênio , Xerostomia/complicaçõesRESUMO
OBJECTIVE: To identify and compare the rates of cannula-associated deep vein thrombosis (CaDVT) in patients on venovenous extracorporeal membrane oxygenation (VV-ECMO) who receive systemic anticoagulation (AC) and those who do not receive AC. DESIGN: Retrospective observational study. SETTING: Tertiary academic medical center. PARTICIPANTS: Consecutive patients who successfully have been decannulated from VV-ECMO for treatment of refractory acute respiratory distress syndrome between 2017 and 2022. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: After decannulation of ECMO, a duplex sonograph was performed on the cannulation sites to determine the incidence and characteristics of cannula-related thrombosis. Thrombosis was classified as occlusive or nearly occlusive. Ninety-four of 161 patients were weaned from VV-ECMO. Nineteen patients who were placed on VV-ECMO due to COVID-19 were excluded. Twenty-seven of 52 patients (52%) who did not receive AC were identified to have thrombus. Twelve of 23 patients (52%) who received AC were identified to have thrombus. Patients who received AC required more blood products during the ECMO run and required longer support on VV-ECMO. CONCLUSION: This study showed a high incidence of cannula-related venous thrombosis after VV-ECMO decannulation. Surprisingly, the incidence of CaDVT in anticoagulation-free patients was the same as in patients requiring anticoagulation. Anticoagulated patients required longer support on VV-ECMO and required more transfusions. Routine post-decannulation screening for DVT is recommended due to the high incidence of CaDVT.
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Oxigenação por Membrana Extracorpórea , Trombose , Trombose Venosa , Humanos , Oxigenação por Membrana Extracorpórea/efeitos adversos , Cânula/efeitos adversos , Trombose Venosa/diagnóstico por imagem , Trombose Venosa/epidemiologia , Trombose Venosa/etiologia , Trombose/diagnóstico por imagem , Trombose/epidemiologia , Trombose/etiologia , Estudos Retrospectivos , Anticoagulantes/efeitos adversosRESUMO
Cardiac arrest in the postoperative cardiac surgery patient requires a unique set of management skills that deviates from traditional cardiopulmonary resuscitation and Advanced Cardiovascular Life Support (ACLS). Cardiac Advanced Life Support (CALS) was first proposed in 2005 to address these intricacies. The hallmark of CALS is early chest reopening and internal cardiac massage within 5 minutes of the cardiac arrest in patients unresponsive to basic life support. Since the introduction of CALS, the landscape of cardiac surgery has continued to evolve. Cardiac intensivists encounter more patients who undergo cardiac surgical procedures performed via minimally invasive techniques such as lateral thoracotomy or mini sternotomy, in which an initial bedside sternotomy for cardiac massage is not applicable. Given the heterogeneous nature of the patient population in the cardiothoracic intensive care unit, personnel must expeditiously identify the most appropriate rescue strategy. As such, we have proposed a modified CALS approach to (1) adapt to a newer generation of cardiac surgery patients and (2) incorporate advanced resuscitative techniques. These include rescue-focused cardiac ultrasound to aid in the early identification of underlying pathology and guide resuscitation and early institution of extracorporeal cardiopulmonary resuscitation instead of chest reopening. While these therapies are not immediately available in all cardiac surgery centers, we hope this creates a framework to revise guidelines to include these recommendations to improve outcomes and how cardiac anesthesiologist intensivists' evolving role can aid resuscitation.
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INTRODUCTION: Bivalirudin is recommended as an alternative to heparin in cardiac surgery with cardiopulmonary bypass. Although it has been used in infants and children for this indication, there is a paucity of data on the pharmacologic effects of bivalirudin in neonates. Given the immaturity of the hemostatic system in neonates, we hypothesized that coagulation responses to bivalirudin in this population would be different than in adults. METHODS: Blood samples were drawn from placenta-cord units and from healthy adult donors. The study was carried out in two steps. First, bivalirudin was added to cord and adult blood samples at concentrations of 0, 5, 10, 15, and 20 µg/mL. Activated clotting time and thromboelastographic variables were recorded. Next, we used a Chandler loop system to assess the efficacy of bivalirudin in a simple model of cardiopulmonary bypass. The loops were primed with cord or adult blood and were run until thrombus was detected. Plasma bivalirudin concentrations were measured at 1, 15, 30, 45, 60, and 75 min after initiating rotation of the loops using liquid chromatography/mass spectrometry. RESULTS: Bivalirudin elicited a dose-dependent prolongation inhibition of coagulation in both cord and adult blood samples with greater potency in cord blood in comparison to adult blood (activated clotting time: 627 ± 50 vs. 452 ± 22 s at 15 µg/mL bivalirudin, p < .0001). This relative potency was also demonstrated in the Chandler loop system, but interestingly, cord blood appeared to inactivate bivalirudin more rapidly than adult blood with earlier clotting in loops containing cord blood. CONCLUSIONS: This study demonstrates that bivalirudin has greater potency in cord blood in vitro than in adult blood. Plasma degradation appears to proceed more rapidly in cord blood than in adults. Both of these findings should be considered when planning dosing regimens in neonatal patients.
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Anticoagulantes , Heparina , Lactente , Criança , Recém-Nascido , Adulto , Humanos , Heparina/farmacologia , Hirudinas/farmacologia , Fragmentos de Peptídeos/farmacologia , Fragmentos de Peptídeos/uso terapêutico , Proteínas Recombinantes/farmacologia , Proteínas Recombinantes/uso terapêuticoRESUMO
BACKGROUND: Berberine (BBR) is a commonly used anti-intestinal inflammation drug, and its anti-cancer activity has been found recently. BBR can intervene and control malignant colorectal cancer (CRC) through intestinal microbes, but the direct molecular target and related mechanism are unclear. This study aimed to identify the target of BBR and dissect related mechanisms against the occurrence and development of CRC from the perspective of intestinal microorganisms. RESULTS: Here, we found that BBR inhibits the growth of several CRC-driving bacteria, especially Peptostreptococcus anaerobius. By using a biotin-conjugated BBR derivative, we identified the protein FtfL (formate tetrahydrofolate ligase), a key enzyme in C1 metabolism, is the molecular target of BBR in P. anaerobius. BBR exhibits strong binding affinity and potent inhibition on FtfL. Based on this, we determined the crystal structure of PaFtfL (P. anaerobius FtfL)-BBR complex and found that BBR can not only interfere with the conformational flexibility of PaFtfL tetramer by wedging the tetramer interface but also compete with its substrate ATP for binding within the active center. In addition, the enzymatic activities of FtfL homologous proteins in human tumor cells can also be inhibited by BBR. CONCLUSIONS: In summary, our study has identified FtfL as a direct target of BBR and uncovered molecular mechanisms involved in the anti-CRC of BBR. BBR interferes with intestinal pathogenic bacteria by targeting FtfLs, suggesting a new means for controlling the occurrence and development of CRC.
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Berberina , Neoplasias , Humanos , Berberina/farmacologia , Intestinos , BactériasRESUMO
Considering that heavy-metal contamination of seawater is getting worse, building a quick, accurate and portable device for detecting trace zinc in seawater in real time would be very beneficial. In this work, a microfluidic system was developed that includes a planar disc electrode, a micro-cavity for detection, an electrochemical workstation, a computer, a container for waste liquid reprocessing, an external pipeline and other components as well as a graphene/cerium oxide/nano-cerium oxide/Nafion composite membrane was used to modify the planar disc electrode (GR/CeO2/Nafion/Au) to investigate the electrochemical behaviour of Zn(II) using cyclic voltammetry, square-wave voltammetry and orthogonal test methods. Under optimal experimental conditions, the peak reaction current of Zn(II) showed a good linear relationship with the concentration of Zn(II) in the range of 1-900 µg/L with a correlation coefficient of 0.998, and the detection limit of the method was 0.87 µg/L. In addition, the microfluidic system had good stability, reproducibility and anti-interference. The system was used for determining zinc ions in real seawater samples, and the results were very similar to those of inductively coupled plasma-emission spectrometry, demonstrating the practicality of the system for the detection of trace zinc.
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PURPOSE: The potential of uniportal video-assisted thoracic surgery (U-VATS) to reduce chronic pain after thoracic surgery (CPTS) compared to open thoracotomy (OT) remains unexplored. This prospective study aims to assess the incidence of CPTS following U-VATS or OT and identify associated risk factors. METHODS: Patients undergoing thoracic surgery were recruited from March 2021 to March 2022, categorized by surgical approach (U-VATS vs. OT). Standard clinical protocols for surgery, anesthesia, and analgesia were followed. Pain symptoms were assessed using the Short-form McGill Pain Questionnaire, with follow-ups up to 6 months. Perioperative factors influencing CPTS at 3 months were analyzed through univariate and multivariate methods. RESULTS: A total of 694 patients were analyzed. Acute pain after thoracic surgery (APTS) was significantly less severe in the U-VATS group (p < 0.001). U-VATS patients exhibited a lower incidence of CPTS at 3 months (63.4% vs. 80.1%, p < 0.001), with reduced severity among those experiencing CPTS (p = 0.007) and a decreased occurrence of neuropathic pain (p = 0.014). Multivariate analysis identified OT incision, moderate to severe APTS (excluding moderate static pain at 24 h postoperative), nocturnal surgery, and lung surgery as risk factors for CPTS. CONCLUSION: This study underscores the potential of U-VATS to reduce both the incidence and severity of CPTS at 3 months compared to OT. Furthermore, it highlights risk factors for CPTS, including OT incision, inadequately managed APTS, lung surgery, and nocturnal surgery. These findings emphasize the importance of considering surgical approach and perioperative pain management strategies to mitigate the burden of CPTS.
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Dor Crônica , Dor Pós-Operatória , Cirurgia Torácica Vídeoassistida , Toracotomia , Humanos , Cirurgia Torácica Vídeoassistida/métodos , Cirurgia Torácica Vídeoassistida/efeitos adversos , Masculino , Feminino , Estudos Prospectivos , Toracotomia/métodos , Toracotomia/efeitos adversos , Dor Crônica/epidemiologia , Dor Crônica/etiologia , Dor Pós-Operatória/epidemiologia , Dor Pós-Operatória/prevenção & controle , Pessoa de Meia-Idade , Idoso , Medição da Dor/métodos , Fatores de Risco , Adulto , Estudos de Coortes , IncidênciaRESUMO
The autotrophic acetogen Clostridium ljungdahlii has emerged as a major candidate in the biological conversion of one-carbon gases (CO2/CO) to bulk chemicals and fuels. Nevertheless, the regulatory pathways and downstream metabolic changes responsible for product formation and distribution in this bacterium remain minimally explored. Protein lysine acetylation (PLA), a prevalent posttranslational modification, controls numerous crucial cellular functions. Herein, we revealed a novel cross-regulatory mechanism that uses both the PLA system and transcription factors to regulate the carbon flow distribution for product formation in C. ljungdahlii. The dominant acetylation/deacetylation system (At2/Dat1) in C. ljungdahlii was found to regulate the ratio of two major products, acetic acid and ethanol. Subsequent genetic and biochemical analyses revealed that the activities of Pta and AdhE1, two crucial enzymes responsible for acetic acid and ethanol synthesis, respectively, were greatly affected by their levels of PLA. We found that the acetylation statuses of Pta and AdhE1 underwent significant dynamic changes during the fermentation process, leading to differential synthesis of acetic acid and ethanol. Furthermore, the crucial redox-sensing protein Rex was shown to be regulated by PLA, which subsequently altered its transcriptional regulation on genes responsible for acetic acid and ethanol formation and distribution. Based on our understanding of this cross-regulatory module, we optimized the ethanol synthetic pathway by modifying the acetylation status (deacetylation-mimicked mutations of crucial lysine residues) of the related key enzyme, achieving significantly increased titer and yield of ethanol, an important chemical and fuel, by C. ljungdahlii in gas fermentation.
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Ácido Acético , Clostridium , Etanol , Lisina , Ácido Acético/metabolismo , Acetilação , Carbono/metabolismo , Clostridium/metabolismo , Etanol/metabolismo , Fermentação , Gases/metabolismo , Lisina/metabolismo , Poliésteres/metabolismo , Processamento de Proteína Pós-TraducionalRESUMO
Lipid vesicles immersed in solute gradients are predicted to migrate from regions of high to low solute concentration due to osmotic flows induced across their semipermeable membranes. This processâknown as osmophoresisâis potentially relevant to biological processes such as vesicle trafficking and cell migration; however, there exist significant discrepancies (several orders of magnitude) between experimental observations and theoretical predictions for the vesicle speed. Here, we seek to reconcile predictions of osmophoresis with observations of vesicle motion in osmotic gradients. We prepare quasi-steady solute gradients in a microfluidic chamber using density-matched solutions of sucrose and glucose to eliminate buoyancy-driven flows. We quantify the motions of giant DLPC vesicles and Brownian tracer particles in such gradients using Bayesian analysis of particle tracking data. Despite efforts to mitigate convective flows, we observe directed motion of both lipid vesicles and tracer particles in a common direction at comparable speeds of order 10 nm/s. These observations are not inconsistent with models of osmophoresis, which predict slower motion at ca. 1 nm/s; however, experimental uncertainty and the confounding effects of fluid convection prohibit a quantitative comparison. In contrast to previous reports, we find no evidence for anomalously fast osmophoresis of lipid vesicles when fluid convection is mitigated and quantified. We discuss strategies for enhancing the speed of osmophoresis using high permeability membranes and geometric confinement.
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Due to its unique physical and electrophilic properties, the difluoromethyl group (-CF2 H) has been playing an irreplaceable role in the field of pharmaceutical and agrochemical industry. Methods that could efficiently incorporate the difluoromethyl group into the target molecules are increasing in the recent years. Developing a stable and efficient difluoromethylating reagent is thus highly attractive. In this review, we describe the development of a nucleophilic difluoromethylation reagent [(SIPr)Ag(CF2 H)], including its elemental reaction, difluoromethylation reaction with different types of electrophiles, and its application in the synthesis of a nucleophilic and an electrophilic difluoromethylthiolating reagent.
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OBJECTIVES: To establish a breast lesion risk stratification system using ultrasound images to predict breast malignancy and assess Breast Imaging Reporting and Data System (BI-RADS) categories simultaneously. METHODS: This multicenter study prospectively collected a dataset of ultrasound images for 5012 patients at thirty-two hospitals from December 2018 to December 2020. A deep learning (DL) model was developed to conduct binary categorization (benign and malignant) and BI-RADS categories (2, 3, 4a, 4b, 4c, and 5) simultaneously. The training set of 4212 patients and the internal test set of 416 patients were from thirty hospitals. The remaining two hospitals with 384 patients were used as an external test set. Three experienced radiologists performed a reader study on 324 patients randomly selected from the test sets. We compared the performance of the DL model with that of three radiologists and the consensus of the three radiologists. RESULTS: In the external test set, the DL model achieved areas under the receiver operating characteristic curve (AUCs) of 0.980 and 0.945 for the binary categorization and six-way categorizations, respectively. In the reader study set, the DL BI-RADS categories achieved a similar AUC (0.901 vs. 0.933, p = 0.0632), sensitivity (90.98% vs. 95.90%, p = 0.1094), and accuracy (83.33% vs. 79.01%, p = 0.0541), but higher specificity (78.71% vs. 68.81%, p = 0.0012) than those of the consensus of the three radiologists. CONCLUSIONS: The DL model performed well in distinguishing benign from malignant breast lesions and yielded outcomes similar to experienced radiologists. This indicates the potential applicability of the DL model in clinical diagnosis. KEY POINTS: ⢠The DL model can achieve binary categorization for benign and malignant breast lesions and six-way BI-RADS categorizations for categories 2, 3, 4a, 4b, 4c, and 5, simultaneously. ⢠The DL model showed acceptable agreement with radiologists for the classification of breast lesions. ⢠The DL model performed well in distinguishing benign from malignant breast lesions and had promise in helping reduce unnecessary biopsies of BI-RADS 4a lesions.
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Neoplasias da Mama , Aprendizado Profundo , Humanos , Feminino , Neoplasias da Mama/patologia , Mama/diagnóstico por imagem , Ultrassonografia , Medição de Risco , Ultrassonografia Mamária/métodos , Estudos RetrospectivosRESUMO
INTRODUCTION: The use of short-term mechanical circulatory support (MCS) devices and procedures for function- and life-sustaining therapy is becoming a routine practice at many centers. Concomitant with the increasing use of MCS is the increasing recognition of acute brain injuries, including acute ischemic stroke, which may be caused by a myriad of MCS-driven factors. The aim of this case series was to document our experience with mechanical thrombectomy (MT) for ischemic stroke in extracorporeal membrane oxygenation (ECMO) patients. METHODS: We retrospectively reviewed a prospectively maintained database of patients undergoing endovascular thrombectomy for large vessel occlusion at our institution. We identified patients that were on ECMO and underwent thrombectomy. Baseline demographics and procedural and functional outcomes were collected. RESULTS: Three patients on ECMO were identified to have a large vessel occlusion and underwent thrombectomy. Two patients had an internal carotid artery terminus occlusion and one had a basilar artery occlusion. An mTICI 3 recanalization was achieved in all patients without postoperative hemorrhagic complications. Two patients achieved a 3-month mRS of 1, while one had mRS 4. CONCLUSION: Ischemic stroke can be associated with significant morbidity in MCS patients. We demonstrate that MT can be safely performed in this patient population with good outcomes.
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Isquemia Encefálica , Procedimentos Endovasculares , Oxigenação por Membrana Extracorpórea , AVC Isquêmico , Acidente Vascular Cerebral , Humanos , Acidente Vascular Cerebral/diagnóstico por imagem , Acidente Vascular Cerebral/terapia , AVC Isquêmico/diagnóstico por imagem , AVC Isquêmico/terapia , Isquemia Encefálica/diagnóstico por imagem , Isquemia Encefálica/terapia , Isquemia Encefálica/complicações , Oxigenação por Membrana Extracorpórea/efeitos adversos , Estudos Retrospectivos , Trombectomia/efeitos adversos , Complicações Pós-Operatórias/etiologia , Resultado do Tratamento , Procedimentos Endovasculares/efeitos adversosRESUMO
Marine and intertidal heavy metal pollution has been a major concern in recent years. Tachypleus tridentatus has existed on earth for more than 430 million years. It has suffered a sharp decline in population numbers caused by environmental pollution and anthropogenic disturbance for almost 40 years. However, the effects of heavy metal pollution on juvenile T. tridentatus have not been reported. Here we show the mechanism of cadmium (Cd) detoxification in juvenile T. tridentatus using integrated antioxidant indexes and transcriptomic and metabolomic analysis. High Cd2+ concentration caused oxidative stress in juvenile T. tridentatus. The hazards increase with increasing Cd2+ concentration in juvenile T. tridentatus. Transcriptomics and metabolomics analyses concluded that high Cd2+ concentration resulted in the imbalance of glycerophospholipid metabolism in juvenile T. tridentatus to detoxify Cd. Our results offer a rationale for protective measures and further studies of heavy metal stress in T. tridentatus.
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Cádmio , Caranguejos Ferradura , Animais , Caranguejos Ferradura/genética , Cádmio/toxicidade , Transcriptoma , Perfilação da Expressão GênicaRESUMO
Antibiotics are emerging contaminants and widely used in human healthcare, livestock, and aquaculture. The toxicity posed by antibiotics and their mixtures in sediments depends on their bioavailability. Now, the bioavailability of organic materials can be determined accurately by the diffusive gradients in thin films (DGT) technique. This technique was used for the first time ever in this study to evaluate in detail the integral toxicity of antibiotics in sediments to aquatic biota. Zhelin Bay was selected as a case study, because it is the largest mariculture area in eastern Guangdong, South China. Two antibiotics, chlortetracycline (CTC) (A) and sulfachlorpyridazine (SCP), were detected at average concentrations of 2.83 and 1.14 ng/ml, respectively. The other fifteen antibiotics were undetectable. The single risk assessment based on the risk quotient (RQ) of CTC and SCP shows that a relatively low risk has occurred. After this careful assessment of probabilistic ecotoxicological risks, the combined toxicity of antibiotic mixtures (CTC and SCP) clearly indicates that the toxicity probability of surface sediments to aquatic organisms was relatively low (0.23%).
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Antibacterianos , Poluentes Químicos da Água , Humanos , Antibacterianos/toxicidade , Organismos Aquáticos , Ecotoxicologia , Aquicultura , Biota , China , Monitoramento Ambiental/métodos , Sedimentos Geológicos , Poluentes Químicos da Água/toxicidade , Poluentes Químicos da Água/análiseRESUMO
BACKGROUND: Liver transplantation (LT) is the best treatment for patients with hepatocellular carcinoma (HCC). However, the surgical technique needs to be improved. The present study aimed to evaluate the "no-touch" technique in LT. METHODS: From January 2018 to December 2019, we performed a prospective randomized controlled trial on HCC patients who underwent LT. The patients were randomized into two groups: a no-touch technique LT group (NT group, n = 38) and a conventional LT technique group (CT group, n = 46). Operative outcomes and survival in the two groups were analyzed. RESULTS: The perioperative parameters were comparable between the two groups (P > 0.05). There was no significant difference between the two groups in disease-free survival (DFS) (P = 0.732) or overall survival (OS) (P = 0.891). Of 36 patients who were beyond the Hangzhou criteria for LT, the DFS of the patients in the NT group was significantly longer than that in the CT group (median 402 vs. 126 days, P = 0.025). In 31 patients who had portal vein tumor thrombosis (PVTT), DFS and OS in the NT group were significantly better than those in the CT group (median DFS 420 vs. 167 days, P = 0.022; 2-year OS rate 93.8% vs. 66.7%, P = 0.043). In 14 patients who had diffuse-type HCCs, DFS and OS were significantly better in the NT group than those in the CT group (median DFS 141 vs. 56 days, P = 0.008; 2-year OS rate 75.0% vs. 33.3%, P = 0.034). Multivariate analysis showed that for patients with PVTT and diffuse-type HCCs, the no-touch technique was an independent favorable factor for OS (PVTT: HR = 0.018, 95% CI: 0.001-0.408, P = 0.012; diffuse-type HCCs: HR = 0.034, 95% CI: 0.002-0.634, P = 0.024). CONCLUSIONS: The no-touch technique improved the survival of patients with advanced HCC compared with the conventional technique. The no-touch technique may provide a new and effective LT technique for advanced HCCs.