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1.
Article in English | MEDLINE | ID: mdl-38719186

ABSTRACT

INTRODUCTION: Mycobacterium abscessus complex (MABC) is the most common rapidly growing Mycobacterium species in structural pulmonary diseases and can be life-threatening. This study aimed to assess the clinical characteristics and drug susceptibility statuses of different Mycobacterium abscessus (MAB) subspecies. METHODS: DNA sequencing was used to differentiate clinical MABC subspecies isolates. The Clinical and Laboratory Standards Institute guidelines were used to determine vitro susceptibility of imipenem-relebactam, omadacycline, and other conventional antibiotics. Patient's clinical characteristics were collected and analysed. RESULTS: There were 139 M. abscessus, 39 M. massiliense, and 1 M. bolletii, accounting for 77.7%, 21.8%, and 0.5% of the MABC isolates, respectively. Patients with M. abscessus pulmonary disease (M.ab-PD) had higher proportions of older adults, tuberculosis history, chronic pulmonary disease, and malignancy than those with M. massiliense pulmonary disease (M.ma-PD). Patients with M.ab-PD had higher rates of bilateral middle- and lower-lobe involvement than patients with M.ma-PD. Both subspecies showed high resistance rates to doxycycline and moxifloxacin, and clarithromycin-induced resistance was more common in M.ab than in M.ma. Relebactam with imipenem resulted in a 2-fold reduction in the minimum inhibitory concentration (MIC) value compared to imipenem alone among MAB; furthermore, the MIC was lower in M.ab than in M.ma. Omadacycline and tigecycline had comparable in vitro susceptibility, and the MIC showed no statistically significant difference between M.ab and M.ma. CONCLUSIONS: M.ab is the most prevalent MABC subspecies in the Zhejiang Province. Patients with M.ab-PD have complex underlying diseases and broader lobar lesions. Imipenem-relebactam and omadacycline are promising antibiotics for MABC infection treatment.

2.
Epidemiol Infect ; 152: e75, 2024 Apr 18.
Article in English | MEDLINE | ID: mdl-38634450

ABSTRACT

This paper retrospectively analysed the prevalence of macrolide-resistant Mycoplasma pneumoniae (MRMP) in some parts of China. Between January 2013 and December 2019, we collected 4,145 respiratory samples, including pharyngeal swabs and alveolar lavage fluid. The highest PCR-positive rate of M. pneumoniae was 74.5% in Beijing, the highest resistance rate was 100% in Shanghai, and Gansu was the lowest with 20%. The highest PCR-positive rate of M. pneumoniae was 74.5% in 2013, and the highest MRMP was 97.4% in 2019; the PCR-positive rate of M. pneumoniae for adults in Beijing was 17.9% and the MRMP was 10.48%. Among the children diagnosed with community-acquired pneumonia (CAP), the PCR-positive and macrolide-resistant rates of M. pneumoniae were both higher in the severe ones. A2063G in domain V of 23S rRNA was the major macrolide-resistant mutation, accounting for more than 90%. The MIC values of all MRMP to erythromycin and azithromycin were ≥ 64 µg/ml, and the MICs of tetracycline and levofloxacin were ≤ 0.5 µg/ml and ≤ 1 µg/ml, respectively. The macrolide resistance varied in different regions and years. Among inpatients, the macrolide-resistant rate was higher in severe pneumonia. A2063G was the common mutation, and we found no resistance to tetracycline and levofloxacin.


Subject(s)
Anti-Bacterial Agents , Drug Resistance, Bacterial , Macrolides , Mycoplasma pneumoniae , Pneumonia, Mycoplasma , Mycoplasma pneumoniae/drug effects , Mycoplasma pneumoniae/genetics , Mycoplasma pneumoniae/isolation & purification , Humans , China/epidemiology , Macrolides/pharmacology , Retrospective Studies , Child , Anti-Bacterial Agents/pharmacology , Child, Preschool , Adolescent , Adult , Female , Male , Pneumonia, Mycoplasma/epidemiology , Pneumonia, Mycoplasma/microbiology , Pneumonia, Mycoplasma/drug therapy , Middle Aged , Young Adult , Microbial Sensitivity Tests , Aged , Infant , Prevalence , RNA, Ribosomal, 23S/genetics , Aged, 80 and over
3.
Metab Brain Dis ; 39(1): 147-171, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37542622

ABSTRACT

Schizophrenia is a devastating neuropsychiatric disorder affecting 1% of the world population and ranks as one of the disorders providing the most severe burden for society. Schizophrenia etiology remains obscure involving multi-risk factors, such as genetic, environmental, nutritional, and developmental factors. Complex interactions of genetic and environmental factors have been implicated in the etiology of schizophrenia. This review provides an overview of the historical origins, pathophysiological mechanisms, diagnosis, clinical symptoms and corresponding treatment of schizophrenia. In addition, as schizophrenia is a polygenic, genetic disorder caused by the combined action of multiple micro-effective genes, we further detail several approaches, such as candidate gene association study (CGAS) and genome-wide association study (GWAS), which are commonly used in schizophrenia genomics studies. A number of GWASs about schizophrenia have been performed with the hope to identify novel, consistent and influential risk genetic factors. Finally, some schizophrenia susceptibility genes have been identified and reported in recent years and their biological functions are also listed. This review may serve as a summary of past research on schizophrenia genomics and susceptibility genes (NRG1, DISC1, RELN, BDNF, MSI2), which may point the way to future schizophrenia genetics research. In addition, depending on the above discovery of susceptibility genes and their exact function, the development and application of antipsychotic drugs will be promoted in the future.


Subject(s)
Schizophrenia , Humans , Schizophrenia/genetics , Schizophrenia/diagnosis , Genome-Wide Association Study , Genetic Predisposition to Disease/genetics , Polymorphism, Single Nucleotide , Genomics , RNA-Binding Proteins/genetics
4.
Free Radic Res ; 58(1): 57-68, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38145457

ABSTRACT

Nuclear factor erythroid 2-related factor 2 (Nrf2) is an important transcriptional regulator that plays a protective role against various cardiovascular diseases. Omaveloxolone is a newly discovered potent activator of Nrf2 that has a variety of cytoprotective functions. However, the potential role of omaveloxolone in the process of pathological cardiac hypertrophy and heart failure are still unknown. In this study, an isoproterenol (ISO)-induced pathological cardiac hypertrophy model was established to investigate the protective effect of omaveloxolone in vivo and in vitro. Our study first confirmed that omaveloxolone administration improved ISO-induced pathological cardiac hypertrophy in mice and neonatal cardiomyocytes. Omaveloxolone administration also diminished ISO-induced cardiac oxidative stress, inflammation and cardiomyocyte apoptosis. In addition, omaveloxolone administration activated the Nrf2 signaling pathway, and Nrf2 knockdown almost completely abolished the cardioprotective effect of omaveloxolone, indicated that the cardioprotective effect of omaveloxolone was directly related to the activation of the Nrf2 signaling. In summary, our study identified that omaveloxolone may be a promising therapeutic agent to mitigate pathological cardiac hypertrophy.


Subject(s)
Cardiomegaly , NF-E2-Related Factor 2 , Triterpenes , Mice , Animals , Isoproterenol/pharmacology , NF-E2-Related Factor 2/metabolism , Cardiomegaly/drug therapy , Cardiomegaly/metabolism , Cardiomegaly/pathology , Myocytes, Cardiac/metabolism , Oxidative Stress
5.
Hum Exp Toxicol ; 42: 9603271231215499, 2023.
Article in English | MEDLINE | ID: mdl-37950702

ABSTRACT

Cyclosporine (CsA) is an immunosuppressive agent that often causes acute kidney injury (AKI) in children. The specific mechanisms underlying CsA-induced AKI are currently unknown. This study used an integrated network analysis of microRNA (miRNA) and mRNA expression profiles, biochemical and pathological analyses to further investigate these potential mechanisms of CsA-induced AKI. Small RNA sequence analysis identified 25 differentially expressed miRNAs, RNA sequencing analysis identified 4,109 differentially expressed mRNAs. We obtained a total of 4,367 target genes from the 25 differentially expressed miRNAs based on three algorithms, including the Mirdb, Mirtarbase, and TargetScan. 971 target genes overlapped between the 4,367 target genes and 4,109 differentially expressed mRNAs were identified for further bioinformatics analysis. Finally, 30 hub genes and two main modules were recognized. Functional enrichment analysis of 30 hub genes indicated that inflammation and epithelial-mesenchymal transition (EMT) related genes were mainly concentrated together. Pathway analysis revealed that the PI3K-Akt signaling pathway plays an integral role in CsA-induced AKI. Network analysis identified 3 important miRNAs, mmu-miR-17b-5p, mmu-miR-19b-3p, and mmu-mir-423-5p that may further promote the development of inflammatory responses and EMT by mediating a complex network of factors. Our research provides a clearer understanding the molecular mechanism of this specific drug-induced AKI by CsA use, which is useful for discovering potential targets for gene therapies, and drug development in CsA-induced AKI.


Subject(s)
Acute Kidney Injury , MicroRNAs , Child , Humans , Animals , Mice , Cyclosporine/toxicity , RNA, Messenger/genetics , Phosphatidylinositol 3-Kinases/genetics , MicroRNAs/genetics , MicroRNAs/metabolism , Acute Kidney Injury/chemically induced , Acute Kidney Injury/genetics
6.
Int J Antimicrob Agents ; 62(2): 106875, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37276894

ABSTRACT

Central nervous system (CNS) tuberculosis (TB) is a devastating and often life-threatening disease caused by Mycobacterium tuberculosis. Contezolid, a new oxazolidinone, has demonstrated potent antimycobacterial activity in both in-vivo and in-vitro studies, with lower toxicity than linezolid. However, pharmacokinetic data are still not available for contezolid in the CNS of patients with CNS TB. This article reports the steady-state concentrations of contezolid in serum and cerebrospinal fluid (CSF) of a patient receiving contezolid as part of multi-drug treatment for tuberculous meningoencephalitis. At weeks 7 and 11 (7 h post-dose) after initiation of contezolid therapy, the serum concentrations of contezolid were 9.64 mg/L and 9.36 mg/L, respectively. In CSF, the observed concentrations of contezolid were 0.54 mg/L and 1.15 mg/L, respectively. The CSF:serum concentration ratios were 0.056 and 0.123 at weeks 7 and 11, respectively. The observed concentrations in CSF were above the minimum inhibitory concentration of contezolid against M. tuberculosis, and were close to the estimated serum unbound fraction of contezolid (10%), suggesting that unbound contezolid has high CSF permeability.


Subject(s)
Meningoencephalitis , Mycobacterium tuberculosis , Oxazolidinones , Tuberculosis, Meningeal , Humans , Tuberculosis, Meningeal/drug therapy , Pyridones , Meningoencephalitis/drug therapy , Cerebrospinal Fluid
7.
Int J Infect Dis ; 132: 99-107, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37068583

ABSTRACT

OBJECTIVES: Faropenem has antituberculosis activity in vitro but its utility in treating patients with tuberculosis (TB) is unclear. METHODS: We conducted an open-label, randomized trial in China, involving newly diagnosed, drug-susceptible pulmonary TB. The control group was treated with the standard 6-month regimen. The experimental group replaced ethambutol with faropenem for 2 months. The primary outcome was the treatment success rate after 6 months of treatment. Noninferiority was confirmed if the lower limit of a 95% one-sided confidence interval (CI) of the difference was greater than -10%. RESULTS: A total of 227 patients eligible for the study were enrolled in the trial group and the control group in a ratio of 1:1. Baseline characteristics of participants were similar in both groups. In the modified intention-to-treat population, 88.18% of patients in the faropenem group achieved treatment success, and 85.98% of those in the control group were successfully treated, with a difference of 2.2% (95% CI, -6.73-11.13). In the per-protocol population, treatment success was 96.04% in the faropenem group and 95.83% in the control group, with a difference of 2.1% (95% CI, -5.31-5.72). The faropenem group showed noninferiority to the control group in the 6-month treatment success rates. The faropenem group had significantly fewer adverse events (P <0.01). CONCLUSIONS: Our study proved that oral faropenem regimen can be used for the treatment of TB, with fewer adverse events. (Chinese Clinical Trial Registry, ChiCTR1800015959).


Subject(s)
Antitubercular Agents , Tuberculosis, Pulmonary , Humans , Drug Therapy, Combination , Ethambutol/therapeutic use , Treatment Outcome , Tuberculosis, Pulmonary/drug therapy , Tuberculosis, Pulmonary/diagnosis
8.
J Oncol ; 2023: 3270137, 2023.
Article in English | MEDLINE | ID: mdl-36936372

ABSTRACT

This study aimed to evaluate the feasibility of applying a clinical multimodal radiomics nomogram based on ultrasonography (US) and multiparametric magnetic resonance imaging (MRI) for the prediction of cervical lymph node metastasis (LNM) in papillary thyroid carcinoma (PTC) preoperatively. We performed retrospective evaluations of 133 patients with pathologically confirmed PTC, who were assigned to the training cohort and validation cohort (7 : 3), and extracted radiomics features from the preoperative US, T2-weighted (T2WI),diffusion-weighted (DWI), and contrast-enhanced T1-weighted (CE-T1WI) images. Optimal subsets were selected using minimum redundancy, maximum relevance, and recursive feature elimination in the support vector machine (SVM). For LNM prediction, the radiomics model was constructed by SVM, and Multi-Omics Graph cOnvolutional NETworks (MOGONET) was used for the effective classification of multiradiomics data. Multivariable logistic regression incorporating multiradiomics signatures and clinical risk factors was used to generate a nomogram, whose performance and clinical utility were assessed. Results showed that the nine most predictive features were separately selected from US, T2WI, DWI, and CE-T1WI images, and 18 features were selected in the combined model. The combined radiomics model showed better performance than models based on US, T2WI, DWI, and CE-T1WI. In a comparison of the combined radiomics and MOGONET model, receiver operating curve analysis showed that the area under the curve (AUC) value (95% CI) was 0.84 (0.76-0.93) and 0.84 (0.71-0.96) for the MOGONET model in the training and validation cohorts, respectively. The corresponding values (95% CI) for the combined radiomics model were 0.82 (0.74-0.90) and 0.77 (0.61-0.94), respectively. The MOGONET model had better performance and better prediction specificity compared with the combined radiomics model. The nomogram including the MOGONET signature showed a better predictive value (AUC: 0.81 vs. 0.88) in the training and validation (AUC: 0.74vs. 0.87) cohorts, as compared with the clinical model. Calibration curves showed good agreement in both cohorts. The applicability of the clinical multimodal radiomics (CMR) nomogram in clinical settings was validated by decision curve analysis. In patients with PTC, the CMR nomogram could improve the prediction of cervical LNM preoperatively and may be helpful in clinical decision-making.

9.
Front Public Health ; 11: 1125306, 2023.
Article in English | MEDLINE | ID: mdl-36844847

ABSTRACT

Background: Leptospirosis is a widespread zoonotic disease caused by pathogenic Leptospira spp. The treatment of penicillin or tetracycline can cause a Jarisch-Herxheimer reaction (JHR), which can lead to acute respiratory distress syndrome (ARDS) and multi-organ failure in severe cases. The overall course of evolution and imaging features of a JHR exacerbation of leptospirosis have rarely been reported. Case presentation: We present a case of leptospirosis complicated by pulmonary alveolar hemorrhage and a Jarisch-Herxheimer reaction (JHR) that required respiratory and vasopressor support. This case demonstrates a well-defined course of evolution of JHR and the imaging features. Conclusions: Leptospirosis is easily misdiagnosed in some sporadic areas, and JHR complicates its management. Early diagnosis and appropriate treatment can reduce the mortality of severe leptospirosis with JHR.


Subject(s)
Leptospirosis , Respiratory Insufficiency , Humans , Leptospirosis/complications , Leptospirosis/diagnosis , Leptospirosis/drug therapy , Penicillins/adverse effects , Anti-Bacterial Agents/adverse effects , Tetracycline , Respiratory Insufficiency/etiology
11.
J Multidiscip Healthc ; 16: 1-10, 2023.
Article in English | MEDLINE | ID: mdl-36636144

ABSTRACT

Purpose: BRAF V600E mutation can compensate for the low detection rate by fine-needle aspiration (FNA) and is related to aggressiveness and lymph node metastasis. This study aimed to investigate the relationship between texture analysis features based on magnetic resonance imaging (MRI) and mutations. Methods: Retrospective analysis was performed on patients with postoperative pathology confirmed papillary thyroid carcinoma (PTC) from 2017 to 2021. One thousand one hundred and thirty-two texture features were extracted from T2-weighted imaging (T2WI) and contrast-enhanced T1-weighted imaging (CE-T1WI) separately by outlining the tumor volume of interest (VOI). Univariate, minimum redundancy maximum relevance (mRMR), and multivariate analyses were used for feature selection to construct 3 models (T2WI, CE-T1WI, and combined model) to predict mutation. The reproducibility between observers was evaluated by intraclass correlation coefficient (ICC). Receiver operating characteristic (ROC) analysis was used to assess the performance of models. The diagnostic performance of the optimal cut-off value of models were calculated and validated by 10-fold cross-validation. Results: A total of 80 PTCs (22 BRAF V600E wild-type and 58 BRAF V600E mutant) were included in our study. Good interobserver agreement was found on texture features we selected (all ICCs >0.75). The area under the ROC curves (AUCs) for the T2WI model, CE-T1WI model, and combined model were 0.83 (95% CI: 0.75-0.91), 0.83 (95% CI: 0.73-0.90), and 0.88 (95% CI: 0.81-0.94), respectively. The accuracy, sensitivity, specificity, PPV, and NPV were 0.776, 0.679, 0.905, 0.905, and 0.679 for the T2WI model at a cut-off value of 0.674; 0.755, 0.750, 0.762, 0.808, and 0.696 for the CE-T1WI model at a cut-off value of 0.573; 0.816, 0.893, 0.714, 0.806, and 0.833 for the combined model at a cut-off value of 0.420. Conclusion: MRI-based texture analysis could be a potential method for predicting BRAF V600E mutation in PTC preoperatively.

12.
Zhonghua Nan Ke Xue ; 29(3): 195-201, 2023 Mar.
Article in Chinese | MEDLINE | ID: mdl-38597699

ABSTRACT

OBJECTIVE: To investigate the effects of different concentrations of Rauwolfia extract (RE) on the proliferation of prostate cells in the rat model of benign prostatic hyperplasia (BPH). METHODS: We randomly divided 48 male SD rats into six groups of an equal number, BPH model control, finasteride, low-concentration RE, medium-concentration RE, high-concentration RE and normal control, and established a BPH model in the former five groups by subcutaneous injection of testosterone propionate following castration. We treated the rats of the finasteride and RE groups intragastrically with finasteride solution at 5 mg/kg and RE at 5, 10 and 20 mg/kg respectively, and those of the model control and normal control groups with an equal dose of normal saline, all once a day for 28 consecutive days. Then, we killed all the animals, collected their prostate tissue, obtained the wet weight and volume of the prostate, the prostate index and the contents of serum T and dihydrotestosterone (DHT), observed the morphological changes of the prostate tissue by HE staining, counted the glands in the prostate tissue, measured the intraglandular area, and determined the expressions of PCNA and α-SMA by immunohistochemistry. RESULTS: Compared with the rats of the normal control group, the BPH model controls showed significantly increased wet weight (ï¼»0.923 ± 0.15ï¼½ vs ï¼»1.455 ± 0.52ï¼½ g, P < 0.05), volume (ï¼»1.035 ± 0.29ï¼½ vs ï¼»1.687 ± 0.31ï¼½ ml, P < 0.05) and index of the prostate (ï¼»0.23 ± 0.04ï¼½% vs ï¼»0.37 ± 0.15ï¼½%, P < 0.05), dilation, hyperemia and edema of the prostatic stroma and vessels, and proliferation rate of the prostatic cells, but remarkably decreased number of glands (ï¼»20.35 ± 3.83ï¼½ vs ï¼»12.56 ± 2.58ï¼½, P < 0.05), epithelial thickness (ï¼»39.76 ± 5.20ï¼½ vs ï¼»19.52 ± 1.52ï¼½ µm, P < 0.05) and intraglandular area (ï¼»12.3 ± 1.21ï¼½ vs ï¼»5.96 ± 0.34ï¼½ ×103µm2, P < 0.05). In comparison with the BPH model controls, the animals treated with RE, especially in the high-concentration RE group, exhibited marked decreases in the weight (ï¼»1.455 ± 0.52ï¼½ vs ï¼»0.862 ± 0.31ï¼½ g, P < 0.05), volume ( ï¼»1.687 ± 0.31ï¼½ vs ï¼»0.952 ± 0.28ï¼½ ml, P < 0.05) and index of the prostate (ï¼»0.37 ± 0.15ï¼½% vs ï¼»0.22 ± 0.07ï¼½%, P < 0.05), dramatic improvement in the number of glands (ï¼»12.56 ± 2.58ï¼½ vs ï¼»18.36 ± 1.25ï¼½, P < 0.05), epithelial thickness (ï¼»39.76 ± 5.20ï¼½ vs ï¼»19.04 ± 3.89ï¼½ µm, P < 0.05) and intraglandular area (ï¼»5.96 ± 0.34ï¼½ vs ï¼»10.25 ± 0.98ï¼½ ×103µm2, P<0.05ï¼½, P < 0.05), remarkable down-regulation of the expressions of PCNA and α-SMA, and significant reduction of the contents of serum T (ï¼»19.147 ± 3.214ï¼½ vs ï¼»6.016 ± 1.978ï¼½ ng/ml, P < 0.05) and DHT (ï¼»9.052 ± 0.633ï¼½ vs ï¼»2.532 ± 0.386ï¼½ ng/ml, P < 0.05). CONCLUSION: Rauwolfia extract can inhibit the proliferation of prostate cells and relieve BPH symptoms in a concentration-dependent manner in rats with BPH.


Subject(s)
Alkaloids , Prostatic Hyperplasia , Rauwolfia , Humans , Rats , Male , Animals , Prostate/metabolism , Prostatic Hyperplasia/metabolism , Finasteride/pharmacology , Rauwolfia/metabolism , Plant Extracts/pharmacology , Plant Extracts/therapeutic use , Proliferating Cell Nuclear Antigen/metabolism , Rats, Sprague-Dawley , Alkaloids/therapeutic use , Dihydrotestosterone , Cell Proliferation , Testosterone
13.
Psychiatry Investig ; 20(12): 1168-1176, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38163656

ABSTRACT

OBJECTIVE: Schizophrenia is a complex and devastating psychiatric disorder with a strong genetic background. However, much uncertainty still exists about the role of genetic susceptibility in the pathophysiology of schizophrenia. TEA domain transcription factor 1 (TEAD1) is a transcription factor associated with neurodevelopment and has modulating effects on various nervous system diseases. In the current study, we performed a case-control association study in a Northeast Chinese Han population to explore the characteristics of pathogenic TEAD1 polymorphisms and potential association with schizophrenia. METHODS: We recruited a total of 721 schizophrenia patients and 1,195 healthy controls in this study. The 9 single nucleotide polymorphisms (SNPs) in the gene region of TEAD1 were selected and genotyped. RESULTS: The genetic association analyses showed that five SNPs (rs12289262, rs6485989, rs4415740, rs7113256, and rs1866709) were significantly different between schizophrenia patients and healthy controls in allele or/and genotype frequencies. After Bonferroni correction, the association of three SNPs (rs4415740, rs7113256, and rs1866709) with schizophrenia were still evident. Haplotype analysis revealed that two strong linkage disequilibrium blocks (rs6485989-rs4415740-rs7113256 and rs16911710-rs12364619-rs1866709) were globally associated with schizophrenia. Four haplotypes (C-C-C and T-T-T, rs6485989-rs4415740-rs7113256; G-T-A and G-T-G, rs16911710-rs12364619-rs1866709) were significantly different between schizophrenia patients and healthy controls. CONCLUSION: The current findings indicated that the human TEAD1 gene has a genetic association with schizophrenia in the Chinese Han population and may act as a susceptibility gene for schizophrenia.

14.
Int J Nurs Stud ; 135: 104341, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36084529

ABSTRACT

BACKGROUND: Peripherally inserted central catheters have been extensively applied in clinical practices. However, they are associated with an increased risk of thrombosis. To improve patient care, it is critical to timely identify patients at risk of developing peripherally inserted central catheter-related thrombosis. Artificial neural networks have been successfully used in many areas of clinical events prediction and affected clinical decisions and practice. OBJECTIVE: To develop and validate a novel clinical model based on artificial neural network for predicting peripherally inserted central catheter-related thrombosis in breast cancer patients who underwent chemotherapy and determine whether it may improve the prediction performance compared with the logistic regression model. DESIGN: A prospective cohort study. SETTING: A large general hospital in Fujian Province, China. PARTICIPANTS: One thousand eight hundred and forty-four breast cancer patients with peripherally inserted central catheters placement for chemotherapy were eligible for the study. METHODS: The dataset was divided into a training set (N = 1497) and an independent validation set (N = 347). The synthetic minority oversampling technique (SMOTE) was used to handle the effect of imbalance class. Both the artificial neural network and logistic regression models were then developed on the training set with and without SMOTE, respectively. The performance of each model was evaluated on the validation set using accuracy, sensitivity, specificity, and area under the receiver operating characteristic curve (AUC). RESULTS: Of the 1844 enrolled patients, 256 (13.9%) were diagnosed with peripherally inserted central catheter-related thrombosis. Predictive models were constructed in the training set and assessed in the validation set. Eight factors were selected as input variables to develop the artificial neural network model. Without SMOTE, the artificial neural network model (AUC = 0.725) outperformed the logistic regression model (AUC = 0.670, p = 0.039). SMOTE improved the performance of both two models based on AUC. With the SMOTE sampling, the artificial neural network model performed the best across all evaluated models, the AUC value remained statistically better than that of the logistic regression model (0.742 vs. 0.675, p = 0.004). CONCLUSION: Artificial neural network model can effectively predict peripherally inserted central catheter-related thrombosis in breast cancer patients receiving chemotherapy. Identifying high-risk groups with peripherally inserted central catheter-related thrombosis can provide close monitoring and an opportune time for intervention.


Subject(s)
Breast Neoplasms , Catheterization, Central Venous , Central Venous Catheters , Neural Networks, Computer , Thrombosis , Breast Neoplasms/drug therapy , Catheterization, Central Venous/adverse effects , Catheterization, Peripheral/adverse effects , Catheters , Female , Humans , Prospective Studies , Risk Factors , Thrombosis/etiology
15.
Infect Drug Resist ; 15: 5449-5454, 2022.
Article in English | MEDLINE | ID: mdl-36128436

ABSTRACT

Linezolid-induced black hairy tongue is a self-limiting benign disease that is rare. Here, we report three patients who developed black hairy tongue after linezolid treatment. The severe dysbiosis of oral bacterial communities was observed in all these patients. Proteobacteria was the most prevalent phylum (over 90%) at the black tongue stage. Furthermore, the dramatic oral bacterial alteration took a long time to reverse after the BHT resolved.

16.
Front Pharmacol ; 13: 891336, 2022.
Article in English | MEDLINE | ID: mdl-35571077

ABSTRACT

Aims: We aimed to estimate the risk of drug-induced liver injury (DILI) from various antifungal treatments with azoles and echinocandins causing in real-world practice. Methods: We performed disproportionality and Bayesian analyses based on data from the first quarter in 2004 to the third quarter in 2021 in the Food and Drug Administration Adverse Event Reporting System to characterize the signal differences of antifungal drugs-related DILI. We also compared the onset time and mortality differences of different antifungal agents. Results: A total of 2943 antifungal drugs-related DILI were identified. Affected patients tended to be aged >45 years (51.38%), with more males than females (49.03% vs. 38.09%). Antifungal drug-induced liver injury is most commonly reported with voriconazole (32.45%), fluconazole (19.37%), and itraconazole (14.51%). Almost all antifungal drugs were shown to be associated with DILI under disproportionality and Bayesian analyses. The intraclass analysis of correlation between different antifungal agents and DILI showed the following ranking: caspofungin (ROR = 6.12; 95%CI: 5.36-6.98) > anidulafungin (5.15; 3.69-7.18) > itraconazole (5.06; 4.58-5.60) > voriconazole (4.58; 4.29-4.90) > micafungin (4.53; 3.89-5.27) > posaconazole (3.99; 3.47-4.59) > fluconazole (3.19; 2.93-3.47) > ketoconazole (2.28; 1.96-2.64). The onset time of DILI was significantly different among different antifungal drugs (p < 0.0001), and anidulafungin result in the highest mortality rate (50.00%), while ketoconazole has the lowest mortality rate (9.60%). Conclusion: Based on the Food and Drug Administration Adverse Event Reporting System database, antifungal drugs are significantly associated with DILI, and itraconazole and voriconazole had the greatest risk of liver injury. Due to indication bias, more clinical studies are needed to confirm the safety of echinocandins.

17.
Front Pharmacol ; 13: 872854, 2022.
Article in English | MEDLINE | ID: mdl-35571089

ABSTRACT

Background: Stevens-Johnson syndrome (SJS) has been reported as a serious adverse effect in patients treated with vancomycin or linezolid, and there is currently a lack of real-world studies comparing specific differences in adverse effects of SJS. Methods: According to the FDA's Adverse Event Reporting System (FAERS), from January 2004 to July 2021, the data of suspected SJS after the use of vancomycin and linezolid were analyzed by imbalance and Bayesian analysis. The onset time, fatality rate and hospitalization rate of vancomycin-associated SJS and linezolid-associated SJS were also investigated. Results: 276 cases of vancomycin-related SJS reports and 63 cases of linezolid-related SJS reports were identified. These two drugs are more common in middle-aged patients (45-64 years) than other age groups, and less common in underage children (<18). Among them, linezolid-related SJS is more common in middle-aged and elderly patients (45-74 years old) than other groups. Except for unspecified data, in vancomycin-associated SJS cases, there are more men than women (49.28% vs 43.84%), while in linezolid-associated SJS cases, the proportion of men and women is almost equal (44.44%). From the point of view of the areas where adverse reactions were reported, about 1/2 of the reports on Vancomycin-related SJS came from North America, and 1/3 of the reports came from Europe. The median onset time of Linezolid-related SJS was 5 days (interquartile range [IQR] 2-7.75), which was significantly earlier than that of Vancomycin-related SJS (12 days, IQR 4-20) (Mann-Whitney test, p < 0.0001). There were no significant differences in mortality and hospitalization rates after vancomycin and linezolid caused SJS. Conclusion: The analysis of faers data provides a comprehensive overview of the adverse reactions of SJS caused by the use of vancomycin and linezolid, and can warn clinical workers to timely intervene and continuously monitor the patients at risk of SJS when using such drugs.

18.
Front Oncol ; 12: 677803, 2022.
Article in English | MEDLINE | ID: mdl-35558514

ABSTRACT

Objective: The objective of this study is to develop a radiomics nomogram for the presurgical distinction of benign and malignant round-like solid tumors. Methods: This retrospective trial enrolled patients with round-like tumors who had received preoperative digital mammography (DM) no sooner than 20 days prior to surgery. Breast tumors were segmented manually on DM images in order to extract radiomic features. Four machine learning classification models were constructed, and their corresponding areas under the receiver operating characteristic (ROC) curves (AUCs) for differential tumor diagnosis were calculated. The optimal classifier was then selected for the validation set. After this, predictive machine learning models that employed radiomic features and/or patient features were applied for tumor assessment. The models' AUC, accuracy, negative (NPV) and positive (PPV) predictive values, sensitivity, and specificity were then derived. Results: In total 129 cases with benign and malignant tumors confirmed by pathological analysis were enrolled in the study, including 91 and 38 in the training and test sets, respectively. The DM images yielded 1,370 features per patient. For the machine learning models, the Least Absolute Shrinkage and Selection Operator for Gradient Boosting Classifier turned out to be the optimal classifier (AUC=0.87, 95% CI 0.76-0.99), and ROC curves for the radiomics nomogram and the DM-only model were statistically different (P<0.001). The radiomics nomogram achieved an AUC of 0.90 (95% CI 0.80-1.00) in the test cohort and was statistically higher than the DM-based model (AUC=0.67, 95% CI 0.51-0.84). The radiomics nomogram was highly efficient in detecting malignancy, with accuracy, sensitivity, specificity, PPV, and NPV in the validation set of 0.868, 0.950, 0.778, 0.826, and 0.933, respectively. Conclusions: This radiomics nomogram that combines radiomics signatures and clinical characteristics represents a noninvasive, cost-efficient presurgical prediction technique.

19.
Infect Drug Resist ; 15: 2633-2638, 2022.
Article in English | MEDLINE | ID: mdl-35634580

ABSTRACT

Tuberculous aortitis (TA) is a rare disease with a high mortality rate. Aortic pseudoaneurysm is the most common vascular pattern of TA, and isolated arterial wall thickening and arterial stenosis can also be seen in TA. We report two cases of disseminated tuberculosis involving the aorta with clinical improvement after treatment. One patient who had an aortic ulcer and intermural hematoma received anti-tuberculosis along with steroids therapy. The other patient, who developed a tubercular abdominal aortic pseudoaneurysm during anti-tuberculosis therapy, successfully received endovascular stent implantation. Clinicians should be aware that TA should be considered in patients with aortitis and active tuberculosis.

20.
Int J Infect Dis ; 122: 46-62, 2022 Sep.
Article in English | MEDLINE | ID: mdl-35577247

ABSTRACT

OBJECTIVES: To track the prevalence trends of latent tuberculosis infection (LTBI) at the global, regional, and national levels. METHODS: Data on the prevalence of LTBI were extracted from the Global Burden of Disease database. The average annual percent change (AAPC) was estimated by joinpoint regression and was used to evaluate the epidemic of the disease. RESULTS: Globally, the prevalence rate of LTBI decreased from 30.66% in 1990 to 23.67% in 2019, with an AAPC of -0.9%. The prevalence rate of LTBI varied from 5.02% (Jordan) to 48.35% (Uganda) in 1990 and from 2.51% (Jordan) to 43.75% (Vietnam) in 2019 at the country level. The prevalence decreased in all the six World Health Organization (WHO) regions and in most countries, with the AAPC ranging from -0.5% in the Western Pacific Region to -2.1% in the European Region and from -4.3% (Bhutan) to -0.1% (Malaysia, Myanmar, South Africa, Tokelau, and Vietnam), respectively. Disparities were also observed among different sex and age groups. CONCLUSION: The prevalence of LTBI decreased slightly worldwide in the last three decades, but the decrease is slow and not sufficient to meet the targets of WHO tuberculosis elimination. Much more effort and progress should be made in order to decrease the prevalence of LTBI.


Subject(s)
Latent Tuberculosis , Tuberculosis , Humans , Latent Tuberculosis/epidemiology , Prevalence , South Africa , Tuberculosis/epidemiology , World Health Organization
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