The diagnosis of tuberculous meningitis: advancements in new technologies and machine learning algorithms.

Tuberculous meningitis (TBM) poses a diagnostic challenge, particularly impacting vulnerable populations such as infants and those with untreated HIV. Given the diagnostic intricacies of TBM, there's a pressing need for rapid and reliable diagnostic tools. This review scrutinizes the efficacy of up-and-coming technologies like machine learning in transforming TBM diagnostics and management. Advanced diagnostic technologies like targeted gene sequencing, real-time polymerase chain reaction (RT-PCR), miRNA assays, and metagenomic next-generation sequencing (mNGS) offer promising avenues for early TBM detection. The capabilities of these technologies are further augmented when paired with mass spectrometry, metabolomics, and proteomics, enriching the pool of disease-specific biomarkers. Machine learning algorithms, adept at sifting through voluminous datasets like medical imaging, genomic profiles, and patient histories, are increasingly revealing nuanced disease pathways, thereby elevating diagnostic accuracy and guiding treatment strategies. While these burgeoning technologies offer hope for more precise TBM diagnosis, hurdles remain in terms of their clinical implementation. Future endeavors should zero in on the validation of these tools through prospective studies, critically evaluating their limitations, and outlining protocols for seamless incorporation into established healthcare frameworks. Through this review, we aim to present an exhaustive snapshot of emerging diagnostic modalities in TBM, the current standing of machine learning in meningitis diagnostics, and the challenges and future prospects of converging these domains.

Evaluation of Different Blood Culture Bottles for the Diagnosis of Bloodstream Infections in Patients with HIV.

INTRODUCTION: Bloodstream infection (BSI) is a significant factor contributing to hospitalization and high mortality rates among human immunodeficiency virus(HIV)-positive patients. Therefore, the timely detection of this condition is of utmost importance. Blood culture is considered the gold standard for diagnosing BSIs. Currently, BD BACTEC™ Plus Aerobic/F culture bottles and the BD BACTEC™ Myco/F Lytic culture bottles can be used for blood culture. This study aimed to evaluate the efficacy of two different types of culture bottles in diagnosing BSIs in patients with HIV. METHODS: A retrospective analysis was conducted on HIV-positive patients hospitalized in the Infection Department of Wenzhou Central Hospital between July 2019 and October 2021. A total of 246 pairs of blood samples were included, consisting of an aerobic culture vial and a Myco/F culture vial. Blood culture results and clinical diagnosis were utilized to identify the presence of BSI. RESULTS: Out of 246 cases, 84 cases had positive blood cultures. Fungal BSIs, particularly Talaromyces marneffei BSIs, were the most prevalent among patients with HIV. The positive rate of Myco/F culture bottles (89.29%) was significantly higher compared with aerobic culture bottles (69.05%; P = 0.001). In the diagnosis of fungal BSIs, the positive rate of Myco/F culture bottles was 88.57%, which was significantly higher than that of aerobic culture bottles (72.86%; P = 0.018). The Myco/F culture bottle has more advantages in diagnosing Talaromyces marneffei BSIs (P=0.028). In addition, mycobacteria were exclusively detected in Myco/F culture bottles. CONCLUSIONS: Fungal BSIs are the predominant type of infections in HIV-positive patients. Myco/F culture bottles exhibit noteworthy attributes of high positive rate in diagnosing HIV combined with BSI. These advantages are conducive to obtaining accurate culture results and minimizing missed diagnoses.

Harnessing gradient gelatin nanocomposite hydrogels: a progressive approach to tackling antibacterial biofilms.

Infectious wounds pose significant challenges due to their susceptibility to bacterial infections, hindering tissue repair. This study introduces gradient gelatin nanocomposite hydrogels for wound healing and antibacterial biofilm management. These hydrogels, synthesized via UV light polymerization, incorporate copper-doped polydopamine nanoparticles (PDA-Cu) and GelMA (gelatin methacrylate). The hydrogels have a unique structure with a porous upper layer and a denser lower layer, ensuring superior swelling (over than 600%) and effective contact with bacterial biofilms. In vitro experiments demonstrate their remarkable antibacterial properties, inhibiting S. aureus and E. coli biofilms by over 45% and 53%, respectively. This antibacterial action is attributed to the regulation of reactive oxygen species (ROS) production, an alternative mechanism to bacterial cell wall disruption. Moreover, the hydrogels exhibit high biocompatibility with mammalian cells, making them suitable for medical applications. In vivo evaluation in a rat wound infection model shows that the gradient hydrogel treatment effectively controls bacterial biofilm infections and accelerates wound healing. The treated wounds have smaller infected areas and reduced bacterial colony counts. Histological analysis reveals reduced inflammation and enhanced granulation tissue formation in treated wounds, highlighting the therapeutic potential of these gradient nanocomposite hydrogels. In summary, gradient gelatin nanocomposite hydrogels offer promising multifunctional capabilities for wound healing and biofilm-related infections, paving the way for innovative medical dressings with enhanced antibacterial properties and biocompatibility.

Resveratrol attenuates efavirenz-induced hepatic steatosis and hypercholesterolemia in mice by inhibiting pregnane X receptor activation and decreasing inflammation.

Efavirenz (EFV), a widely prescribed antiviral medication, has been implicated in dyslipidemia and can activate the pregnane X receptor (PXR), leading to hepatic steatosis and hypercholesterolemia in mice. Resveratrol (RES) can ameliorate hepatic steatosis and functions as a partial PXR agonist, capable of mitigating PXR expression induced by other PXR agonists. Therefore, we hypothesized that RES could attenuate EFV-induced hepatic steatosis and hypercholesterolemia by downregulating PXR expression and suppressing inflammatory cytokine production. Here, we conducted an in vivo study involving 6-week-old male mice, which were divided into 4 groups for a 7-day intervention: control (carrier solution), EFV (80 mg/kg), RES (50 mg/kg), and RES + EFV groups. Serum and hepatic tissue samples were collected to assess cholesterol and triglyceride concentrations. Hepatic lipid accumulation was evaluated through hematoxylin-eosin and oil red O staining. Polymerase chain reaction and western blot were performed to quantify hepatic inflammatory factors, lipogenic gene, and PXR expression. Our results indicated that hepatic lipid droplet accumulation was reduced in the RES + EFV group compared with the EFV group. Similarly, the expressions of hepatic inflammatory factors were attenuated in the RES + EFV group relative to the EFV group. Furthermore, RES counteracted the upregulation of hepatic lipid-metabolizing enzymes induced by EFV at both the transcriptional and protein levels. Importantly, PXR expression was downregulated in the RES + EFV group compared with the EFV group. Conclusively, our findings suggest that RES effectively mitigates EFV-induced hepatic steatosis and hypercholesterolemia by inhibiting PXR activation and decreasing inflammation.

Concurrence of Talaromycosis and Kaposi Sarcoma in an HIV-Infected Patient: A Case Report.

BACKGROUND: Concurrence of talaromycosis, an infection caused by the opportunistic fungal pathogen Talaromyces marneffei and Kaposi sarcoma, a common vascular tumor, is a rare but severe medical condition in patients infected with the human immunodeficiency virus (HIV). Despite poor outcomes, the clinical characteristics and management strategies for HIV-infected patients with comorbid Kaposi sarcoma and talaromycosis have not been well documented. CASE PRESENTATION: A 33-year-old HIV-positive male patient presented to the Department of Infectious Diseases at Wenzhou Central Hospital with cough, sputum expectoration, hemoptysis, rashes on the feet and violaceous plaques in the oral cavity. Chest computed tomography (CT) showed bilateral nodules, patchy shadows and lymphadenectasis. Skin biopsy and histopathological examination indicated Kaposi sarcoma. T. marneffei was isolated from blood cultures and suggested talaromycosis. The patient's overall conditions significantly improved following initiation of combination antiretroviral therapy (cART) and chemotherapy for Kaposi sarcoma and antifungal treatment for talaromycosis. CONCLUSION: Severe medical conditions such as Kaposi sarcoma and talaromycosis may coexist in HIV-infected patients and pose an increased risk of mortality. Etiological diagnosis and treatment are the keys to the successful management of HIV-infected patients with these concurrent conditions.