The recently developed direct-on-target microdroplet growth assay (DOT-MGA) allows rapid universal antimicrobial susceptibility testing (AST) using matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS). Here, we investigated a direct application of this method on positive blood cultures (BCs) for the acceleration of sepsis diagnostics. Blood samples spiked with meropenem-nonsusceptible and meropenem-susceptible isolates were inoculated into Bactec Plus Aerobic/F bottles and incubated in the Bactec automated system. Positive-BC broth was processed using four different methods, filtration/dilution, dilution, lysis/centrifugation, and differential centrifugation. For both dilution-based methods, AST was performed from 1:100, 1:1,000, and 1:10,000 dilutions of positive-BC broth in cation-adjusted Mueller-Hinton broth (CA-MHB). For both centrifugation-based methods, a 0.5 McFarland standard turbidity suspension was prepared from a bacterial pellet and adjusted to a final inoculum of 5 × 10 CFU/ml in CA-MHB. Six-microliter microdroplets with or without meropenem at the breakpoint concentration were spotted in triplicate onto a MALDI-TOF MS target, followed by incubation in a humidity chamber for 3 or 4 h and subsequent broth removal. Spectra were evaluated by MALDI Biotyper software. The test was considered valid if the growth control without antibiotic achieved an identification score of ≥1.7. For samples with meropenem, successful identification (score, ≥1.7) was interpreted as a nonsusceptible result, whereas failed identification (score, <1.7) defined susceptibility. The best test performance was achieved with the lysis/centrifugation method after a 4-h incubation. At this time point, 96.3% validity, 91.7% sensitivity, and 100% specificity were reached. This study demonstrated the feasibility and accuracy of a rapid DOT-MGA from positive BCs. Parallel to susceptibility determination, this method provides simultaneous species identification.
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http://dx.doi.org/10.1128/JCM.00913-18 | DOI Listing |
J Cheminform
January 2025
School of Systems Biomedical Science, Soongsil University, 369 Sangdo-ro, Dongjak-gu, 06978, Seoul, Republic of Korea.
G protein-coupled receptors (GPCRs) play vital roles in various physiological processes, making them attractive drug discovery targets. Meanwhile, deep learning techniques have revolutionized drug discovery by facilitating efficient tools for expediting the identification and optimization of ligands. However, existing models for the GPCRs often focus on single-target or a small subset of GPCRs or employ binary classification, constraining their applicability for high throughput virtual screening.
View Article and Find Full Text PDFScand J Trauma Resusc Emerg Med
January 2025
Department of Emergency Medicine, Lausanne University Hospital and University of Lausanne, 21 Rue du Bugnon, BH 09, 1011, Lausanne, Switzerland.
Background: The Abbreviated Injury Scale (AIS) and Injury Severity Score (ISS) grade the severity of injuries and are useful for trauma audit and benchmarking. However, AIS coding is complex and requires specifically trained staff. A simple yet reliable scoring system is needed.
View Article and Find Full Text PDFBMC Pediatr
January 2025
Institute of Pediatric Endocrinology, Dana Dwek Children's Hospital, Tel Aviv Sourasky Medical Center, 6 Weizmann Street, 6423906, Tel Aviv, Israel.
Background: The diagnosis of depression or anxiety treated by SSRIs has become relatively common in women of childbearing age. However, the impact of gestational SSRI treatment on newborn thyroid function is lacking. We explored the impact of gestational SSRI treatment on newborn thyroid function as measured by the National Newborn Screening (NBS) Program and identified contributory factors.
View Article and Find Full Text PDFInsights Imaging
January 2025
Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China.
Objectives: To develop and validate radiomics and deep learning models based on contrast-enhanced MRI (CE-MRI) for differentiating dual-phenotype hepatocellular carcinoma (DPHCC) from HCC and intrahepatic cholangiocarcinoma (ICC).
Methods: Our study consisted of 381 patients from four centers with 138 HCCs, 122 DPHCCs, and 121 ICCs (244 for training and 62 for internal tests, centers 1 and 2; 75 for external tests, centers 3 and 4). Radiomics, deep transfer learning (DTL), and fusion models based on CE-MRI were established for differential diagnosis, respectively, and their diagnostic performances were compared using the confusion matrix and area under the receiver operating characteristic (ROC) curve (AUC).
Int J Impot Res
January 2025
Department of Urology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA.
Prostate cancer treatment-related erectile dysfunction and stress urinary incontinence are commonly treated with inflatable penile prosthesis (IPP) or artificial urinary sphincter (AUS). Given the association with androgens and penile/urethral health, we aim to evaluate whether patients on androgen deprivation therapy (ADT) undergoing IPP or AUS surgery are at increased risk for reintervention, complication, or infection. We queried the TriNetX database for adult males receiving IPP or AUS.
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