LC-AMP-I1, a novel venom-derived antimicrobial peptide from the wolf spider
Antibiotic resistance has become a critical concern in recent years, and antimicrobial peptides may function as innovative antibacterial agents to address this issue. In this work, we identified a novel antimicrobial peptide, LC-AMP-I1, derived from the venom of , demonstrating substantial antibacterial properties and minimal hemolytic activity. LC-AMP-I1 was subjected to additional assessment for antibacterial efficacy, anti-biofilm properties, drug resistance, stability, and cytotoxicity . It exhibited comparable antibacterial efficacy to melittin against six common clinical multidrug-resistant bacteria, effectively inhibiting biofilm formation and disrupting established biofilms. Additionally, LC-AMP-I1 demonstrated minimal bacterial resistance, excellent stability, negligible mammalian cell toxicity, low hemolytic activity, and appropriate selectivity for both normal and tumor cells. When combined with traditional antibiotics, LC-AMP-I1 exhibited additive or synergistic therapeutic effects. In a neutropenic mouse thigh infection model, LC-AMP-I1 exhibited a therapeutic effect in inhibiting bacterial proliferation . The mechanistic investigation indicated that LC-AMP-I1 could influence bacterial cell membrane permeability at low concentrations and directly disrupt structure-function at high concentrations. The results of this work indicate that LC-AMP-I1 may function as a viable alternative to traditional antibiotics in addressing multidrug-resistant bacteria.
Geo-classification of drug-resistant travel-associated using and gene sequences (USA, 2018-2021)
Travel-related malaria is regularly encountered in the United States, and the U.S. Centers for Disease Control and Prevention (CDC) characterizes drug-resistance genotypes routinely for travel-related cases. An important aspect of antimalarial drug resistance is understanding its geographic distribution. However, specimens submitted to CDC laboratories may have missing, incomplete, or inaccurate travel data. To complement genotyping for drug-resistance markers , , , , , and at CDC, amplicons of and are also sequenced as markers of geographic origin. Here, a bi-allele likelihood (BALK) classifier was trained using and sequences from published genomes of known geographic origin to classify clinical genotypes to a continent. Among -positive blood samples received at CDC for drug-resistance genotyping from 2018 to 2021 ( = 380), 240 included a travel history with the submission materials, though 6 were excluded due to low sequence quality. Classifications obtained for the remaining 234 were compared to their travel histories. Classification results were over 96% congruent with reported travel for clinical samples, and with collection sites for field isolates. Among travel-related samples, only two incongruent results occurred; a specimen submitted citing Costa Rican travel classified to Africa, and a specimen with travel referencing Sierra Leone classified to Asia. Subsequently, the classifier was applied to specimens with unreported travel histories ( = 140; 5 were excluded due to low sequence quality). For the remaining 135 samples, geographic classification data were paired with results generated using CDC's Malaria Resistance Surveillance (MaRS) protocol, which detects single-nucleotide polymorphisms in and generates haplotypes for , , , , , and . Given the importance of understanding the geographic distribution of antimalarial drug resistance, this work will complement domestic surveillance efforts by expanding knowledge on the geographic origin of drug-resistant entering the USA.
LiaR-dependent gene expression contributes to antimicrobial responses in group A
The ability to sense and respond to host defenses is essential for pathogen survival. Some mechanisms involve two-component systems (TCSs) that respond to host molecules, such as antimicrobial peptides (AMPs), and activate specific gene regulatory pathways to aid in survival. Alongside TCSs, bacteria coordinate cell division proteins, chaperones, cell wall sortases, and secretory translocons at discrete locations within the cytoplasmic membrane, referred to as functional membrane microdomains (FMMs). In group A (GAS), the FMM or "ExPortal" coordinates protein secretion, cell wall synthesis, and sensing of AMP-mediated cell envelope stress the LiaFSR three-component system. Previously, we showed that GAS exposure to a subset of AMPs (α-defensins) activates the LiaFSR system by disrupting LiaF and LiaS co-localization in the ExPortal, leading to increased LiaR phosphorylation, expression of the transcriptional regulator SpxA2, and altered GAS virulence gene expression. The mechanisms by which LiaFSR integrates cell envelope stress with responses to AMP activity and virulence are not fully elucidated. Here, we show the LiaFSR regulon is comprised of genes encoding SpxA2 and three membrane-associated proteins: a PspC domain-containing protein (PCP), the lipoteichoic acid-modifying protein LafB, and the membrane protein insertase YidC2. Our data support that phosphorylated LiaR induces transcription of these genes a conserved operator, whose disruption attenuates GAS virulence and increases susceptibility to AMPs in a manner primarily dependent on differential expression of SpxA2. Our work expands our understanding of the LiaFSR regulatory network in GAS and identifies targets for further investigation of mechanisms of cell envelope stress tolerance contributing to GAS pathogenesis.
Targeted antimicrobial regimens for Gram-negative prosthetic joint infections: a prospective multicenter study
Fluoroquinolones (FQs) are considered the most effective antimicrobial treatment for Gram-negative prosthetic joint infection (GN-PJI). Alternatives are needed due to increasing FQ resistance and side effects. We aimed to compare different targeted antimicrobial strategies for GN-PJI managed by debridement, antibiotics, and implant retention (DAIR) or one-stage revision surgery (1SR) and to review the literature of oral treatment options for GN-PJI. In this prospective, multicenter, registry-based study, all consecutive patients with a PJI caused by a Gram-negative microorganism (including mixed infections with Gram-positive microorganisms), managed with DAIR or 1SR from 2015 to 2020, were included. Minimum follow-up was 1 year. Patients underwent targeted therapy with oral FQ, oral cotrimoxazole, or intravenous or oral β-lactams. Survival analysis was performed with use of Kaplan-Meier and Cox proportional hazards models to identify factors potentially associated with treatment failure. Seventy-four patients who received either FQ ( = 47, 64%), cotrimoxazole ( = 13, 18%), or β-lactams ( = 14, 18%) were included. Surgical strategy consisted of DAIR ( = 72) or 1SR ( = 2). Median follow-up was 449 days (interquartile range 89-738 days). Failure free survival did not differ between the FQ (72%) and cotrimoxazole (92%) groups (log rank, = 0.13). This outcome did not change when excluding all pseudomonal PJI in the FQ group. Cotrimoxazole is a potential effective targeted antimicrobial therapy for patients with GN-PJI. A randomized controlled trial is needed to confirm the findings of this study.
Safety, outcomes, and pharmacokinetics of isavuconazole as a treatment for invasive fungal diseases in pediatric patients: a non-comparative phase 2 trial
Invasive aspergillosis (IA) and mucormycosis (IM) cause significant morbidity and mortality in immunocompromised and/or hospitalized patients. Isavuconazonium sulfate, a prodrug of the antifungal triazole isavuconazole, has been approved for treatment of IA and IM in adults; and was recently approved in children. This study describes the outcomes, safety, and pharmacokinetics of isavuconazole for the treatment of proven, probable, or possible IA or IM in children. In this phase 2, open-label, non-comparative study, patients aged 1 to <18 years with at least possible invasive mold disease were enrolled across 10 centers in the US, Spain, and Belgium from 2019 to 2022. Patients received 10 mg/kg isavuconazonium sulfate daily (maximum 372 mg; equivalent to 5.4 mg/kg or 200 mg isavuconazole) for up to 84 (IA) or 180 days (IM). Outcomes included rates of all-cause case fatality, overall response, treatment-emergent adverse events (TEAEs), and pharmacokinetics. Of 31 patients enrolled, 61.3% were 1-<12 years old; 58.1% had underlying hematologic malignancies. The successful overall response rate at the end of treatment was 54.8%. Day 42 all-cause case fatality was 6.5%; 93.5% experienced TEAEs, and two patients discontinued treatment due to drug-related TEAEs. Dosing at 10 mg/kg (maximum dose: 372 mg) met the pre-defined exposure threshold of above the 25th percentile for the area under the concentration-time curve (≥60 mg·h/L). Simulated doses of 15 mg/kg improved drug exposures in patients aged 1-<3 years. Isavuconazole was well tolerated in children, with exposure consistent with adult studies. Successful response was documented in 54.8% of patients.CLINICAL TRIALSThis study is registered at ClinicalTrials.gov as NCT03816176.
Real-time evaluation of macozinone activity against through bacterial nanomotion analysis
Novel drugs and improved diagnostics for (MTB) are urgently needed and go hand in hand. We evaluated the activity of two benzothiazinone drug candidates (MCZ, PBTZ169; BTZ043) and their main metabolites against MTB using advanced nanomotion technology. The results demonstrated significant reductions in MTB viability within 7 h, indicating the potential for rapid, precise antibiotic susceptibility testing based on a phenotypic read-out in real time. PBTZ169 and H-PBTZ169 achieved 100% separation between the susceptible H37Rv and a resistant mutant strain NTB1. These findings support nanomotion technology's potential for faster antibiotic susceptibility testing of novel MTB drug candidates targeting the DprE1 enzyme that could reduce empirical treatment duration and antibiotic resistance selection pressure due to inaccurate treatments.
Reply to Gatti and Pea, "Are the pharmacokinetic data of meropenem studied in CSF of a mixed population composed of patients with cerebral infections and patients with extracerebral infections really helpful for clinicians treating CNS infections?"
Fidaxomicin resistance in : a systematic review and predictive modeling with RNA polymerase binding sites
Fidaxomicin (FDX), an RNA polymerase (RNAP) inhibitor antibiotic, is a guideline-recommended therapy for infection. Mutations associated with reduced FDX minimum inhibitory concentrations (MICs) have been identified. However, the molecular characterization of these mutations on FDX binding and the development of FDX resistance have not been studied. The purpose of this systematic review was to identify FDX resistance in isolates and determine whether single nucleotide polymorphisms associated with increased FDX MIC aligned with the RNAP binding pocket interacting residues. A systematic literature search was done in PubMed (1991-2023) with identified articles and their bibliographies searched for papers that included genetic mutations and increased FDX MIC. Visualization of FDX-RNAP interactions was performed on Schrödinger Maestro using the publicly available RNAP with fidaxomicin sequence (code 7L7B) on the Protein Data Bank. Seven articles were identified after applying inclusion and exclusion criteria. The most common mutation in clinical and laboratory isolates was at position V1143 of the β subunit, which accounted for approximately 50% of the identified mutations. Most other mutations occurred within the β' subunit of RNAP. Approximately one-third of the identified mutation aligned directly with FDX interacting residues with RNAP (7/20) with most of the remainder occurring within 5 Å of the binding residues. strains with elevated FDX MIC align closely with the known RNAP binding residues. These data demonstrate the potential to identify genomic methods to identify emerging FDX resistance.
Durlobactam to boost the clinical utility of standard of care β-lactams against lung disease
β-Lactams present several desirable pharmacodynamic features leading to the rapid eradication of many bacterial pathogens. Imipenem (IPM) and cefoxitin (FOX) are injectable β-lactams recommended during the intensive treatment phase of pulmonary infections caused by (Mab). However, their potency against Mab is many-fold lower than against Gram-positive and Gram-negative pathogens for which they were optimized, putting into question their clinical utility. Here, we show that adding the recently approved durlobactam-sulbactam (DUR-SUL) pair to either IPM or FOX achieves growth inhibition, bactericidal, and cytolytic activity at concentrations that are within those achieved in patients and below the clinical breakpoints established for each agent. Synergies between DUR-SUL and IPM or FOX were confirmed across a large panel of clinical isolates. Through resistant mutant selection, we also show that adding DUR-SUL abrogates acquired resistance to IPM and FOX. Since the use of β-lactam injectables is firmly grounded in clinical practice during the intensive treatment phase of Mab pulmonary disease, their potentiation by FDA-approved DUR-SUL to bring minimum inhibitory concentration distributions within achievable concentration ranges could offer significant short-term benefits to patients, while novel β-lactam combinations are optimized specifically against Mab pulmonary infections, for which no reliable cure exists.
LDC000067, a CDK9 inhibitor, unveils promising results in suppressing influenza virus infections and
Influenza virus infections continue to pose a significant threat to public health. Current anti-influenza drugs target viral proteins; however, the emergence of resistant strains has hampered their effectiveness. Fortunately, as with most viruses, influenza virus depends on various host factors during its replication cycle and in pathogenicity. Therefore, the manipulation of key host factors for viral replication to combat influenza has garnered increased attention due to its lesser tendency to induce viral mutation. Cyclin-dependent kinases (CDKs) are a family of protein kinases that regulate various cellular processes, including the cell cycle and transcription. While the specific involvement of CDKs in the transcription of influenza virus genes is less extensively studied than their roles in the cell cycle, some evidence suggests their potential contributions as anti-influenza drugs. Here, we report that LDC000067 (LDC), a highly specific CDK9 inhibitor, not only strongly suppressed influenza virus replication and but also emerged as a potential candidate for anti-influenza virus agents. Further investigation revealed that inhibition of CDK9 by LDC treatment and CDK9 silencing disrupts viral RNA transcription and the nuclear import of vRNPs, significantly suppressing influenza virus replication. Mechanistically, we showed that LDC treatment and CDK9 silencing reduce Pol II expressions, a requisite host protein for viral RNA transcription. Altogether, our findings indicate that CDK9 could be a promising target for developing antivirals against influenza virus infections, and LDC, with its strong anti-influenza properties, instills confidence in its potential as an effective anti-influenza agent.
Population pharmacokinetic analyses for sulbactam-durlobactam using Phase 1, 2, and 3 data
Sulbactam-durlobactam is a β-lactam/β-lactamase inhibitor combination approved in the United States for the treatment of hospital-acquired and ventilator-associated bacterial pneumonia caused by susceptible isolates of in adults. A population pharmacokinetic (PK) model of sulbactam-durlobactam in plasma was developed using data from eight Phase 1-3 studies. A total of 432 subjects and 8,100 plasma concentrations were available for the population PK data set. The combined model was a four-compartment (two compartments per drug) model with linear kinetics. Both renal clearance and nonrenal clearance were estimated, and total clearance was calculated as the sum of renal and nonrenal clearance. Individual renal clearances were scaled by baseline creatinine clearance. The sampling-importance-resampling analysis indicated that the parameters were estimated reliably with adequate precision. Hemodialysis (HD) and epithelial lining fluid (ELF) sub-models were developed for each analyte separately. Intermittent HD resulted in an approximately 30% decrease in the daily area under the concentration-time curve (AUC) when HD was started 1 hour after the end of the infusion. Assuming protein binding estimates of 10% and 38% for durlobactam and sulbactam, respectively, ELF penetration ratios were found to be 41.3% for durlobactam and 86.0% for sulbactam. Of the statistically significant covariates of PK identified, which included body weight, body mass index, infection type, and region of origin, renal function was the only clinically relevant covariate. Overall, a robust description of the plasma PK of sulbactam and durlobactam was achieved. The resultant population PK model was expected to be appropriate for model-based simulations and assessment of pharmacokinetic-pharmacodynamic relationships.
Olorofim demonstrates activity against species, including isolates against which fluconazole has reduced activity
We evaluated the activity of olorofim against species. Olorofim demonstrated potent activity against all isolates tested with a minimum inhibitory concentration (MIC) range ≤0.008-0.06 µg/mL and geometric mean MIC of 0.010 µg/mL. This activity was also maintained against isolates with elevated fluconazole MICs (≥16 µg/mL), including strains with MICs ≥32 µg/mL (olorofim MIC range ≤0.008-0.06 µg/mL and geometric mean MICs of ≤0.009 and ≤0.013 µg/mL, respectively).
Insights into antibiotic resistance promoted by quinolone exposure
Quinolone-induced antibiotic resistance (QIAR) refers to the phenomenon by which bacteria exposed to sublethal levels of quinolones acquire resistance to non-quinolone antibiotics. We have explored this in MG1655 using a variety of compounds and bacteria carrying a quinolone-resistance mutation in gyrase, mutations affecting the SOS response, and mutations in error-prone polymerases. The nature of the antibiotic-resistance mutations was determined by whole-genome sequencing. Exposure to low levels of most quinolones tested led to mutations conferring resistance to chloramphenicol, ampicillin, kanamycin, and tetracycline. The mutations included point mutations and deletions and could mostly be correlated with the resistance phenotype. QIAR depended upon DNA gyrase and involved the SOS response but was not dependent on error-prone polymerases. Only moxifloxacin, among the quinolones tested, did not display a significant QIAR effect. We speculate that the lack of QIAR with moxifloxacin may be attributable to it acting via a different mechanism. In addition to the concerns about antimicrobial resistance to quinolones and other compounds, QIAR presents an additional challenge in relation to the usage of quinolone antibacterials.
Efficacy and pharmacological assessment of novel -hydroxypyridinediones as hepatitis B virus ribonuclease H inhibitors
We previously reported -hydroxypyridinedione (HPD) compounds with mid-nanomolar efficacy and selectivity indexes around 300 against hepatitis B virus (HBV) replication. However, they lack pharmacological evaluation. Here, we report anti-HBV efficacy, cytotoxicity, and pharmacological characterization of 29 novel HPDs within seven subgroups. The best two compounds had ECs of 61 and 190 nM and selectivity indexes of 526 and 1,071. Compounds with one halogen on the major R group were most effective and compounds with large ether R groups were most cytotoxic. Compounds were not cytotoxic in primary human hepatocytes. All compounds were freely soluble in pHs reflecting plasma (7.4) and the gastrointestinal tract (5 and 6.5). Almost all highly soluble compounds were passively permeable at pH 5.0 and 7.4. Only 2 of 11 compounds tested were likely to be effluxed by p-glycoprotein. The most potent HPDs inhibited HBV replication over human ribonuclease H1 activity by 10-fold. Four of 19 compounds inhibited CYP2D6 >50%, but their CYP2D6 ICs were >8× higher than their anti-HBV EC. No compound substantially inhibited CYP3A4. Thirteen of 15 compounds had human microsomal half-lives >30 min with medium to low rates of intrinsic clearance. Eleven of 12 compounds bound plasma proteins by ≥80%; however, effects against HBV replication for only one would likely be physiologically relevant. These results identify two lead candidate HPDs with pharmacological characteristics resembling commercially available drugs that are suitable for pharmacological and efficacy studies.
Reply to Boyd et al., "Evidence that remdesivir treatment reduces viral titers in patients with COVID-19"
Evidence that remdesivir treatment reduces viral titers in patients with COVID-19
The extended recovery ring-stage survival assay is a scalable alternative for artemisinin susceptibility phenotyping of fresh isolates
Artemisinin partial resistance (ART-R) has emerged in eastern Africa, necessitating regular surveillance of susceptibility of to artemisinins. The microscopy-based ring-stage survival assay (RSA) provides a laboratory correlate of ART-R but is limited by low throughput and subjectivity of microscopic counts of viable parasites. The extended recovery ring-stage survival assay (eRRSA) replaces microscopy with efficient quantitative PCR (qPCR) readouts but has been studied only with culture-adapted clones. We measured susceptibility to dihydroartemisinin (DHA) after a 6-h incubation with 700-nM DHA, followed by culture without drug, by comparing survival with that of untreated controls by microscopy (the RSA) or qPCR (the eRRSA) and also performed standard growth inhibition (half-maximal inhibitory concentration [IC]) assays for 122 isolates freshly collected in eastern and northern Uganda from March to July 2022. The median values for RSA survival, eRRSA fold change, and DHA IC were 3.0%, 46.2, and 3.2 nM, respectively. RSA percent survival and eRRSA fold changes correlated strongly (Spearman correlation coefficient [] = -0.7411, < 0.0001), with modest associations between the presence of validated Kelch13 ART-R mutations (C469Y or A675V) and RSA (median survival 2.6% for wild type [WT] vs 4.1% for mutant, = 0.01), or eRRSA (median fold change 63.4 for WT vs 30.9 for mutant, = 0.003) results. Significant correlations were also observed between DHA IC values and both RSA percent survival ( = 0.4235, < 0.0001) and eRRSA fold changes ( = -0.4116, < 0.0001). The eRRSA is a scalable alternative for phenotyping fresh isolates, providing similar results with improved throughput.
A peptide targeting outer membrane protein A of exhibits antibacterial activity by reducing bacterial pathogenicity
The World Health Organization has classified multidrug-resistant (MDR) as a significant threat to human health, necessitating the urgent discovery of new antibacterial drugs to combat bacterial resistance. Outer membrane protein A of (AbOmpA) is an outer membrane-anchored β-barrel-shaped pore protein that plays a critical role in bacterial adhesion, invasion, and biofilm formation. Therefore, AbOmpA is considered a key virulence factor of . Herein, we screened three phage display peptide libraries targeting AbOmpA and identified several peptides. Among them, P92 (amino acid sequence: QMGFMTSPKHSV) exhibited the highest binding affinity with AbOmpA, with a KD value of 7.84 nM. studies demonstrated that although P92 did not directly inhibit bacterial growth, it significantly reduced the invasion and adhesion capabilities of multiple clinical isolates of MDR and concentration-dependently inhibited biofilm formation by acting on OmpA. Furthermore, the polymerase chain reaction results confirmed a significant positive correlation between the antibacterial effect of P92 and OmpA expression levels. Encouragingly, P92 also displayed remarkable therapeutic efficacy against infection in various models, including an cell infection model, a mouse skin infection model, and a mouse sepsis model. These results highlight P92 as a novel and highly effective antimicrobial molecule specifically targeting the virulence factor AbOmpA.
Mutant prevention concentrations, resistance evolution dynamics, and mechanisms of resistance to imipenem and imipenem/relebactam in carbapenem-susceptible isolates showing ceftazidime/avibactam resistance
carbapenemase (KPC) variants selected during ceftazidime/avibactam treatment usually develop susceptibility to carbapenems and carbapenem/β-lactamase inhibitors, such as imipenem and imipenem/relebactam. We analyzed imipenem and imipenem/relebactam single-step mutant frequencies, resistance development trajectories and differentially selected resistance mechanisms using two representative isolates that had developed ceftazidime/avibactam resistance during therapy (ST512/KPC-31 and ST258/KPC-35). Mutant frequencies and mutant prevention concentrations were measured in Mueller-Hinton agar plates containing incremental concentrations of imipenem or imipenem/relebactam. Resistance dynamics were determined after incubation for 7 days in 10 mL MH tubes containing incremental concentrations of each antibiotic or combination, up to 64 times their baseline MIC. Two colonies per strain from each experiment were characterized by antimicrobial susceptibility testing and whole genome sequencing. The impact of KPC variants identified in resistant mutants on β-lactam resistance was investigated by cloning experiments. Imipenem/relebactam suppressed the emergence of resistant mutants at lower concentrations than imipenem, slowed down resistance development for both strains, and the resulting mutants yielded lower MICs of carbapenems and carbapenem/β-lactamase inhibitors than those selected with imipenem alone. Characterization of resistant mutants revealed that imipenem resistance was mainly caused by inactivation of OmpK36 and mutations in the KPC β-lactamase. Imipenem/relebactam-resistant mutants also maintained OmpK36 alterations, but mutations in KPC were much less frequent compared with those selected with imipenem alone. Genetic and biochemical characterization of the KPC derivatives identified in the resistant mutants confirmed their role in carbapenem resistance. Our data positions imipenem/relebactam as an attractive therapeutic option for combating ceftazidime/avibactam-resistant KPC-producing infections.
Therapeutic drug monitoring of posaconazole delayed-release tablets and injections in pediatric patients
This study aimed to investigate the dose and trough concentration () of posaconazole delayed-release tablets and injections, and their correlation with efficacy and safety in pediatric patients. Patients younger than 18 years old received posaconazole delayed-release tablets or injections for prophylaxis or treatment of invasive fungal disease (IFD). Blood samples were collected to determine the plasma s, and dose regimen adjustments were made if necessary. Clinical data were collected. A total of 210 s of 113 pediatric patients were detected. The median s were 1.0 and 1.3 mg/L for tablets and injections, respectively ( < 0.05). The median doses required to achieve the target were about 6.0 mg/kg of body weight/day, and no statistical difference was observed between different age groups, formulations, or indications ( > 0.05). Concomitant treatment of tacrolimus and diarrhea were found to affect s of tablets, while age, gender, and BMI were found to be correlated with s of injections. IFD breakthrough occurred in 9.2% of patients with a median s of 0.74 mg/L for prophylaxis, and infection progression occurred in 43.2% of patients with a median s of 0.97 mg/L for treatment, respectively. Transaminitis was the most common adverse event. Posaconazole delayed-release tablets and injections are safe for prophylaxis and treatment of IFD in pediatric patients. An empirical initial dose of 6.0 mg/kg of body weight/day is appropriate for prophylaxis, while a higher dose should be required for the treatment of IFD. It is necessary to adjust the dose regimen according to the results of therapeutic drug monitoring.This study is registered with chictr.gov.cn under identifier ChiCTR2300070008.
Neural network-based predictions of antimicrobial resistance phenotypes in multidrug-resistant from whole genome sequencing and gene expression
Whole genome sequencing (WGS) potentially represents a rapid approach for antimicrobial resistance genotype-to-phenotype prediction. However, the challenge still exists to predict fully minimum inhibitory concentrations (MICs) and antimicrobial susceptibility phenotypes based on WGS data. This study aimed to establish an artificial intelligence-based computational approach in predicting antimicrobial susceptibilities of multidrug-resistant from WGS and gene expression data. Antimicrobial susceptibility testing (AST) was performed using the broth microdilution method for 10 antimicrobial agents. multilocus sequence typing (MLST), antimicrobial resistance genes, and phylogeny based on cgSNP and cgMLST strategies were analyzed. High-throughput qPCR was performed to measure the expression level of antimicrobial resistance (AMR) genes. Most isolates exhibited a high level of resistance to most of the tested antimicrobial agents, with the majority belonging to the IC2/CC92 lineage. Phylogenetic analysis revealed undetected transmission events or local outbreaks. The percentage agreements between AMR phenotype and genotype ranged from 70.08% to 89.96%, with the coefficient of agreement (κ) extending from 0.025 and 0.881. The prediction of AST employed by deep neural network models achieved an accuracy of up to 98.64% on the testing data set. Additionally, several linear regression models demonstrated high prediction accuracy, reaching up to 86.15% within an error range of one gradient, indicating a linear relationship between certain gene expressions and the corresponding antimicrobial MICs. In conclusion, neural network-based predictions could be used as a tool for the surveillance of antimicrobial resistance in multidrug-resistant .