Falling short: Inadequate target attainment in guideline-based therapy of nontuberculous mycobacterial disease
Shoaf, T. J.; Dierckman, T.; Strawhacker, N.; Surani, M. d. L. M.; Nair, M.; Bawab, E.; Escalante, P.; Dick, T.; Dartois, V. A.; Pienaar, E.
Show abstract
Nontuberculous mycobacterial (NTM) infections are a scourge that affect growing patient populations due to the rise of risk factors associated with these opportunistic pathogens. Cure rates are unacceptably low despite intensive multidrug and multi-year therapy. The issue of poor drug exposure relative to inferior potency of repurposed antibiotics against NTM pathogens is broadly recognized as a major factor underlying dismal success rates. Yet, a quantitative and systematic evaluation of probabilities of pharmacokinetic-pharmacodynamic (PK-PD) target attainment (PTA) is lacking. Here, we leveraged published population PK models and minimum inhibitory concentration distributions across large patient populations to generate PTAs for standard of care antibiotics used in the treatment of NTM infections. PTAs of tuberculosis drugs were included in our analysis as a baseline since tuberculosis cure rates are excellent compared to NTM diseases. We found that PK-PD target attainment for NTM was low overall and that PTAs were generally consistent with reported clinical outcomes. Specifically, drugs for which genetic resistance is associated with worse outcome showed favorable PTAs, consistent with their contribution to cure. These include macrolides for M. abscessus and the M. avium complex (MAC), and rifampicin for M. kansasii. Bedaquiline emerged as a promising option against M. abscessus and MAC, and clofazimine against the latter, consistent with recent clinical reports. Omadacycline PTAs predict improved efficacy compared to tigecycline for patients with M. abscessus and suggest clinical utility for MAC. As is common practice for antibacterials, PTA considerations could inform NTM treatment guidelines and help select drug combinations in future trials.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- New β-Lactamase Inhibitors Nacubactam and Zidebactam Improve the In Vitro Activity of β-Lactam Antibiotics Against Mycobacterium abscessus Complex Clinical Isolates 95%
- Sulbactam-Durlobactam Plus Ceftriaxone Dosing and Novel Treatment Regimens for Mycobacterium abscessus Lung Disease 95%
- Antibiotic dose-response curves can measure antibiotic activity against Mycobacterium abscessus and Mycobacterium peregrinum 94%
Similar papers in this journal
- Enhanced Activity of Apramycin and Apramycin-Based Combinations Against Mycobacteroides abscessus 93%
- Optimal dosing of cefotaxime and desacetylcefotaxime for critically ill paediatric patients. Can we use microsampling? 91%
- Synergistic cefiderocol-containing antibiotic combinations active against highly drug-resistant Acinetobacter baumannii patient isolates with diverse resistance mechanisms 91%
Similar papers in this journal
- Mortality of Drug-resistant Tuberculosis in High-burden Countries: Comparison of Routine Drug Susceptibility Testing with Whole-genome Sequencing 92%
- Deciphering Bedaquiline and Clofazimine Resistance in Tuberculosis: An Evolutionary Medicine Approach 90%
- Artemether-lumefantrine with or without single-dose primaquine and sulfadoxine-pyrimethamine plus amodiaquine with or without single-dose tafenoquine to reduce Plasmodium falciparum transmission: a phase 2 single-blind randomised clinical trial in Ouelessebougou, Mali 89%
Similar papers in this journal
- Analysis of time-to-positivity data in tuberculosis treatment studies: Identifying a new limit of quantification 94%
- Determination of vancomycin exposure target and individualized dosing recommendations for neonates: model informed precision dosing 90%
- Hydroxychloroquine and Azithromycin as a treatment of COVID-19: preliminary results of an open-label non-randomized clinical trial 89%
Similar papers in this journal
- The kinetics of bedaquiline diffusion in tuberculous cavities opens a window for emergence of resistance. 93%
- Linezolid population pharmacokinetic model in plasma and cerebrospinal fluid among patients with tuberculosis meningitis 93%
- Efficacies of sequenced monotherapies of Mycobacterium avium lung infection in mouse 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.