MétaCan
Menu
← Back to cohort
Record W4297464316 · doi:10.1101/2022.09.28.509882

A host defense peptide mimetic, brilacidin, potentiates caspofungin antifungal activity against human pathogenic fungi

2022· preprint· en· W4297464316 on OpenAlexaff
Thaila Fernanda dos Reis, Patrícia Alves de Castro, Rafael Wesley Bastos, Camila Figueiredo Pinzan, Pedro Filho Noronha Souza, Suzanne Ackloo, Mohammad Anwar Hossain, David H. Drewry, Sondus Alkhazraji, Ashraf S. Ibrahim, Hyunil Jo, William F. DeGrado, Gustavo H. Goldman

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2022
Typepreprint
Languageen
FieldMedicine
TopicAntifungal resistance and susceptibility
Canadian institutionsStructural Genomics ConsortiumUniversity of Toronto
FundersNational Institutes of HealthNational Institute of Allergy and Infectious DiseasesConselho Nacional de Desenvolvimento Científico e TecnológicoCoordenação de Aperfeiçoamento de Pessoal de Nível SuperiorFundação de Amparo à Pesquisa do Estado de São Paulo
KeywordsAspergillus fumigatusCaspofunginMicrobiologyCryptococcus neoformansBiologyEchinocandinsCandida albicansAmphotericin BAntifungal

Abstract

fetched live from OpenAlex

Abstract A. fumigatus is the main etiological agent of a group of heterogeneous diseases called aspergillosis of which the most lethal form is the invasive pulmonary aspergillosis (IPA). Fungicidal azoles and amphotericin B are the first line defense against A. fumigatus , but fungistatic echinocandins, such as caspofungin (CAS), can be used as salvage therapy for IPA. Here, we screened repurposing libraries and identified several compounds that potentiate CAS activity against A. fumigatus , including the host defense peptide mimetic, brilacidin (BRI). BRI converts CAS into a fungicidal drug and potentiates voriconazole (VOR) against A. fumigatus. BRI increases the ability of both CAS and VOR to control A. fumigatus biofilm growth. BRI depolarizes the A. fumigatus cell membrane leading to disruption of membrane potential. By using a combination of protein kinase inhibitors and screening of a catalytic subunit null mutant library, we identified the mitogen activated protein kinase (MAPK) MpkA and the phosphatase calcineurin as mediators of the synergistic action of BRI. These results suggest the most likely BRI mechanism of action for CAS potentiation is the inhibition of A. fumigatus cell wall integrity (CWI) pathway. BRI potentiates CAS activity against C. albicans , C. auris , and C. neoformans . Interestingly, BRI overcomes the CAS-acquired resistance in both A. fumigatus and C. albicans and the CAS-intrinsic resistance in C. neoformans . BRI also has an additive effect on the activity of posaconazole (POSA) against several Mucorales fungi. Cell toxicity assays and fungal burden studies in an immunosuppressed murine model of IPA showed that BRI combined with CAS is not toxic to the cells and significantly clears A. fumigatus lung infection, respectively. Our results indicate that combinations of BRI and antifungal drugs in clinical use are likely to improve the treatment outcome of IPA and other fungal infections.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.250
Teacher spread0.232 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2022
Admission routes1
Has abstractyes

Explore more

Same venuebioRxiv (Cold Spring Harbor Laboratory)→Same topicAntifungal resistance and susceptibility→French-language works237,207→