Open research questions in Antimicrobial Peptides and Activities
27 unresolved questions extracted from the limitations and future-work sections of 181 Antimicrobial Peptides and Activities papers in our library. Each links back to the study that raised it.
What the literature leaves open
AimsAntimicrobial peptide (AMP) combinations have been proposed to delay resistance evolution, but it remains unclear what properties of a peptide pair determine whether a combination reduces resistance evolution relative to its component AMPs used alone.
Cross-Resistance Limits the Ability of Antimicrobial Peptide Combinations to Delay Resistance Evolution · 2026 · DOI9 (F3), derived from Australian tree frogs, have demonstrated broad antimicrobial activity, but their combined antibacterial and immunomodulatory mechanisms remain incompletely understood.
Caerin 1.1/1.9 peptides control Acinetobacter baumannii infection through combined antibacterial and host-directed immunomodulatory mechanisms · 2026 · DOIThe bovine cathelicidin BMAP-28 is a cationic α-helical AMP with broad-spectrum activity, but its effects on enterococci and determinants of susceptibility remain unclear.
Species-dependent susceptibility of enterococci to bovine cathelicidin BMAP-28 and its relationship to membrane fatty acid composition · 2026 · DOIThe paper analyzes membrane integrity data only within the 30–60 minute window post-peptide treatment; the fate of bacterial cells and extent of lipid remodeling at longer timepoints (beyond 2 hours) or after complete membrane disruption is not characterized, particularly whether surviving cells with altered lipid composition exhibit stress-induced tolerance mechanisms.
The outer membrane permeability assay uses NPN fluorescence exclusively in E. coli; no investigation is presented on whether this NPN-based approach is applicable to Gram-positive bacteria or other Gram-negative species, limiting generalizability of the lipid remodeling and antimicrobial peptide interaction findings beyond the single model organism tested.
While the paper uses multiple viability assays (intracellular esterase activity via Calcein AM and ATP-based metabolic activity via BacTiter-Glo), it does not address potential discrepancies between these two markers during antimicrobial peptide attack, particularly whether cells with compromised membranes retain esterase activity while ATP is depleted, or vice versa.
The antimicrobial activity assessment defines IC100% (growth inhibition) and LC99.9 (lethal concentration) but does not specify whether these metrics were directly compared between the two peptides (melittin and LL-37) tested, nor does it establish whether lipid remodeling under stress conditions alters the IC100% or LC99.9 values in a strain-dependent manner.
The zeta potential measurements were performed only at a single 5-minute timepoint at room temperature with n=2 replicates; the paper lacks investigation of how zeta potential changes dynamically over the 2-hour experimental window used in other membrane integrity assays, and whether peptide-induced lipid remodeling produces measurable surface charge alterations at multiple time intervals.
The membrane depolarization assay using DiSC3(5) dye was noted as more sensitive to subtle membrane integrity changes than the PI assay, but the paper does not systematically characterize the temporal resolution or threshold sensitivity differences between these three bacterial membrane integrity assessment methods (NPN outer membrane permeability, PI inner membrane permeability, and DiSC3(5) depolarization) across varying antimicrobial peptide concentrations.
Our findings describe a family of anuran skin-secreted AMP genes that has grown and diversified in a manner similar to other AMP families, but many of the factors shaping the evolution and expression of these AMP genes remain unclear. While this is compelling, the underlying exon shuffling process has yet to be demonstrated in anuran AMP genes, and it remains unclear why the signal peptide sequence is so constrained.
The Rana sylvatica skin-secreted antimicrobial peptide (AMP) gene repertoire highlights broader patterns in anuran AMP evolution · 2026 · DOISecondary structure predictions of mature AMPs were performed using PEP-FOLD4, but no experimental validation (such as circular dichroism or NMR spectroscopy) is mentioned to confirm predicted structures.
The Rana sylvatica skin-secreted antimicrobial peptide (AMP) gene repertoire highlights broader patterns in anuran AMP evolution · 2026 · DOIThe paper analyzes AMP gene transcript abundance in response to Batrachochytrium dendrobatidis exposure, but does not discuss functional validation of whether these transcript changes translate to altered antimicrobial peptide production or enhanced pathogen resistance.
The Rana sylvatica skin-secreted antimicrobial peptide (AMP) gene repertoire highlights broader patterns in anuran AMP evolution · 2026 · DOIFuture research should explore the conservation of this mechanism across diverse citrus species and evaluate its field efficacy, further validating its potential for sustain- able citrus production. Furthermore, whether CsPep-medi- ated resistance involves stomatal immunity remains to be determined. It remains to be seen whether a similar stomatal defense mechanism is engaged in citrus in response to CsPep treatment, and whether this regulation involves homologous ion channels, which represent important areas for future investigation.
Identification of plant elicitor peptides in citrus and the dual regulatory effects of CsPep on plant regeneration and canker resistance · 2026 · DOIAlthough accumulating evidence highlights the capacity of microbial metabolites to modulate defensin expression, a comprehensive and integrated understanding of the cross-talk between these microbial metabolites and host defensins remains lacking.
Mechanisms and Implications of Gut Microbiota-Derived Metabolites in the Regulation of Poultry Defensins · 2026 · DOIEnvironmental microbiomes from understudied regions represent a valuable source of antimicrobial peptide (AMP) candidates.
Integrated Genome Mining, Bacterial Co-Culture Activation, and Peptidomic Analyses Identify Antimicrobial Peptide Candidates from South American Bacteria · 2026 · DOINevertheless, the present conclusions are limited by the reliance on in vitro models, which do not fully reflect the complexity of the tumor microenvironment or intertumoral heterogeneity.
Synergistic anticancer activity of antimicrobial peptide nisin and doxorubicin against breast cancer cells via modulation of membrane permeability · 2026 · DOIFurthermore, although biofilm targeting is a promising strategy against persistent infections, it remains underexplored, as most synergy stud- ies are limited to planktonic models, leaving peptide-medi- ated biofilm eradication poorly understood.
Antimicrobial Peptides as Antibiotic Adjuvants: Overcoming Resistance through Multifaceted Mechanisms · 2026 · DOIUse of training sequences is recommended in applications where there is limited knowledge of the peptide characteristics, and in such cases, a combination of positive and negative training sequences along with rationales should be incorporated.
Design and classify innovative antimicrobial and dual- and multi-functional peptides using generative artificial intelligence · 2026 · DOIFuture research should explore the conservation of this mechanism across diverse citrus species and evaluate its field efficacy, further validating its potential for sustain- able citrus production.
Identification of plant elicitor peptides in citrus and the dual regulatory effects of CsPep on plant regeneration and canker resistance · 2026 · DOIWhile physicochemical properties (molecular mass, net charge, pI, hydrophobicity) are calculated in silico for mature AMPs, the relationship between these properties and actual antimicrobial efficacy is not explored.
The Rana sylvatica skin-secreted antimicrobial peptide (AMP) gene repertoire highlights broader patterns in anuran AMP evolution · 2026 · DOIThere are still many aspects of the nature of pheromone plasmids that remain unclear and more detailed studies are needed to understand their uniqueness and complexity.
Most-cited papers in Antimicrobial Peptides and Activities
- Discovery of antimicrobial peptides in the global microbiome with machine learning · Cell · 2024 · 339 citations
- Design of target specific peptide inhibitors using generative deep learning and molecular dynamics simulations · Nature Communications · 2024 · 295 citations
- Hydrogel Loaded with Peptide-Containing Nanocomplexes: Symphonic Cooperation of Photothermal Antimicrobial Nanoparticles and Prohealing Peptides for the Treatment of Infected Wounds · ACS Applied Materials & Interfaces · 2024 · 122 citations
- iAFPs-Mv-BiTCN: Predicting antifungal peptides using self-attention transformer embedding and transform evolutionary based multi-view features with bidirectional temporal convolutional networks · Artificial Intelligence in Medicine · 2024 · 103 citations
- A Foundation Model Identifies Broad-Spectrum Antimicrobial Peptides against Drug-Resistant Bacterial Infection · Nature Communications · 2024 · 103 citations
- Antimicrobial Peptides towards Clinical Application—A Long History to Be Concluded · International Journal of Molecular Sciences · 2024 · 99 citations
- Deepstacked-AVPs: predicting antiviral peptides using tri-segment evolutionary profile and word embedding based multi-perspective features with deep stacking model · BMC Bioinformatics · 2024 · 96 citations
- LysSYL‐Loaded pH‐Switchable Self‐Assembling Peptide Hydrogels Promote Methicillin‐Resistant <i>Staphylococcus Aureus</i> Elimination and Wound Healing · Advanced Materials · 2024 · 93 citations
- DRAMP 4.0: an open-access data repository dedicated to the clinical translation of antimicrobial peptides · Nucleic Acids Research · 2024 · 84 citations
- dbAMP 3.0: updated resource of antimicrobial activity and structural annotation of peptides in the post-pandemic era · Nucleic Acids Research · 2024 · 69 citations
Most recent work
- Scaling SMILES-Based Chemical Language Models for Therapeutic Peptide Engineering · bioRxiv · 2026
- Bacterial cell fate under stress: lipid remodeling and antimicrobial peptide attack · npj Antimicrobials and Resistance · 2026
- Antimicrobial Peptide Spampcin <sub>56–86</sub> Controls <i>Fusarium graminearum</i> and Mycotoxin via Membrane Disruption and Oxidative Burst with TRI Repression: A Strategy for Wheat Protection · Journal of Agricultural and Food Chemistry · 2026
- Identification of two novel peptides with antibiofilm and antimicrobial effects from ovotransferrin hydrolysates using peptidomic and regression-based machine learning approach · LWT · 2026
- Biodiversity and Antimicrobial Activities of Bac7-Like Cathelicidins from Cetartiodactyls · Russian Journal of Bioorganic Chemistry · 2026
- Gut delivery of pentameric GLP-1 using genetically engineered Bacillus subtilis · bioRxiv · 2026
- The Rana sylvatica skin-secreted antimicrobial peptide (AMP) gene repertoire highlights broader patterns in anuran AMP evolution · Scientific Reports · 2026
- ANTIMICROBIAL PEPTIDES FROM Bombyx mori: PHARMACEUTICAL CONTRIBUTIONS, APPLICATIONS, AND RECENT DISCOVERIES · Zenodo (CERN European Organization for Nuclear Research) · 2026
- Identification of plant elicitor peptides in citrus and the dual regulatory effects of CsPep on plant regeneration and canker resistance · Horticulture Advances · 2026
- A comprehensive evaluation of antimicrobial peptide biosynthesis in Bombyx mori L. larvae: a relative analysis of their properties · Proceedings of the Indian National Science Academy · 2026
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