Evidence map›Paper›PMID 41752610›Full record

ReviewInsects2026

Exploring the Structure-Activity Relationships and Molecular Mechanisms of Black Soldier Fly-Derived Antimicrobial Peptides with AI Insights.

Muhammad Raheel Tariq, Hui Wang, Shaojuan Liu, Ilaria Armenia, Gianluca Tettamanti, Shakal Khan Korai, Haiwen Lin, Chaozhong Zheng, Yanwen Liang, Jianguang Qin and 4 more

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Insects, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Muhammad Raheel TariqAgricultural Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China.ORCID 0009-0000-6914-1555
Hui WangAgricultural Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China.
Shaojuan LiuAgricultural Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China.
Ilaria ArmeniaDepartment of Biotechnology and Life Sciences, University of Insubria, 21100 Varese, Italy.ORCID 0000-0002-2854-2907
Gianluca TettamantiDepartment of Biotechnology and Life Sciences, University of Insubria, 21100 Varese, Italy.ORCID 0000-0002-0665-828X
Shakal Khan KoraiDepartment of Grassland Science, College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China.
Haiwen LinAgricultural Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China.
Chaozhong ZhengAgricultural Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China.ORCID 0000-0001-5069-7254
Yanwen LiangAgricultural Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China.
Jianguang QinCollege of Science & Engineering, Flinders University, Adelaide, SA 5001, Australia.ORCID 0000-0003-2448-8058
Youming LiuCollege of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, China.ORCID 0000-0002-6109-5192
Muhammad QasimMicroelement Research Center, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China.ORCID 0000-0003-1363-9164
Muhammad Asif IsmailCollege of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, China.ORCID 0009-0001-3208-884X
Fei WangAgricultural Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antimicrobial resistance (AMR) was associated with 4.95 million deaths in 2019 and may cause 10 million deaths annually by 2050. We synthesize evidence on how the black soldier fly (

Indexed as

AlphaFoldAMP predictionantimicrobial resistanceblack soldier flygenomicsHermetia illucensinsect antimicrobial peptidesmachine learningmechanism of actionpeptide engineeringstructure–activity relationshiptranscriptomics

Identifiers

PMID41752610
PMCPMC12940664

What OpenQuestion holds

Textmetadata
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Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.