Evidence map›Paper›PMID 41123779›Full record

ArticleDiscover oncology2025

Kaempferols from Echinacea purpurea demonstrate anti-cancer potential by targeting anexelekto in breast cancer therapy using chemoinformatics approach.

Saviour God'swealth Usin, Daniel Ogbonnaya Nwankwo, Anas Haruna Ruggah, Adebesin Ayomide Oluwadarasimi, Md Ahad Ali, Timothy Oluwatimileyin Ayeni, Abass Abdulateef Ohilebo, Abdulsamad Omotayo Aiyelabegan, Opeyemi Christianah De Campos, Kayode Raheem Yomi and 6 more

Abstract read
In one paragraph

Article in Discover oncology, 2025. 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. Review
  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

16 authors.

Saviour God'swealth UsinCancer Research and Molecular Biology Laboratories, Department of Biochemistry, Faculty of Basic Medical Sciences, College of Medicine, University of Ibadan, Ibadan, Oyo, Nigeria. savioladausin@gmail.com.ORCID http://orcid.org/0000-0003-0759-1862
Daniel Ogbonnaya NwankwoDepartment of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Ondo, Nigeria.ORCID http://orcid.org/0000-0002-1179-1536
Anas Haruna RuggahDepartment of Pharmaceutical Sciences, Usmanu Danfodiyo University, Sokoto, Sokoto State, Nigeria.ORCID http://orcid.org/0000-0001-5372-6567
Adebesin Ayomide OluwadarasimiDepartment of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana, USA.ORCID http://orcid.org/0000-0003-3978-9558
Md Ahad AliComputational Chemistry and Drug Development Department, Panacea Research Center, Rajshahi, 6205, Bangladesh.ORCID http://orcid.org/0000-0002-9200-7669
Timothy Oluwatimileyin AyeniDepartment of Biomedical Sciences, University of North Dakota, Grand Forks, USA.ORCID http://orcid.org/0000-0002-7442-2228
Abass Abdulateef OhileboDepartment of Biochemistry, Ambrose Alli University, Ekpoma, Edo, Nigeria.ORCID http://orcid.org/0000-0002-6509-9262
Abdulsamad Omotayo AiyelabeganDepartment of Biological Sciences, Usmanu Danfodiyo University, Sokoto, Sokoto State, Nigeria.ORCID http://orcid.org/0000-0001-7772-753X
Opeyemi Christianah De CamposDepartment of Biochemistry, College of Science and Technology, Covenant University, Ota, Ogun State, Nigeria.ORCID http://orcid.org/0000-0001-9094-5670
Kayode Raheem YomiCentre for Biocomputing and Drug Development, Adekunle Ajasin University, Akungba Akoko, Ondo State, Nigeria.ORCID http://orcid.org/0000-0001-7975-9228
Siham LakrikhLaboratory of Sustainable Development, Faculty of Sciences and Technologies, Sultan Moulay Slimane University, Beni-Mellal, Morocco.ORCID http://orcid.org/0000-0003-0325-3639
Awotunde Oluwasegun SamsonDepartment of Biochemistry, Molecular Biology, and Genetics, University of Rwanda, Kigali, Rwanda.ORCID http://orcid.org/0000-0002-8109-2343
Cornelius Ayodeji AboderinDepartment of Chemistry, University of Ibadan, Ibadan, Oyo, Nigeria.ORCID http://orcid.org/0009-0001-8387-3637
Bodun Damilola SamuelDepartment of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Ondo, Nigeria.ORCID http://orcid.org/0000-0003-3440-8015
Abdulwasiu IbrahimCancer Research and Molecular Biology Laboratories, Department of Biochemistry, Faculty of Basic Medical Sciences, College of Medicine, University of Ibadan, Ibadan, Oyo, Nigeria.ORCID http://orcid.org/0000-0003-3456-005X
Toheeb Adewale BalogunDepartment of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Ondo, Nigeria.ORCID http://orcid.org/0000-0002-6267-425X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBreast cancer is one of the most common cancer types among women, especially in developing and underdeveloped nations like Nigeria. Anexelekto (AXL) is one of the well-known proteins that is implicated in various cancer types, including breast cancer, and it remains one of the focuses of targeted therapy. However, several drugs have been identified as inhibitors of this oncogenic protein, but they often come with toxic concerns in addition to their unaffordability to people of low- or middle-income countries. Thus, there is a crucial need to identify pocket-friendly inhibitors with negligible side effects targeting AXL. Therefore, bioactive compounds from plants such as Echinacea purpurea may be a promising agent in this regard.

objectiveThe study sought to investigate the potential of bioactive compounds derived from Echinacea purpurea to inhibit the AXL protein implicated in breast cancer.

methodsStructural bioinformatics via molecular docking and density functional theory (DFT) analysis was utilised for the identification of novel AXL inhibitors from Echinacea purpurea bioactive compounds. The compounds were further subjected to pharmacokinetic and drug-likeness analysis. Results obtained from the compounds were compared against those of Foretinib, a known AXL inhibitor. Additionally, their complexes with AXL were subjected to a 100 ns molecular dynamics (MD) simulation analysis utilising the Desmond v2020-4 software in Schrödinger (Academic version) in a Linux environment.

resultsAmong all favourable binding scores, Kaempferol-7-o-Neohesperidoside, Kaempferol 3-gentiobioside-7-rhamnoside, and Kaempferol 3-o-beta-d-glucopyranosyl-7-o-alpha-L-rhamnopyranoside showed the highest binding score of -9.2, -8.9, and - 8.6 Kcal/mol, respectively, compared to Foretinib (-8.1 Kcal/mol). Stigmasterol and β-sitosterol also showed a higher binding affinity and binding score of -8.4 and - 8.3 Kcal/mol, respectively, against the AXL compared to the standard drug. DFT analysis revealed that Kaempferol 3-o-beta-d-glucopyranosyl-7-o-alpha-L-rhamnopyranoside has the highest LUMO-HOMO gap of -4.354 eV, suggesting greater potential for electron donation and high drug-enzyme reactivity. Also, the pharmacokinetic profiling of the selected compounds is favourable. Findings from MD simulation showed that the protein-ligand complexes formed by these compounds maintained structural stability, compactness, and low atomic fluctuations throughout a 100-ns simulation period.

conclusionIn silico studies show that E. purpurea-derived compounds, especially Kaempferol 3-o-beta-d-glucopyranosyl-7-o-alpha-L-rhamnopyranoside, have better inhibitory potential against AXL and better pharmacokinetic profiles when compared with Foretinib. These compounds are thus proposed as novel AXL inhibitors for the treatment of breast cancer. Further, in vivo studies are needed to confirm the potency of the studied compounds.

Identifiers

PMID41123779
PMCPMC12546168

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