ArticlePlants (Basel, Switzerland)2026
Network Pharmacology of the Phytochemical Content of Sunflower Seed (
Article in Plants (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Sources of Polyphenols with Potential α-Glucosidase-Inhibitory Activities from Thai Local Edible Plants: In Vitro and Network Pharmacology Approaches.Plants (Basel, Switzerland) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
Sunflower seeds have been reported to be a healthy natural source of polyphenols. This study aimed to explore the mechanisms of potential compounds in sunflower seed extract involved in wound healing; major compounds were investigated through network pharmacology and molecular docking. In an in vitro wound-healing assay applied using an immortalised human keratinocyte (HaCaT) cell model, 10 µg/mL of the sunflower seed extract promoted cell migration in HaCaT cells and led to complete wound closure after 24 h; at a 1 µg/mL concentration, it led to complete wound closure after 72 h. The sunflower seed extract presented moderate-to-strong antioxidant activity. Liquid chromatography-mass spectrometry and high-performance liquid chromatography were used to identify the major compounds present in the sunflower seed extract. Forty-seven compounds were identified, among which chlorogenic acid was the most abundant phenolic compound. Network pharmacology was used to identify wound-healing-related targets. In total, 252 proteins were linked to the 47 compounds. Cyto-Hubba analysis identified 10 hub proteins with a strong correlation with wound healing. Molecular docking was used to assess the ability of the major compounds in the sunflower seed extract to combat NF-κB1, EGFR, and MMP9. Chlorogenic acid showed higher binding affinity to all targets. Moreover, its pharmacokinetic properties were well distributed in the plasma (VDss = 0.377 log L/kg), and they were not a carcinogen and did not cause skin sensitisation. In conclusion, the findings suggest that the sunflower seed extract is a potential source of bioactive compounds that can enhance wound healing and can be developed to create a transdermal application.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.