Evidence map›Paper›PMID 40863647›Full record

ArticleMarine drugs2025

Screening and Assessment of Hypoglycemic Active Peptide from Natural Edible Pigment Phycobiliprotein Based on Molecular Docking, Network Pharmacology, Enzyme Inhibition Assay Analyses, and Cell Experiments.

Zhimin Zhu, Yan Zhang, Bingbing He, Limin He, Guihong Fang, Yi Ning, Pengcheng Fu, Jing Liu

Abstract read
In one paragraph

Article in Marine drugs, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Zhimin ZhuInternational Collaborative Research Center for the Development and Utilization of Tropical Food for Special Medical Purpose, School of Public Health, Hainan Academy of Medical Sciences, Hainan Medical University, Haikou 571199, China.ORCID 0009-0004-3597-0936
Yan ZhangInternational Collaborative Research Center for the Development and Utilization of Tropical Food for Special Medical Purpose, School of Public Health, Hainan Academy of Medical Sciences, Hainan Medical University, Haikou 571199, China.
Bingbing HeInternational Collaborative Research Center for the Development and Utilization of Tropical Food for Special Medical Purpose, School of Public Health, Hainan Academy of Medical Sciences, Hainan Medical University, Haikou 571199, China.
Limin HeInternational Collaborative Research Center for the Development and Utilization of Tropical Food for Special Medical Purpose, School of Public Health, Hainan Academy of Medical Sciences, Hainan Medical University, Haikou 571199, China.
Guihong FangInternational Collaborative Research Center for the Development and Utilization of Tropical Food for Special Medical Purpose, School of Public Health, Hainan Academy of Medical Sciences, Hainan Medical University, Haikou 571199, China.
Yi NingInternational Collaborative Research Center for the Development and Utilization of Tropical Food for Special Medical Purpose, School of Public Health, Hainan Academy of Medical Sciences, Hainan Medical University, Haikou 571199, China.
Pengcheng FuState Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, Haikou 570228, China.ORCID 0000-0001-8850-9212
Jing LiuInternational Collaborative Research Center for the Development and Utilization of Tropical Food for Special Medical Purpose, School of Public Health, Hainan Academy of Medical Sciences, Hainan Medical University, Haikou 571199, China.

Funding

Education Department of Hainan Province Hnky2024-31Hainan Provincial Natural Science Foundation of China 825QN325Research Start-Up Funds from Hainan Medical University in China RZ2400001612
6 · The paper itself

Abstract

Phycobiliproteins have gained increasing attention for their antidiabetic potential, yet the specific bioactive peptides and their targets and molecular mechanisms have remained unclear. In this study, four peptides with potential hypoglycemic activity were identified through virtual screening. Network pharmacology was employed to elucidate their hypoglycemic mechanism in the treatment of T2DM. A subsequent in vitro assay confirmed that the synthesized peptides, GR-5, SA-6, VF-6, and IR-7, exhibited significant inhibitory activity against α-glucosidase and DPP-IV. In insulin-resistant HepG2 models, all four peptides exhibited no cytotoxicity. Among them, GR-5 demonstrated the most promising therapeutic potential by remarkably enhancing cellular glucose consumption capacity. Furthermore, GR-5 administration substantially increased glycogen synthesis and enzymatic activities of hexokinase and pyruvate kinase with statistically significant improvements compared to the control groups. This study provides novel peptide candidates for T2DM treatment and validates an integrative strategy for targeted bioactive peptide discovery, advancing the development of algal protein-based therapeutics.

Indexed as

Hypoglycemic AgentsPeptidesPhycobiliproteinsalpha-GlucosidasesDiabetes Mellitus, Type 2Dipeptidyl-Peptidase IV InhibitorsGlycoside Hydrolase InhibitorsHep G2 CellsHexokinaseHumansMolecular Docking SimulationNetwork Pharmacologyalpha-GlucosidasesDipeptidyl-Peptidase IV InhibitorsGlycoside Hydrolase InhibitorsHexokinaseHypoglycemic AgentsPeptidesPhycobiliproteinsDPP-IVhypoglycemic peptideIR-HepG2molecular dockingnetwork pharmacologyphycobiliproteinα-glucosidase

Identifiers

PMID40863647
PMCPMC12387383

What OpenQuestion holds

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Registered trials

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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.