Evidence map›Paper›PMID 37513175›Full record

ArticleMolecules (Basel, Switzerland)2023

In Silico Screening and Identification of Antidiabetic Inhibitors Sourced from Phytochemicals of Philippine Plants against Four Protein Targets of Diabetes (PTP1B, DPP-4, SGLT-2, and FBPase).

Mark Andrian B Macalalad, Arthur A Gonzales

Open access · goldAbstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
5.0field-weighted citation impact, top 4% of its field
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

13 citing papers in PubMed, 25 citations in OpenAlex.

  1. Article
  2. Review
  3. Insight into the Hypoglycemic Effects ofPlants (Basel, Switzerland) · 2026
    Article
  4. Article
  5. Article
  6. Review
  7. Efficacy of Endophytic BacteriumJournal of microbiology and biotechnology · 2025
    Article
  8. Uvarinol and Dichamanetin Derived fromPharmaceuticals (Basel, Switzerland) · 2025
    Article
  9. Article
  10. Computational Investigation of the Therapeutic Potential ofInternational journal of molecular sciences · 2024
    Article
  11. Pharmaceuticals (Basel, Switzerland) · 2024
    Article
  12. Article
  13. 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

2 authors at 1 institution in 1 country.

Mark Andrian B MacalaladDepartment of Chemical Engineering, University of the Philippines Diliman, Quezon City 1101, Metro Manila, Philippines.ORCID 0000-0001-9613-3163
Arthur A GonzalesDepartment of Chemical Engineering, University of the Philippines Diliman, Quezon City 1101, Metro Manila, Philippines.ORCID 0000-0002-0551-8664
University of the Philippines Diliman · PH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Current oral medications for type 2 diabetes target a single main physiological mechanism. They either activate or inhibit receptors to enhance insulin sensitivity, increase insulin secretion, inhibit glucose absorption, or inhibit glucose production. In advanced stages, combination therapy may be required because of the limited efficacy of single-target drugs; however, medications are becoming more costly, and there is also the risk of developing the combined side effects of each drug. Thus, identifying a multi-target drug may be the best strategy to improve treatment efficacy. This study sees the potential of 2657 Filipino phytochemicals as a source of natural inhibitors against four targets of diabetes: PTP1B, DPP-4, SGLT-2, and FBPase. Different computer-aided drug discovery techniques, including ADMET profiling, DFT optimization, molecular docking, MD simulations, and MM/PBSA energy calculations, were employed to elucidate the stability and determine the binding affinity of the candidate ligands. Through in silico methods, we have identified seven potential natural inhibitors against PTP1B, DPP-4, and FBPase, and ten against SGLT-2. Eight plants containing at least one natural inhibitor of each protein target were also identified. It is recommended to further investigate the plants' potential to be transformed into a safe and scientifically validated multi-target drug for diabetes therapies.

Indexed as

Diabetes Mellitus, Type 2Dipeptidyl-Peptidase IV InhibitorsGlucoseHumansHypoglycemic AgentsMolecular Docking SimulationPhilippinesPhytochemicalsDipeptidyl-Peptidase IV InhibitorsGlucoseHypoglycemic AgentsPhytochemicalsADMETdiabetesDPP-4FBPaseMD simulationsMM/PBSAmolecular dockingnatural compoundsphytochemicalsPTP1BSGLT-2

Identifiers

PMID37513175
PMCPMC10384415
OpenAlexW4383695384

What OpenQuestion holds

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LicenceCC BY
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.