Evidence map›Paper›PMID 42890170›Full record

Article3 Biotech2026

Network pharmacology-driven identification of PTP1β and rational design of simufilam-based allosteric inhibitors for neuroprotection in Alzheimer's disease.

Vishnu Malakar, Rajeshkumar Raman, Antony Justin, Dhanabal Sp, Dhritiman Roy, Chandi C Malakar, Dipen Purohit, Pratap Chand Mali

Abstract read
In one paragraph

Article in 3 Biotech, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Vishnu MalakarDepartment of Pharmacognosy, JSS College of Pharmacy, JSS Academy of Higher Education and Research, The Nilgiris, Ooty, 643001 Tamil Nadu India.
Rajeshkumar RamanDepartment of Pharmaceutical Biotechnology, JSS College of Pharmacy, JSS Academy of Higher Education and Research, Nilgiris, Ooty, Tamil Nadu India.
Antony JustinCentre for Neuropharmacology and Experimental Neuroscience, Department of Pharmacology, JSS College of Pharmacy, JSS Academy of Higher Education and Research, The Nilgiris, Ooty, 643001 Tamil Nadu India.ORCID 0000-0002-1015-8317
Dhanabal SpDepartment of Pharmacognosy, JSS College of Pharmacy, JSS Academy of Higher Education and Research, The Nilgiris, Ooty, 643001 Tamil Nadu India.
Dhritiman RoyDepartment of Pharmaceutical Sciences, Faculty of Science and Engineering, Dibrugarh University, Dibrugarh, 786004 Assam India.
Chandi C MalakarDepartment of Chemistry, National Institute of Technology Manipur, Imphal, 795004 Manipur India.
Dipen PurohitAnalytical Research & Quality Control Navinta LLC, 1499 Lower Ferry Road, Ewing, NJ 08618 USA.
Pratap Chand MaliReproductive Biomedicine &amp, Natural Product Laboratory, Department of Zoology, University of Rajasthan, Jaipur, 302004 India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Alzheimer's disease (AD) is a progressive neurodegenerative disorder that predominantly affects elderly people and is characterized by cognitive decline and dementia. Protein tyrosine phosphatase-1B (PTP1B) is known to modulate pro-inflammatory mediators, and its overexpression in the brain has been implicated in AD-associated neuroinflammation. This study explores the mechanism of A20, A26, and co-crystal-designed compound targeting non-competitive allosteric PTP1B enzyme inhibition for AD therapy using network pharmacology and computational studies. Protein-protein interaction was designed for 128 active targets by STRING database and Cytoscape software. Further, active target-associated pathways analysed using ClueGO plugin Cytoscape software and the Reactome online public domain server. The non-competitive allosteric PTP1B inhibition through the design of Simufilam derivatives, with particular emphasis on A20, which is predicted to bind at the non-competitive allosteric site of the PTP1B protein (PDB ID: 1T49), involves α3, α6, and α7 helices that influence the WPD loop orientation. The proposed non-competitive allosteric binding mode is based on computational evidence and for that further experimental validation would be required to conclusively confirm binding of the designed compounds within this regulatory region. Using in-silico approaches, including molecular docking, identified A20 with the most favourable predicted binding energy score (-10.8 kcal/mol) compared to other derivatives. Molecular dynamics simulations further indicated structural stability of the PTP1B-A20, 26, and co-crystal complex, with consistent RMSD, RMSF, H-bond, Rg, and SASA. Principal component analysis suggested that A20 restricts conformational flexibility; hence MM-PBSA analysis displayed its stable binding free energies. Density functional theory (DFT) calculation characterized the polarity, stability, and reactivity of A20 studies supported its favourable electronic configuration. Overall, A20 displayed superior calculated binding energies, trajectory stability, and predicted drug-likeness, positioning it as a promising lead candidate for future empirical validation in AD research. Supplementary Information: The online version contains supplementary material available at https://doi.org/10.1007/s13205-026-05086-2.

Indexed as

DFT calculationsMD simulation 1000nsMM/PBSAPTP1B inhibitionSimufilam derivatives

Identifiers

PMID42890170
PMCPMC13672277

What OpenQuestion holds

Textmetadata
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.