Evidence map›Paper›PMID 40628750›Full record

ArticleScientific reports2025

In silico investigation of ketamine and methylphenidate drug-drug conjugate for MDD and ADHD treatment using MD simulations and MMGBSA.

Beenish Asrar, Nouman Ali, Imran Ali, Muhammad Naveed

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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.

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2 · The registry

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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  5. In silico analysis ofIn silico pharmacology · 2026
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4 · The record

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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

4 authors.

Beenish AsrarDepartment of Psychology, Boğaziçi University, Istanbul, Turkey. Beenish.asrar@pt.bogazici.edu.tr.
Nouman AliDepartment of Biotechnology, University of Central Punjab, Lahore, Pakistan. Nouman.ali.anwar336@gmail.com.
Imran AliDepartment of Biotechnology, University of Central Punjab, Lahore, Pakistan.
Muhammad NaveedDepartment of Biotechnology, University of Central Punjab, Lahore, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Major depressive disorder (MDD) and Attention-deficit hyperactivity disorder (ADHD) are pervasive psychiatric disorders characterized by impaired memory, sustained attention/motivation, and depression. FDA-approved Ketamine is an antidepressant drug but it affects cognitive abilities. Methylphenidate is the drug used for the treatment of ADHD. Chronic treatment overcomes attention and mental problems but causes depression. In the current study, we have made ketamine-methylphenidate conjugate to treat/reduce side effects to treat both MDD and ADHD. Ketamine and Methylphenidate conjugate were made by ChemDraw, tested for drug-likeness by Swiss ADME, and toxicity by toxCSM. Target gene in ADHD and MDD was selected by the KEGG database. Protein networking was performed by string. The target gene protein 3D structure was retrieved from RSCB-PDB and validated using the Ramachandran plot. Afterward, the active site was discovered by the deep site to perform molecular docking by Autodoc Vina and MD Simulation and MMGBSA by Desmond. Conjugate can cross the blood-brain barrier and shows drug-like properties. It was found to be non-toxic with very low probability prediction for various conditions. By the KEGG pathway, we selected our target protein Tryptophane hydroxylase 2 (TPH2). By molecular docking, conjugate showed good affinity towards TPH2 (- 8.5 Kcal/mol) as compared to Ketamine (- 6.7 Kcal/mol) and Methylphenidate (- 6.9 Kcal/mol). Hydrogen bonding and hydrophobic interactions stabilize the conjugate and TPH2 binding at the site and favor binding affinity and drug efficacy. Ketamine-methylphenidate conjugate is a potential drug candidate for enzyme-based therapeutics for MDD and ADHD. It is safe to use according to the in-silico CADD approach with sustained stability of TPH2.

Indexed as

Antidepressive AgentsAttention Deficit Disorder with HyperactivityKetamineMajor Depressive DisorderMethylphenidateHumansMolecular Docking SimulationMolecular Dynamics SimulationAntidepressive AgentsKetamineMethylphenidateAttention-deficit/hyperactivity disorderDepressionKetamineMethylphenidateMolecular dockingMolecular dynamic simulationsTryptophane hydroxylase 2

Identifiers

PMID40628750
PMCPMC12238371

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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.