Evidence map›Paper›PMID 40908696›Full record

ReviewProtein and peptide letters2025

Precision Enzyme: Targeted Drug Discovery in Neurodegenerative Disorders.

Sampriti Paul, Prashant Tiwari, Sonal Dubey

Abstract readReview
PubMed Publisher
In one paragraph

Review in Protein and peptide letters, 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. Review
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

3 authors.

Sampriti PaulDepartment of Pharmacology, College of Pharmaceutical Sciences, Dayananda Sagar University, Bengaluru South, Karnataka, 562112, India.
Prashant TiwariDepartment of Pharmacology, College of Pharmaceutical Sciences, Dayananda Sagar University, Bengaluru South, Karnataka, 562112, India.
Sonal DubeyDepartment of Pharmaceutical Chemistry, College of Pharmaceutical Sciences, Dayananda Sagar University, Bengaluru South, Karnataka, 562112, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionNeurodegenerative disorders such as Alzheimer's, Parkinson's, and ALS are characterized by progressive neuronal dysfunction with limited therapeutic options. Recent advances in molecular biology and drug development have highlighted the therapeutic promise of precision enzyme targeting, offering novel strategies for disease modulation and symptom management.

methodsA comprehensive literature review spanning recent/current was conducted using PubMed, Scopus, and ScienceDirect. Studies focusing on enzyme-based targets, high-throughput screening, and molecular docking in neurodegeneration were included. Thematic synthesis was employed to categorize findings based on enzyme class, disease relevance, and therapeutic outcomes.

resultsKey enzyme families such as kinases, proteases, and oxidoreductases were identified as pivotal modulators in disease progression. Emerging enzyme-targeted compounds demonstrated enhanced bioavailability, blood-brain barrier permeability, and disease-specific efficacy. Novel screening platforms and computational modeling enabled the precise selection of inhibitors, significantly improving the therapeutic index and reducing off-target effects. DISCUSSION: Targeting enzymes implicated in neuroinflammation, oxidative stress, and protein misfolding has shown disease-modifying potential. Integrating precision drug discovery tools, such as AI-assisted modeling and enzyme kinetics, supports rational drug design. However, translational challenges persist due to variability in enzyme expression and disease heterogeneity.

conclusionFuture research should focus on refining enzyme inhibitors and integrating biomarkers to facilitate personalized treatment strategies for neurodegenerative disorders. As the understanding of enzymatic roles in neurodegeneration deepens, precision enzyme-targeted drug discovery holds significant promise in transforming neurotherapeutic approaches.

Indexed as

Drug DiscoveryEnzyme InhibitorsNeurodegenerative DiseasesAnimalsHumansMolecular Docking SimulationEnzyme Inhibitorsacetylcholinesterase.Alzheimer’s diseaseenzyme-targeted drug discoverymonoamine oxidase-BNeurodegenerative disordersParkinson’s disease

Identifiers

What Socratic holds

Textmetadata
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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 Socratic graph.