ArticleGenes2025
Multi-Transcriptome-Informed Network Pharmacology Reveals Novel Biomarkers and Therapeutic Candidates for Parkinson's Disease.
Md Al Amin Pappu, Md Alamin, Md Al Noman, Most Humaira Sultana, Md Foysal Ahmed, Md Sanoar Hossain, Md Abdul Latif, Md Fahim Faysal, Akm Azad, Salem A Alyami and 2 more
Abstract read
In one paragraphArticle in Genes, 2025. 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
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 registryThe 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 literatureWho cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors and funding
12 authors.
Md Al Amin PappuBioinformatics Lab (Dry), Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh.ORCID 0009-0000-9061-8549 Md AlaminDepartment of Mathematics and Physics, School of Engineering & Physical Sciences, North South University, Dhaka 1229, Bangladesh.ORCID 0000-0001-7993-3863 Md Al NomanBioinformatics Lab (Dry), Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh.
Most Humaira SultanaDepartment of Management, School of Business & Economics, North South University, Dhaka 1229, Bangladesh.
Md Foysal AhmedBioinformatics Lab (Dry), Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh.
Md Sanoar HossainBioinformatics Lab (Dry), Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh.
Md Abdul LatifBioinformatics Lab (Dry), Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh.
Md Fahim FaysalDepartment of Computer Science and Engineering (CSE), Rajshahi University of Engineering and Technology (RUET), Rajshahi 6203, Bangladesh.ORCID 0009-0009-9082-2350 Akm AzadDepartment of Mathematics and Statistics, Faculty of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 13318, Saudi Arabia.
Salem A AlyamiDepartment of Mathematics and Statistics, Faculty of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 13318, Saudi Arabia.ORCID 0000-0002-5507-9399 Naif AlotaibiDepartment of Mathematics and Statistics, Faculty of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 13318, Saudi Arabia.
Md Nurul Haque MollahBioinformatics Lab (Dry), Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh.ORCID 0000-0002-3883-3396 Funding
King Salman Center for Disability Research KSRG-2024-120
6 · The paper itselfAbstract
PubMed holds no abstract for this paper.
Indexed as
Gene Regulatory NetworksNetwork PharmacologyParkinson DiseaseTranscriptomeBiomarkersComputational BiologyGene Expression ProfilingHumansProtein Interaction MapsBiomarkersdifferential expressiondisability researchdrug repurposingkey genesmolecular dynamics simulationParkinson’s diseaseprotein–protein interaction network
Identifiers
PMID41465132
PMCPMC12732698
What OpenQuestion holds
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LicenceCC BY
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