Evidence map›Paper›PMID 41982881›Full record

ArticleFrontiers in microbiology2026

Genome-guided discovery and computational prioritization of next generation drug development from

Veilumuthu Pattapulavar, Manisha Shah, Praisy Joy Bell I, Sathiyabama Ramanujam, Saranyadevi Subburaj, Sivakumar Arumugam, Rajiniraja Muniyan, John Godwin Christopher

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Genomic exploration andFrontiers in bioinformatics · 2026
    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

8 authors.

Veilumuthu PattapulavarDepartment of Biomedical Sciences, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, India.
Manisha ShahDepartment of Bio-Sciences, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, India.
Praisy Joy Bell IDepartment of Integrative Biology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, India.
Sathiyabama RamanujamDepartment of Science and Humanities, Karpagam Academy of Higher Education, Coimbatore, India.
Saranyadevi SubburajDepartment of Biotechnology, Faculty of Engineering, Karpagam Academy of Higher Education, Coimbatore, India.
Sivakumar ArumugamDepartment of Bio-Sciences, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, India.
Rajiniraja MuniyanDepartment of Integrative Biology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, India.
John Godwin ChristopherDepartment of Biomedical Sciences, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rapid emergence of antimicrobial resistance necessitates the discovery of new bioactive metabolites and integrative strategies capable of accelerating antibiotic discovery. In this study, we employed a genome-guided experimental and computational workflow to investigate the antibacterial potential of

Indexed as

antibacterial metabolitesgenome-guided prioritizationmolecular dockingmolecular dynamics simulationsecondary metabolitesStreptomycesvirtual screening

Identifiers

PMID41982881
PMCPMC13070913

What OpenQuestion holds

Textmetadata
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.