Evidence map›Paper›PMID 40287647›Full record

ArticleBMC microbiology2025

Identification of virulence genes and clade-specific markers through pan-genomic analysis of Leptospira.

Mohd Abdullah, Mohammad Kadivella, Rolee Sharma, Mirza S Baig, Syed M Faisal, Sarwar Azam

Abstract read
In one paragraph

Article in BMC microbiology, 2025. 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. Article
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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

6 authors.

Mohd AbdullahGenomics and Computational Biology Lab, National Institute of Animal Biotechnology, Hyderabad, 500049, India.
Mohammad KadivellaLaboratory of Vaccine Immunology, National Institute of Animal Biotechnology, Hyderabad, India.ORCID http://orcid.org/0000-0003-3565-1543
Rolee SharmaDepartment of Biosciences, Integral University, Lucknow, India.
Mirza S BaigCentre for Biosciences and Biomedical Engineering, Indian Institute of Technology, Indore, MP, India.
Syed M FaisalLaboratory of Vaccine Immunology, National Institute of Animal Biotechnology, Hyderabad, India. faisal@niab.org.in.
Sarwar AzamGenomics and Computational Biology Lab, National Institute of Animal Biotechnology, Hyderabad, 500049, India. sarwar@niab.org.in.

Funding

Department of Biotechnology, Ministry of Science and Technology, India BT/PR21430/ADV/90/246/2016
6 · The paper itself

Abstract

Leptospirosis is an emerging zoonotic and neglected disease across the world causing huge loss of life and economy. In this study, we did whole genome sequencing of one Leptospira isolate and a comparative genomic analysis with 69 other species of Leptospira available in RefSeq database provided insight into taxonomic and evolutionary relationship between species. AAI and whole genome based phylogenomic analysis established 3 clusters of Leptospira i.e. pathogenic, intermediate and saprophytic correlating with level of virulence of species. Leptospira has large closed core genome of 1038 genes and an open pan genome with 20,822 genes. The mobilome related genes were found mainly in pan-genome of pathogenic clade. A total of 498 genes have been identified as virulomes, with 329 virulent genes exhibiting presence/absence in various Leptospira species contributing to each species specific virulence profile. The hierarchical clustering of the congregated pathogenic genes yielded five groups, each with a distinct pattern of predominant genes that were either unique or common among clades, indicating lineage uniqueness. Most of the virulent gene pool identified were significantly enriched in COG functional categories of Nucleotide transport and metabolism, Intracellular trafficking, secretion and vesicular transport, cell motility and amino acid transport & metabolism. Pathogenic leptospires exhibit fewer clade-specific genes than non-pathogenic and intermediate leptospires, indicating gene loss and gain events in the evolution of pathogenic leptospires from non-pathogenic. The study's clade-specific and virulent genes can be utilised as markers for defining clade and associated virulence levels in any new Leptospira isolates. Wet-lab validation of virulent genes will help in accurately targeting pathogenic pathways of Leptospira and controlling leptospirosis.

Indexed as

Genome, BacterialLeptospiraVirulence FactorsAnimalsGenomicsHumansLeptospirosisPhylogenyVirulenceWhole Genome SequencingVirulence FactorsClade-specific genesCOGComparative genomicsKEGGLeptospiraVirulence factors

Identifiers

PMID40287647
PMCPMC12032809

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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.