Evidence map›Paper›PMID 35231041›Full record

ArticlePloS one2022

Developing customized stepwise MIRU-VNTR typing for tuberculosis surveillance in Georgia.

Nino Maghradze, Levan Jugheli, Sonia Borrell, Nestani Tukvadze, Russell R Kempker, Henry M Blumberg, Sebastien Gagneux

Abstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Molecular Epidemiology ofMicroorganisms · 2025
    Review
  2. Article
  3. Review
  4. 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

7 authors.

Nino MaghradzeSwiss Tropical and Public Health Institute, Basel, Switzerland.
Levan JugheliSwiss Tropical and Public Health Institute, Basel, Switzerland.
Sonia BorrellSwiss Tropical and Public Health Institute, Basel, Switzerland.
Nestani TukvadzeSwiss Tropical and Public Health Institute, Basel, Switzerland.
Russell R KempkerDivision of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA, United States of America.
Henry M BlumbergDivision of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA, United States of America.
Sebastien GagneuxSwiss Tropical and Public Health Institute, Basel, Switzerland.ORCID 0000-0001-7783-9048

Funding

Emory/Georgia TB Research Advancement Center (TRAC)P30AI168386 · NIAID · EMORY UNIVERSITY · PI Neel Rajnikant Gandhi · 2022 to 2026
$5.8M
Emory-Georgia TB Research Training ProgramD43TW007124 · FIC · EMORY UNIVERSITY · PI HENRY M BLUMBERG, Nestani Tukvadze · 2004 to 2026
$4.6M
FIC NIH HHS D43 TW007124NIAID NIH HHS P30 AI168386
6 · The paper itself

Abstract

introductionMycobacterial Interspersed Repetitive Units-Variable Tandem Repeats (MIRU-VNTR) typing has been widely used for molecular epidemiological studies of tuberculosis (TB). However, genotyping tools for Mycobacterium tuberculosis (Mtb) may be limiting in some settings due to high cost and workload. In this study developed a customized stepwise MIRU-VNTR typing that prioritizes high discriminatory loci and validated this method using penitentiary system cohort in the country of Georgia.

methodsWe used a previously generated MIRU-VNTR dataset from recurrent TB cases (32 cases) in Georgia and a new dataset of TB cases from the penitentiary system (102 cases) recruited from 2014 to 2015. A Hunter-Gaston Discriminatory Index (HGDI) was calculated utilizing a 24 standard loci panel, to select high discriminatory power loci, subsequently defined as the customized Georgia-specific set of loci for initial typing. The remaining loci were scored and hierarchically grouped for second and third step typing of the cohort. We then compared the processing time and costs of the customized stepwise method to the standard 24-loci method.

resultsFor the customized Georgia-specific set that was used for initial typing, 10 loci were selected with a minimum value of 0.32 to the highest HGDI score locus. Customized 10 loci (step 1) typing of 102 Mtb patient isolates revealed 35.7% clustered cases. This proportion was reduced to 19.5% after hierarchical application of 2nd and 3rd step typing with the corresponding groups of loci. Our customized stepwise MIRU-VNTR genotyping approach reduced the quantity of samples to be typed and therefore overall processing time and costs by 42.6% each.

conclusionOur study shows that our customized stepwise MIRU-VNTR typing approach is a valid alternative of standard MIRI-VNTR typing panels for molecular epidemiological investigation in Georgia that saves time, workload and costs. Similar approaches could be developed for other settings.

Indexed as

Mycobacterium tuberculosisTuberculosisBacterial Typing TechniquesDNA, BacterialGenotypeGeorgiaHumansMinisatellite RepeatsMolecular EpidemiologyDNA, Bacterial

Identifiers

PMID35231041
PMCPMC8887741

What OpenQuestion holds

Textmetadata
LicenceCC0
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.