Evidence map›Paper›PMID 22401962›Full record

ArticleTuberculosis (Edinburgh, Scotland)2012

Identifying multidrug resistant tuberculosis transmission hotspots using routinely collected data.

Justin Manjourides, Hsien-Ho Lin, Sonya Shin, Caroline Jeffery, Carmen Contreras, Janeth Santa Cruz, Oswaldo Jave, Martin Yagui, Luis Asencios, Marcello Pagano and 1 more

Abstract readMulticenter Study
In one paragraph

Article in Tuberculosis (Edinburgh, Scotland), 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
–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

15 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Spatial measurement errors in the field of spatial epidemiology.International journal of health geographics · 2016
    Article
  10. Article
  11. Article
  12. Article
  13. Geographical heterogeneity of multidrug-resistant tuberculosis in Georgia, January 2009 to June 2011.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2014
    Article
  14. Linking surveillance with action against drug-resistant tuberculosis.American journal of respiratory and critical care medicine · 2012
    Article
  15. On the spread and control of MDR-TB epidemics: an examination of trends in anti-tuberculosis drug resistance surveillance data.Drug resistance updates : reviews and commentaries in antimicrobial and anticancer chemotherapy
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Justin ManjouridesDepartment of Health Sciences, Northeastern University, USA. justin.manjourides@gmail.com
Hsien-Ho Lin
Sonya Shin
Caroline Jeffery
Carmen Contreras
Janeth Santa Cruz
Oswaldo Jave
Martin Yagui
Luis Asencios
Marcello Pagano
Ted Cohen

Funding

Understanding and controlling antibiotic resistanceU54GM088558 · NIGMS · HARVARD SCHOOL OF PUBLIC HEALTH · PI LIPSITCH, MARC · 2009 to 2018
$26.4M
Real-time surveillance to support dynamic and predictive models of MDR/XDR TBU19AI076217 · NIAID · BRIGHAM AND WOMEN'S HOSPITAL · PI MURRAY, MEGAN B · 2007 to 2011
$13.5M
BIOSTATISTICS/EPIDEMIOLOGY TRAINING GRANTS IN AIDST32AI007358 · NIAID · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI Michael David Hughes · 1989 to 2026
$12.4M
Statistical Methods for Analysis of Massive Genetic and Genomic Data in Cancer ResearchR35CA197449 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI XIHONG LIN · 2015 to 2026
$10.9M
Statistical Methods for the Spatio-Temporal Assessment of Social Disparities in CancerP01CA134294 · NCI · HARVARD SCHOOL OF PUBLIC HEALTH · PI DOMINICI, FRANCESCA, LIN, XIHONG · 2008 to 2017
$6.8M
Prevalence, risk factors and consequences of complex M. Tuberculosis infectionsDP2OD006663 · OD · BRIGHAM AND WOMEN'S HOSPITAL · PI COHEN, THEODORE H · 2010 to 2010
$2.7M
Statistical Model of the AIDS EpidemicR01EB006195 · NIBIB · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI PAGANO, MARCELLO · 2005 to 2008
$1.5M
NCI NIH HHS P01 CA134294NCI NIH HHS P01CA134294NCI NIH HHS R35 CA197449NIAID NIH HHS T32 AI007358NIAID NIH HHS T32AI07358NIAID NIH HHS U19 AI076217NIBIB NIH HHS R01EB0006195NIBIB NIH HHS R01 EB006195NIGMS NIH HHS U54 GM088558NIH HHS DP2 OD006663NIH HHS DP2OD006663PHS HHS U19A1076217
6 · The paper itself

Abstract

In most countries with large drug resistant tuberculosis epidemics, only those cases that are at highest risk of having MDRTB receive a drug sensitivity test (DST) at the time of diagnosis. Because of this prioritized testing, identification of MDRTB transmission hotspots in communities where TB cases do not receive DST is challenging, as any observed aggregation of MDRTB may reflect systematic differences in how testing is distributed in communities. We introduce a new disease mapping method, which estimates this missing information through probability-weighted locations, to identify geographic areas of increased risk of MDRTB transmission. We apply this method to routinely collected data from two districts in Lima, Peru over three consecutive years. This method identifies an area in the eastern part of Lima where previously untreated cases have increased risk of MDRTB. This may indicate an area of increased transmission of drug resistant disease, a finding that may otherwise have been missed by routine analysis of programmatic data. The risk of MDR among retreatment cases is also highest in these probable transmission hotspots, though a high level of MDR among retreatment cases is present throughout the study area. Identifying potential multidrug resistant tuberculosis (MDRTB) transmission hotspots may allow for targeted investigation and deployment of resources.

Indexed as

AlgorithmsAntitubercular AgentsDisease OutbreaksDrug Resistance, Multiple, BacterialGeographic Information SystemsHumansMicrobial Sensitivity TestsMycobacterium tuberculosisPeruRetreatmentRetrospective StudiesTuberculosis, Multidrug-ResistantAntitubercular Agents

Identifiers

PMID22401962
PMCPMC3323731

What OpenQuestion holds

Textmetadata
LicenceTDM
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.