Literature DB >> 19935116

Evaluation of latent class analysis and decision thresholds to guide the diagnosis of pediatric tuberculosis in a Rwandan reference hospital.

Lisine Tuyisenge1, C Patrick Ndimubanzi, Gilles Ndayisaba, Narcisse Muganga, Joris Menten, Marleen Boelaert, Jef Van den Ende.   

Abstract

SETTING: A pediatric ward of a university hospital in Kigali, Rwanda, a region with a high HIV seroprevalence.
OBJECTIVE: To estimate the diagnostic accuracy of symptoms, signs, and paraclinical investigations for tuberculosis in children, and to propose a clinical rule based on the results.
DESIGN: During a 2-year period all children with cough for more than 2 weeks and/or fever for more than 2 weeks and/or reported weight loss were prospectively included. A set of clinical and paraclinical data were analyzed with latent class analysis. Comparison of post-test probability based on this analysis with a therapeutic threshold for TB was used to develop a guideline.
RESULTS: In the 309 children HIV prevalence was 56%, bacteriology was positive in 9%, and the tuberculin skin test (TST) was >10 mm in 20%. TB prevalence was 32%. Bacteriology and TST had a specificity of 97% and cough had a sensitivity of 91%. Decision analysis suggests treating children presenting one of the inclusion criteria, combined with positive bacteriology or TST >10 mm or contact with a TB patient.
CONCLUSIONS: Latent class analysis confirmed earlier identified predictors for TB and allowed development of an easy to use clinical rule, applicable in reference hospitals of countries with high HIV endemicity.

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Mesh:

Year:  2010        PMID: 19935116     DOI: 10.1097/INF.0b013e3181c61ddb

Source DB:  PubMed          Journal:  Pediatr Infect Dis J        ISSN: 0891-3668            Impact factor:   2.129


  9 in total

1.  Diagnostic Test Accuracy in Childhood Pulmonary Tuberculosis: A Bayesian Latent Class Analysis.

Authors:  Samuel G Schumacher; Maarten van Smeden; Nandini Dendukuri; Lawrence Joseph; Mark P Nicol; Madhukar Pai; Heather J Zar
Journal:  Am J Epidemiol       Date:  2016-10-13       Impact factor: 4.897

2.  Diagnostic performance tests for suspected scaphoid fractures differ with conventional and latent class analysis.

Authors:  Geert A Buijze; Wouter H Mallee; Frank J P Beeres; Timothy E Hanson; Wesley O Johnson; David Ring
Journal:  Clin Orthop Relat Res       Date:  2011-09-30       Impact factor: 4.176

3.  Yield of screening for TB and HIV among children failing to thrive in Botswana.

Authors:  Tonya Arscott-Mills; Ari Ho-Foster; Margaret Lowenstein; Haruna Jibril; Japhter Masunge; Phanuel Mweemba; Paul Nashara; Robert Makombe; Joconiah Chirenda; Harvey M Friedman; Andrew P Steenhoff; Nurit Harari
Journal:  J Trop Pediatr       Date:  2013-08-27       Impact factor: 1.165

4.  Adherence to self-administered tuberculosis treatment in a high HIV-prevalence setting: a cross-sectional survey in Homa Bay, Kenya.

Authors:  Fabienne Nackers; Helena Huerga; Emmanuelle Espié; Apollo Odongo Aloo; Mathieu Bastard; Jean-François Etard; Joseph Sitienei; Francis Varaine; Jeremiah Chakaya; Maryline Bonnet
Journal:  PLoS One       Date:  2012-03-12       Impact factor: 3.240

5.  Intensified specimen collection to improve tuberculosis diagnosis in children from Rural South Africa, an observational study.

Authors:  Tania A Thomas; Scott K Heysell; Prashini Moodley; Romualde Montreuil; Xia Ha; Gerald Friedland; Sheila A Bamber; Anthony P Moll; Neel Gandhi; William E Brant; Willem Sturm; Sarita Shah
Journal:  BMC Infect Dis       Date:  2014-01-09       Impact factor: 3.090

6.  A latent class approach for sepsis diagnosis supports use of procalcitonin in the emergency room for diagnosis of severe sepsis.

Authors:  Fabián A Jaimes; Gisela D De La Rosa; Marta L Valencia; Clara M Arango; Carlos I Gomez; Alex Garcia; Sigifredo Ospina; Susana C Osorno; Adriana I Henao
Journal:  BMC Anesthesiol       Date:  2013-09-19       Impact factor: 2.217

7.  How do physicians decide to treat: an empirical evaluation of the threshold model.

Authors:  Benjamin Djulbegovic; Shira Elqayam; Tea Reljic; Iztok Hozo; Branko Miladinovic; Athanasios Tsalatsanis; Ambuj Kumar; Jason Beckstead; Stephanie Taylor; Janice Cannon-Bowers
Journal:  BMC Med Inform Decis Mak       Date:  2014-06-05       Impact factor: 2.796

8.  The "Buruli Score": Development of a Multivariable Prediction Model for Diagnosis of Mycobacterium ulcerans Infection in Individuals with Ulcerative Skin Lesions, Akonolinga, Cameroon.

Authors:  Yolanda K Mueller; Mathieu Bastard; Patrick Nkemenang; Eric Comte; Geneviève Ehounou; Sara Eyangoh; Barbara Rusch; Earnest Njih Tabah; Laurence Toutous Trellu; Jean-Francois Etard
Journal:  PLoS Negl Trop Dis       Date:  2016-04-05

9.  Diagnostic Accuracy of the INSHI Consensus Case Definition for the Diagnosis of Paradoxical Tuberculosis-IRIS.

Authors:  Cari Stek; Jozefien Buyze; Joris Menten; Charlotte Schutz; Friedrich Thienemann; Lisette Blumenthal; Gary Maartens; Tom Boyles; Robert J Wilkinson; Graeme Meintjes; Lutgarde Lynen
Journal:  J Acquir Immune Defic Syndr       Date:  2021-04-15       Impact factor: 3.771

  9 in total

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