Evidence map›Paper›PMID 36381621›Full record

ArticleOpen forum infectious diseases2022

Development of a Clinical Prediction Score Including Monocyte-to-Lymphocyte Ratio to Inform Tuberculosis Treatment Among Children With HIV: A Multicountry Study.

Amyn A Malik, Neel R Gandhi, Olivier Marcy, Elisabetta Walters, Mathurin Tejiokem, Giang Do Chau, Saad B Omer, Timothy L Lash, Mercedes C Becerra, Irene N Njuguna and 5 more

Open access · goldAbstract read
In one paragraph

Article in Open forum infectious diseases, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
0.8field-weighted citation impact, top 27% of its field
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

8 citing papers in PubMed, 10 citations in OpenAlex.

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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

15 authors at 8 institutions in 7 countries.

Amyn A MalikDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.ORCID https://orcid.org/0000-0003-4875-9916
Neel R GandhiDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.
Olivier MarcyEpidemiology and Public Health Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia.ORCID https://orcid.org/0000-0003-3350-112X
Elisabetta WaltersDesmond Tutu TB Centre, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.
Mathurin TejiokemCentre Pasteur du Cameroon, Yaoundé, Cameroon.
Giang Do ChauGiang Do Chau, Pham Ngoc Thach Hospital, Vietnam.
Saad B OmerYale Institute for Global Health, New Haven, Connecticut, USA.
Timothy L LashDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.
Mercedes C BecerraDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA.
Irene N NjugunaDepartment of Research and Programs, Kenyatta National Hospital, Nairobi, Kenya.
Sylvia M LaCourseDepartment of Global Health, University of Washington, Seattle, Washington, USA.ORCID https://orcid.org/0000-0002-9809-5997
Elizabeth Maleche-ObimboDepartment of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya.
Dalton WamalwaDepartment of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya.
Grace C John-StewartDepartment of Global Health, University of Washington, Seattle, Washington, USA.
Lisa M CranmerDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.
Emory University · USUniversity of Washington · USUniversity of Nairobi · KEBrigham and Women's Hospital · USCentre Pasteur du Cameroun · CMDesmond Tutu HIV Foundation · ZAUniversité de Bordeaux · FRYale University · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Implementing a Maternal health and PRegnancy Outcomes Vision for Everyone (IMPROVE)UL1TR002378 · NCATS · EMORY UNIVERSITY · PI Andres J Garcia, Elizabeth O. Ofili · 2017 to 2026
$92.1M
Virology and Molecular Biomarkers CoreP30AI050409 · NIAID · EMORY UNIVERSITY · PI Ann M Chahroudi, Colleen F Kelley · 2002 to 2026
$74.0M
Role of antigen-specific T cell responses in the control of TBU19AI111211 · NIAID · EMORY UNIVERSITY · PI GANDHI, NEEL RAJNIKANT · 2014 to 2020
$20.1M
Emory/Georgia TB Research Advancement Center (TRAC)P30AI168386 · NIAID · EMORY UNIVERSITY · PI Neel Rajnikant Gandhi, Jyothi Rengarajan · 2022 to 2026
$5.8M
Mentorship in Patient-Oriented Research in Tuberculosis, HIV and Global HealthK24AI114444 · NIAID · EMORY UNIVERSITY · PI GANDHI, NEEL RAJNIKANT · 2014 to 2023
$1.8M
The role of antibodies in infant TB preventionK23AI143479 · NIAID · EMORY UNIVERSITY · PI CRANMER, LISA M · 2019 to 2023
$950k
Understanding the role of schools in supporting HIV treatment outcomes among HIV infected adolescentsK43TW011422 · FIC · KENYATTA NATIONAL HOSPITAL · PI NJUGUNA, IRENE NYAMBURA · 2020 to 2024
$603k
FIC NIH HHS K43 TW011422NCATS NIH HHS UL1 TR001863NCATS NIH HHS UL1 TR002378NIAID NIH HHS K23 AI143479NIAID NIH HHS K24 AI114444NIAID NIH HHS P30 AI050409NIAID NIH HHS P30 AI168386NIAID NIH HHS U19 AI111211
6 · The paper itself

Abstract

Background: Clinical pediatric tuberculosis (TB) diagnosis may lead to overdiagnosis particularly among children with human immunodeficiency virus (CHIV). We assessed the performance of monocyte-lymphocyte ratio (MLR) as a diagnostic biomarker and constructed a clinical prediction score to improve specificity of TB diagnosis in CHIV with limited access to microbiologic testing. Methods: We pooled data from cohorts of children aged ≤13 years from Vietnam, Cameroon, and South Africa to validate the use of MLR ≥0.378, previously found as a TB diagnostic marker among CHIV. Using multivariable logistic regression, we created an internally validated prediction score for diagnosis of TB disease in CHIV. Results: The combined cohort had 601 children (median age, 1.9 [interquartile range, 0.9-5.3] years); 300 (50%) children were male, and 283 (47%) had HIV. Elevated MLR ≥0.378 had sensitivity of 36% (95% confidence interval [CI], 23%-51%) and specificity of 79% (95% CI, 71%-86%) among CHIV in the validation cohort. A model using MLR ≥0.28, age ≥4 years, tuberculin skin testing ≥5 mm, TB contact history, fever >2 weeks, and chest radiograph suggestive of TB predicted active TB disease in CHIV with an area under the receiver operating characteristic curve of 0.85. A prediction score of ≥5 points had a sensitivity of 94% and specificity of 48% to identify confirmed TB, and a sensitivity of 82% and specificity of 48% to identify confirmed and unconfirmed TB groups combined. Conclusions: Our score has comparable sensitivity and specificity to algorithms including microbiological testing and should enable clinicians to rapidly initiate TB treatment among CHIV when microbiological testing is unavailable.

Indexed as

biomarkerHIVpediatric TBprediction scoreTB diagnosis

Identifiers

PMID36381621
PMCPMC9645646
OpenAlexW4306250041

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.