Evidence map›Paper›PMID 36216964›Full record

ArticleScientific reports2022

Metagenomic DNA sequencing to quantify Mycobacterium tuberculosis DNA and diagnose tuberculosis.

Adrienne Chang, Omary Mzava, Liz-Audrey Kounatse Djomnang, Joan Sesing Lenz, Philip Burnham, Peter Kaplinsky, Alfred Andama, John Connelly, Christine M Bachman, Adithya Cattamanchi and 2 more

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
1.1field-weighted citation impact, top 23% 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

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 9 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Review
  4. Article
  5. Review
  6. Article
  7. MultigeneThe international journal of tuberculosis and lung disease : the official journal of the International Union against Tuberculosis and Lung Disease · 2025
    Article
  8. Review
  9. Article
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

12 authors at 5 institutions in 2 countries.

Adrienne ChangNancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA.
Omary MzavaNancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA.
Liz-Audrey Kounatse DjomnangNancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA.
Joan Sesing LenzNancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA.
Philip BurnhamNancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA.
Peter KaplinskyNancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA.
Alfred AndamaDepartment of Internal Medicine, Makerere University College of Health Sciences, Kampala, Uganda.
John ConnellyGlobal Health Labs, Bellevue, WA, USA.
Christine M BachmanGlobal Health Labs, Bellevue, WA, USA.
Adithya CattamanchiCenter for Tuberculosis and Division of Pulmonary and Critical Care Medicine, University of California San Francisco, San Francisco, CA, USA.
Amy SteadmanGlobal Health Labs, Bellevue, WA, USA.
Iwijn De VlaminckNancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA. vlaminck@cornell.edu.
Cornell University · USBellevue Hospital Center · USIntellectual Ventures (United States) · USMakerere University · UGUniversity of California, San Francisco · US

Funding

Research Mentoring and Building Capacity of underrepresented Minority Research Scientists in India.D43TW010540 · FIC · YALE UNIVERSITY · PI MICHELE BARRY, Eva Harris · 2017 to 2026
$15.5M
TRAINING IN MOLECULAR PHYSICS OF BIOLOGICAL SYSTEMST32GM008267 · NIGMS · CORNELL UNIVERSITY ITHACA · PI WANG, MICHELLE D. · 1988 to 2021
$9.6M
Epigenetic Profiling of circulating cell-free DNA for the Monitoring of Graft-Versus-Host Disease after Hematopoietic Cell TransplantationR01AI146165 · NIAID · CORNELL UNIVERSITY · PI DE VLAMINCK, IWIJN, RITZ, JEROME · 2020 to 2024
$3.4M
Metagenomic profiling of urinary cell-free DNA to monitor urinary tract infection after kidney transplantationR01AI151059 · NIAID · CORNELL UNIVERSITY · PI DADHANIA, DARSHANA, DE VLAMINCK, IWIJN · 2020 to 2024
$3.4M
Precision monitoring of kidney transplants via single-cell and single-molecule sequencingDP2AI138242 · NIAID · CORNELL UNIVERSITY · PI DE VLAMINCK, IWIJN · 2017 to 2017
$2.3M
Bill & Melinda Gates Foundation INV-003145FIC NIH HHS D43 TW010540NIAID NIH HHS DP2 AI138242NIAID NIH HHS R01 AI146165NIAID NIH HHS R01 AI151059NIGMS NIH HHS T32 GM008267
6 · The paper itself

Abstract

Tuberculosis (TB) remains a significant cause of mortality worldwide. Metagenomic next-generation sequencing has the potential to reveal biomarkers of active disease, identify coinfection, and improve detection for sputum-scarce or culture-negative cases. We conducted a large-scale comparative study of 428 plasma, urine, and oral swab samples from 334 individuals from TB endemic and non-endemic regions to evaluate the utility of a shotgun metagenomic DNA sequencing assay for tuberculosis diagnosis. We found that the composition of the control population had a strong impact on the measured performance of the diagnostic test: the use of a control population composed of individuals from a TB non-endemic region led to a test with nearly 100% specificity and sensitivity, whereas a control group composed of individuals from TB endemic regions exhibited a high background of nontuberculous mycobacterial DNA, limiting the diagnostic performance of the test. Using mathematical modeling and quantitative comparisons to matched qPCR data, we found that the burden of Mycobacterium tuberculosis DNA constitutes a very small fraction (0.04 or less) of the total abundance of DNA originating from mycobacteria in samples from TB endemic regions. Our findings suggest that the utility of a minimally invasive metagenomic sequencing assay for pulmonary tuberculosis diagnostics is limited by the low burden of M. tuberculosis and an overwhelming biological background of nontuberculous mycobacterial DNA.

Indexed as

Mycobacterium tuberculosisTuberculosisBiomarkersDNAHumansNontuberculous MycobacteriaSensitivity and SpecificitySequence Analysis, DNASputumBiomarkersDNA

Identifiers

PMID36216964
PMCPMC9551046
OpenAlexW4303984978

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.