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Integrating central nervous system metagenomics and host response for diagnosis of tuberculosis meningitis and its mimics

Authors :
P. S. Ramachandran
A. Ramesh
F. V. Creswell
A. Wapniarski
R. Narendra
C. M. Quinn
E. B. Tran
M. K. Rutakingirwa
A. S. Bangdiwala
E. Kagimu
K. T. Kandole
K. C. Zorn
L. Tugume
J. Kasibante
K. Ssebambulidde
M. Okirwoth
N. C. Bahr
A. Musubire
C. P. Skipper
C. Fouassier
A. Lyden
P. Serpa
G. Castaneda
S. Caldera
V. Ahyong
J. L. DeRisi
C. Langelier
E. D. Crawford
D. R. Boulware
D. B. Meya
M. R. Wilson
Source :
Nature Communications, Vol 13, Iss 1, Pp 1-12 (2022)
Publication Year :
2022
Publisher :
Nature Portfolio, 2022.

Abstract

Tuberculous meningitis is difficult to differentiate from meningitis caused by other pathogens. Here, the authors combine metagenomics-based pathogen detection in cerebrospinal fluid with a host gene expression-based machine learning classifier for diagnosis.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
13
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.867461ee71554502b141c59c90a9fca9
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-022-29353-x