Peripheral blood microbiome signature and Mycobacterium tuberculosis-derived rsRNA as diagnostic biomarkers for tuberculosis in human.

Peripheral blood microbiome signature and Mycobacterium tuberculosis-derived rsRNA as diagnostic biomarkers for tuberculosis in human.

Publication date: Feb 19, 2025

Tuberculosis (TB) is a major global health issue. Early diagnosis of TB is still a challenge. Studies are seeking non-sputum biomarker-based TB test. Emerging evidence indicates potential significance of blood microbiome signatures for diseases. However, blood microbiome RNA profiles are unknown in TB. We aimed to characterize the blood microbiome of TB patients and identify Mycobacterium tuberculosis (Mtb) genome-derived small RNA molecules to serve as diagnostic biomarkers for TB. RNA sequencing data of the blood from TB patients and healthy controls were retrieved from the NCBI-SRA database for analyzing the blood microbiome and identifying rRNA-derived small RNA (rsRNA) of Mtb. Small RNA-seq was performed on plasma exosomes from TB patients and healthy controls. The levels of the candidate Mtb rsRNAs were determined by real-time quantitative reverse transcription PCR (RT-qPCR) on plasma from a separate cohort of 73 TB patients and 62 healthy controls. The blood microbiome of TB patients consisted of RNA signals from bacteria, fungi, archaea, and viruses, with bacteria accounting for more than 97% of the total. Reduced blood microbial diversity and abundance of 6 Mycobacterium-associated bacterial genera, including Mycobacterium, Priestia, Nocardioides, Agrobacterium, Bradyrhizobium, and Escherichia, were significantly altered in the blood of TB patients. A diagnostic model for TB based on the 6 genera achieved an area under the curve (AUC) of 0. 8945. rsRNAs mapped to the Mtb genome were identified from blood and plasma exosomes of TB patients. RT-qPCR results showed that 2 Mtb-derived rsRNAs, 16 S-L1 and 16 S-L2, could be used as diagnostic biomarkers to differentiate TB patients from healthy controls, with a high co-diagnostic efficacy (AUC = 0. 7197). A panel of blood microbiome signatures and Mtb-derived rsRNAs can serve as blood biomarkers for TB diagnosis.

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Concepts Keywords
Mycobacterium Biomarker
Pcr Blood
Tuberculosis Diagnosis
Viruses Microbiome
rsRNA
Tuberculosis

Semantics

Type Source Name
disease IDO blood
disease MESH tuberculosis
pathway KEGG Tuberculosis
disease IDO bacteria
pathway REACTOME Reproduction
disease MESH Laboratory Infection
disease MESH death
drug DRUGBANK Rifampicin
drug DRUGBANK Coenzyme M
disease IDO nucleic acid
disease MESH infection
disease IDO host
disease MESH tic
disease IDO homo sapiens
disease MESH concomitant disease
drug DRUGBANK Methionine
disease IDO country
disease IDO process
drug DRUGBANK Trimebutine
drug DRUGBANK Ademetionine
disease MESH lung diseases
disease MESH gastrointestinal disorders
drug DRUGBANK Edetic Acid
disease IDO reagent
drug DRUGBANK Ciclosporin
disease IDO algorithm
drug DRUGBANK Saquinavir
drug DRUGBANK Proline
disease IDO pathogen
disease MESH inflammation
disease MESH secondary infections
disease MESH oxidative stress
disease MESH COPD
disease IDO commensal
drug DRUGBANK Oxygen
pathway REACTOME Antimicrobial peptides
disease IDO production
pathway KEGG Tight junction
disease MESH clinical significance
disease MESH bacteremia
drug DRUGBANK Nitrogen
disease MESH liver cirrhosis
disease IDO opportunistic pathogen
disease MESH colitis
disease MESH syndrome
disease IDO history
disease IDO replication
pathway REACTOME Metabolism
pathway REACTOME Apoptosis
disease MESH bacterial infections
drug DRUGBANK Methylergometrine
disease MESH PRRs
disease IDO susceptibility
disease IDO assay
disease IDO quality
disease MESH dysbiosis
disease MESH Tuberculous meningitis
disease MESH pulmonary tuberculosis
disease MESH Colorectal Cancer
pathway KEGG Colorectal cancer
disease MESH portal hypertension
disease MESH rheumatoid arthritis
pathway KEGG Rheumatoid arthritis
disease MESH HIV infection
pathway REACTOME HIV Infection
disease IDO cell
disease MESH interstitial pneumonia
drug DRUGBANK Butyric Acid
disease MESH heart failure
disease MESH brain dead
disease MESH cardiovascular disease
disease MESH polycystic ovary syndrome
disease MESH diabetes mellitus
drug DRUGBANK Carboxyamidotriazole
drug DRUGBANK Guanosine
disease MESH inflammatory bowel disease
pathway KEGG Inflammatory bowel disease
disease MESH Conjunctivitis
drug DRUGBANK (S)-Des-Me-Ampa
disease MESH pulmonary alveolar proteinosis
drug DRUGBANK Eszopiclone
disease MESH cirrhosis
pathway KEGG Ribosome
disease MESH malignancies
disease MESH Blood Cancer
drug DRUGBANK Calusterone

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