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Updated: Jun 19, 2026
Synthesis, Characterization, and Application of Superparamagnetic Iron Oxide Nanoprobes for Extrapulmonary Tuberculosis Detection
Published on: February 16, 2020
Diagnostic Performance of Nanopore-targeted Sequencing for Sputum Smear-negative Pulmonary Tuberculosis: A
Wei Wei1, Xubin Zheng1,2,3, Lan Yao1
1Clinic and Research Centre of Tuberculosis, Shanghai Key Laboratory of Tuberculosis, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China.
Purpose:
To evaluate the diagnostic performance of nanopore-targeted sequencing (NTS) for sputum smear-negative pulmonary tuberculosis (PTB).
Methods:
In this retrospective study, bronchoalveolar lavage fluid from patients with suspected PTB and negative sputum smears was tested with NTS, Xpert MTB/RIF, and MGIT 960 culture at Shanghai Pulmonary Hospital (August 2022-March 2024). Sensitivity and specificity were evaluated against both microbiological and composite reference standards. Receiver operating characteristic curves were generated and Youden's index was employed to determine the optimal NTS cutoff.
Results:
Among the 249 participants enrolled, 100 were microbiologically confirmed PTB, 33 were probable PTB, and 116 were tuberculosis-negative. Under microbiological reference standard, the sensitivity of NTS was 0.940 (95% confidence interval [CI], 0.869-0.975), higher than Xpert MTB/RIF (0.840 [95% CI, 0.750-0.903]; P = .041) and MGIT 960 culture (0.640 [95% CI, 0.537-0.732]; both P < .001). The specificity of NTS was 0.776 (95% CI 0.687-0.846), compared to 0.974 (95% CI 0.921-0.993) for Xpert MTB/RIF and 1.000 (95% CI 0.960-1.000) for MGIT 960 culture. Excluding patients with prior PTB history, NTS specificity increased to 0.856 (95% CI, 0.766-0.916). According to Youden's index, when 4 Mycobacterium tuberculosis-specific sequence reads was defined as the optimal NTS cutoff for positive NTS result, the specificity of NTS rose to 0.907 (95% CI, 0.827-0.954).
Conclusions:
NTS offers rapid, highly sensitive detection of PTB in patients with low bacillary burden. Applying an optimal read-count cutoff and accounting for prior PTB history can enhance clinical utility.
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