| Literature DB >> 28134321 |
Kang-Yi Su1,2, Bo-Shiun Yan3, Hao-Chieh Chiu1,2, Chong-Jen Yu4, So-Yi Chang3, Ruwen Jou5, Jia-Long Liu2, Po-Ren Hsueh2,4, Sung-Liang Yu1,2,6,7,8.
Abstract
The increasing incidence of multidrug-resistant (MDR) and extensively drug-resistant (XDR) Mycobacterium tuberculosis (MTB) adds further urgency for rapid and multiplex molecular testing to identify the MTB complex and drug susceptibility directly from sputum for disease control. A nucleotide matrix-assisted-laser-desorption-ionization time-of-flight mass spectrometry (MALDI-TOF MS)-based assay was developed to identify MTB (MTBID panel) and 45 chromosomal mutations for resistance to eight antibiotics (MTBDR panel). We conducted a 300 case trial from outpatients to evaluate this platform. An MTBID panel specifically identified MTB with as few as 10 chromosome DNA copies. The panel was 100% consistent with an acid-fast stain and culture for MTB, nontuberculous mycobacteria, and non-mycobacteria bacteria. The MTBDR panel was validated using 20 known MDR-MTB isolates. In a 64-case double-blind clinical isolates test, the sensitivity and specificity were 83% and 100%, respectively. In a 300-case raw sputum trial, the MTB identification sensitivity in smear-negative cases using MALDI-TOF MS was better than the COBAS assay (61.9% vs. 46.6%). Importantly, the failure rate of MALDI-TOF MS was better than COBAS (11.3% vs. 26.3%). To the best of our knowledge, the test described herein is the only multiplex test that predicts resistance for up to eight antibiotics with both sensitivity and flexibility.Entities:
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Year: 2017 PMID: 28134321 PMCID: PMC5278408 DOI: 10.1038/srep41486
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Probe localization for the MALDI-TOF MS MTB and NTM identification and specificity tests.
(A) Illustration of the MTB-specific detection probe located on the mce3B gene locus (Forward). (B) Illustration of the common NTM detection probe located on the gyrA gene locus (Forward). (C) MALDI-TOF MS specificity test. Mass spectra for the negative control, MTB, NTM (Mycobacterium fortuitum) and K. pneumoniae. A positive signal was identified as a peak shift from UEP to an additional nucleotide mass (represented as TB or NTM). Nucleotides in lower case in (A) represented additional mismatch nucleotides for mass adjustment in the following analysis. UEP, unextended probe.
Figure 2MALDI-TOF MS detection limit for MTB identification.
Genomic DNA extracted from M. tuberculosis H37Ra was serially diluted from 1000 to 5 copies in distilled water. The signal height was obtained using Type4 software. (A) Mass spectra of serial dilutions with various MTB copies. Positive signals are indicated by arrows. (B) Correlation between the diluted MTB copy number (theoretical copy number) and positive signal height from MALDI-TOF MS.
Comparison of Mycobacterial Identification using Acid-Fast Staining, Bacterial Culture and MALDI-TOF MS.
| patient ID | acid-fast bacilli | culture examination | rifampicin susceptibility | MALDI-TOF MS | ||
|---|---|---|---|---|---|---|
| TB | NTM | |||||
| 2986 | + | sensitive | + | + | − | |
| 3012 | + | sensitive | + | + | − | |
| 2994 | − | sensitive | + | + | − | |
| 2996 | − | sensitive | + | + | − | |
| 3014 | − | sensitive | + | + | − | |
| 2673 | + | NA | − | + | NA | |
| 2852 | + | MAC | NA | − | + | NA |
| 2834 | + | NA | − | + | NA | |
| 3013 | − | NA | − | + | NA | |
| 2993 | − | NA | − | + | NA | |
| 3009 | − | MAC | NA | − | + | NA |
| 8288 | − | negative | NA | − | − | NA |
| 8289 | − | negative | NA | − | − | NA |
| 8290 | − | negative | NA | − | − | NA |
MAC, Mycobacterium avium complex.
Comparison of Drug Resistant Gene Mutation Detection in Clinical Isolates by Sanger Sequencing and MALDI-TOF MS.
| Sample ID | MALDI-TOF MS | Drug Susceptibility Test | Sanger Sequencing | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Result | RIF | INH | Mutation for RIF | Mutation for INH | |||||||||
| MTB-01 | 533 | 315 | MDR | R | R | ||||||||
| MTB-02 | 531 | 497 | 43 | −15 | MDR | R | R | ||||||
| MTB-03 | 531 | 315 | 43 | MDR | R | R | |||||||
| MTB-04 | 522 | 306 | −15 | MDR | R | R | |||||||
| MTB-05 | 526 | MDR | R | R | |||||||||
| MTB-06 | 526 | 315 | MDR | R | R | ||||||||
| MTB-07 | 513 | 406 | 43 | MDR | R | R | |||||||
| MTB-08 | 531 | 315 | −15 | MDR | R | R | |||||||
| MTB-09 | 526 | 315 | MDR | R | R | ||||||||
| MTB-10 | 526 | 315 | MDR | R | R | ||||||||
| MTB-11 | 531 | 306 | MDR | R | R | INH: WT | |||||||
| MTB-12 | N | S | S | INH: WT | |||||||||
| MTB-13 | 315 | MDR | R | R | |||||||||
| MTB-14 | 315 | N | S | R | |||||||||
| MTB-15 | 315 | N | S | R | |||||||||
| MTB-16 | 516 | 497 | MDR | R | R | ||||||||
| MTB-17 | 531 | 315 | 306 | −15 | MDR | R | R | ||||||
| MTB-18 | 531 | MDR | R | R | |||||||||
| MTB-19 | 531 | 315 | MDR | R | R | ||||||||
| MTB-20 | N | S | S | ND | |||||||||
RIF, Rifampin; INH, Isoniazid.
Figure 3Correlation of drug-resistant gene mutations measured using the MALDI-TOF MS and culture-based drug susceptibility tests.
(A) Sixty-four clinical isolates with drug susceptibility test results were assessed for the drug-resistant gene mutation test using MALDI-TOF MS. Mutations were not identified in the all-sensitive drug isolates. Six isolates resistant to drugs did not exhibit a mutation using our testing panel. Mutations in the rpoB gene included five isolates at codon 516, one at codon 526, and 13 at codon 531; mutations in the katG gene were all at codon 315. Mutations in the inhA gene were all at the −15 nucleotide position, and mutations in the embB gene were all at codon 306. Mutations in the gene gyrA included two at codon 90 and five at codon 94, and mutations in the rpsL gene included one isolate at codon 88 and three at codon 43. (B–E) The mass spectrum of XDR-MTB (#14) (black solid line) overlapped with all-sensitive MTB (#9) (grey dotted line) and exhibited mutations in four genes, including rpoB (Ser531Leu) (B), katG (Ser315Thr) (C), embB (Met306Val) (D), and gyrA (Asp94Gly) (E).
Comparison of MTB identification by MALDI-TOF MS and Roche COBAS QPCR (n = 300).
| Detection Method | MTB Results | All Specimens (n = 300) | Smear-Negative Specimen (n = 289) | Smear-Positive Specimen (n = 11) | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MTB Culture Results | MTB Culture Results | MTB Culture Results | ||||||||||||||||||||
| + | − | Total | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | + | − | Total | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | + | − | Total | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | ||
| COBAS Taqman | ||||||||||||||||||||||
| + | 10 | 8 | 18 | 6 | 8 | 14 | 4 | 0 | 4 | |||||||||||||
| − | 22 (13) | 260 (66) | 282 (79) | 16 (9) | 259 (65) | 275 (74) | 6 (4) | 1 (1) | 7 (5) | |||||||||||||
| Total | 32 | 268 | 300 | 52.6 | 96.0 | 55.6 | 95.6 | 22 | 267 | 300 | 46.6 | 96.0 | 42.9 | 96.5 | 10 | 1 | 300 | 66.7 | 100.0 | 100.0 | 50.0 | |
| MALDI-TOF MS | ||||||||||||||||||||||
| + | 21 | 18 | 39 | 13 | 18 | 31 | 8 | 0 | 8 | |||||||||||||
| − | 11 (3) | 250 (31) | 261 (34) | 9 (1) | 249 (31) | 258 (32) | 2 (0) | 1 (0) | 3 (0) | |||||||||||||
| Total | 32 | 268 | 300 | 72.4 | 92.4 | 53.8 | 96.5 | 22 | 267 | 300 | 61.9 | 92.4 | 41.9 | 96.5 | 10 | 1 | 300 | 80.0 | 100.0 | 100.0 | 33.3 | |
MTB, Mycobacteria tuberculosis; QPCR, Quantitative polymerase chain reaction; PPV, Positive prediction value; NPV, Negative prediction value.
*The number in the bracket represented “undetermined/invalid” results.
**The sensitivity was calculated as “(No. of positive by detection method)/(total No. of MTB culture positive after undetermined/invalid No. in the bracket subtracted) × 100%”.
***The specificity was calculated as “(No. of negative by detection method after undetermined/invalid No. in the bracket subtracted)/(total No. of MTB culture negative after undetermined/invalid No. in the bracket subtracted) × 100%”.