| Literature DB >> 27149911 |
Yu Pang1, Haiyan Dong2, Yaoju Tan3, Yunfeng Deng4, Xingshan Cai3, Hui Jing4, Hui Xia1, Qiang Li1, Xichao Ou1, Biyi Su3, Xuezheng Li4, Zhiying Zhang2, Junchen Li2, Jiankang Zhang2, Shitong Huan5, Yanlin Zhao1.
Abstract
New diagnostic methods have provided a promising solution for rapid and reliable detection of drug-resistant TB strains. The aim of this study was to evaluate the performance of the MeltPro TB assay in identifying multidrug-resistant (MDR-) and extensively drug-resistant tuberculosis (XDR-TB) patients from sputum samples. The MeltPro TB assay was evaluated using sputum samples from 2057 smear-positive TB patients. Phenotypic Mycobacterial Growth Indicator Tube (MGIT) 960 drug susceptibility testing served as a reference standard. The sensitivity of the MeltPro TB assay was 94.2% for detecting resistance to rifampicin and 84.9% for detecting resistance to isoniazid. For second-line drugs, the assay showed a sensitivity of 83.3% for ofloxacin resistance, 75.0% for amikacin resistance, and 63.5% for kanamycin resistance. However, there was a significant difference for detecting kanamycin resistance between the two pilot sites in sensitivity, which was 53.2% in Guangdong and 81.5% in Shandong (P = 0.015). Overall, the MeltPro TB assay demonstrated good performance for the detection of MDR- and XDR-TB, with a sensitivity of 86.7% and 71.4%, respectively. The MeltPro TB assay is an excellent alternative for the detection of MDR- and XDR-TB cases in China, with high accuracy, short testing turn-around time, and low unit price compared with other tests.Entities:
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Year: 2016 PMID: 27149911 PMCID: PMC4858717 DOI: 10.1038/srep25330
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Flow diagram outlining patient enrollment and outcomes.
Performance of MeltPro for detecting rifampin-resistance.
| Pilot | MeltPro | DST | Total | Sensitivity (%, 95% CI) | Specificity (%, 95% CI) | PPV (%, 95% CI) | NPV (%, 95% CI) | |
|---|---|---|---|---|---|---|---|---|
| R | S | |||||||
| Shandong | R | 107 | 15 | 122 | 96.4(91.1–98.6) | 97.6(96.0–98.2) | 87.7(80.7–92.4) | 99.2(98.2–99.7) |
| S | 4 | 601 | 605 | |||||
| Total | 111 | 616 | 727 | |||||
| Guangzhou | R | 155 | 17 | 172 | 92.8(87.9–95.8) | 97.4(95.8–98.4) | 90.1(84.7–93.7) | 98.2(96.8–99.0) |
| S | 12 | 630 | 642 | |||||
| Total | 167 | 647 | 814 | |||||
| Total | R | 262 | 32 | 294 | 94.2(90.9–96.4) | 97.5(96.4–98.2) | 89.1(85.0–92.2) | 98.7(97.9–99.2) |
| S | 16 | 1231 | 1247 | |||||
| Total | 278 | 1263 | 1541 | |||||
Abbreviations: DST = drug susceptibility test, R = resistant, S = sensitive, PPV = positive predictive value, NPV = negative predictive value.
Performance of MeltPro for detecting isoniazid-resistance.
| Pilot | MeltPro | DST | Total | Sensitivity (%, 95% CI) | Specificity (%, 95% CI) | PPV (%, 95% CI) | NPV (%, 95% CI) | |
|---|---|---|---|---|---|---|---|---|
| R | S | |||||||
| Shandong | R | 134 | 13 | 147 | 86.4(80.2–91.0) | 97.7(96.2–98.7) | 91.2(85.5–94.8) | 96.4(94.5–97.6) |
| S | 21 | 559 | 580 | |||||
| Total | 155 | 572 | 727 | |||||
| Guangzhou | R | 197 | 10 | 207 | 83.8(78.6–88.0) | 98.3(96.8–99.1) | 95.2(91.3–97.4) | 93.7(91.5–95.4) |
| S | 38 | 569 | 607 | |||||
| Total | 235 | 579 | 814 | |||||
| Total | R | 331 | 23 | 354 | 84.9(81.0–88.1) | 98.0(97.0–98.7) | 93.5(90.4–95.6) | 95.0(93.6–96.1) |
| S | 59 | 1128 | 1187 | |||||
| Total | 390 | 1151 | 1541 | |||||
Performance of MeltPro for detecting multi-drug resistance.
| Pilot | MeltPro | DST | Total | Sensitivity (%, 95% CI) | Specificity (%, 95% CI) | PPV (%, 95% CI) | NPV (%, 95% CI) | |
|---|---|---|---|---|---|---|---|---|
| R | S | |||||||
| Shandong | R | 85 | 14 | 99 | 87.6(79.6–92.8) | 97.8(96.3–98.7) | 85.9(77.6–91.4) | 98.1(96.7–98.9) |
| S | 12 | 616 | 628 | |||||
| Total | 97 | 630 | 727 | |||||
| Guangzhou | R | 130 | 16 | 146 | 86.1(79. 7–90.7) | 97.6(96.1–98.5) | 89.0(82.9–93.1) | 96.9(95.2–97.9) |
| S | 21 | 647 | 668 | |||||
| Total | 151 | 663 | 814 | |||||
| Total | R | 215 | 30 | 245 | 86.7(81.9–90.4) | 97.7(96.7–98.4) | 87.8(83.1–91.3) | 97.4(96.4–98.2) |
| S | 33 | 1263 | 1296 | |||||
| Total | 248 | 1293 | 1541 | |||||
Performance of MeltPro for detecting ofloxcin-resistance.
| Pilot | MeltPro | DST | Total | Sensitivity (%, 95% CI) | Specificity (%, 95% CI) | PPV (%, 95% CI) | NPV (%, 95% CI) | |
|---|---|---|---|---|---|---|---|---|
| R | S | |||||||
| Shandong | R | 99 | 18 | 117 | 86.1(78.6–91.2) | 97.1(95.4–98.1) | 84.6(77.0–90.0) | 97.4(95.8–98.4) |
| S | 16 | 594 | 610 | |||||
| Total | 115 | 612 | 727 | |||||
| Guangzhou | R | 106 | 7 | 113 | 80.9(73.3–86.7) | 99.0(97.9–99.5) | 93.8(87.8–97.0) | 96.4(94.8–97.6) |
| S | 25 | 676 | 701 | |||||
| Total | 131 | 683 | 814 | |||||
| Total | R | 205 | 25 | 230 | 83.3(78.2–87.5) | 98.1(97.2–98.7) | 89.1(84.4–92.5) | 96.9(95.8–97.7) |
| S | 41 | 1270 | 1311 | |||||
| Total | 246 | 1295 | 1541 | |||||
Performance of MeltPro for detecting amikacin-resistance.
| Pilot | MeltPro | DST | Total | Sensitivity (%, 95% CI) | Specificity (%, 95% CI) | PPV (%, 95% CI) | NPV (%, 95% CI) | |
|---|---|---|---|---|---|---|---|---|
| R | S | |||||||
| Shandong | R | 19 | 8 | 27 | 76.0(56.6–88.5) | 98.9(97.8–99.4) | 70.4(51.5–84.2) | 99.1(98.1–99.6) |
| S | 6 | 694 | 700 | |||||
| Total | 25 | 702 | 727 | |||||
| Guangzhou | R | 20 | 12 | 32 | 74.1(55.3–86.8) | 98.5(97.4–99.1) | 62.5(45.2–77.1) | 99.1(98.2–99.6) |
| S | 7 | 775 | 782 | |||||
| Total | 27 | 787 | 814 | |||||
| Total | R | 39 | 20 | 59 | 75.0(61.8–84.8) | 98.7(97.9–99.1) | 66.1(53.4–76.9) | 99.1(98.5–99.5) |
| S | 13 | 1469 | 1482 | |||||
| Total | 52 | 1489 | 1541 | |||||
Performance of MeltPro for detecting kanamycin-resistance.
| Pilot | MeltPro | DST | Total | Sensitivity (%, 95% CI) | Specificity (%, 95% CI) | PPV (%, 95% CI) | NPV (%, 95% CI) | |
|---|---|---|---|---|---|---|---|---|
| R | S | |||||||
| Shandong | R | 22 | 5 | 27 | 81.5(63.3–91.8) | 99.3(98.3–99.7) | 81.5(63.3–91.8) | 99.3(98.3–99.7) |
| S | 5 | 695 | 700 | |||||
| Total | 27 | 700 | 727 | |||||
| Guangzhou | R | 25 | 7 | 32 | 53.2(39.2–66.7) | 99.1(98.1–99.6) | 78.1(61.2–89.0) | 97.2(95.8–98.1) |
| S | 22 | 760 | 782 | |||||
| Total | 47 | 767 | 814 | |||||
| Total | R | 47 | 12 | 59 | 63.5(52.1–73.6) | 99.2(98.6–99.5) | 79.7(67.7–88.0) | 98.2(97.4–98.7) |
| S | 27 | 1455 | 1482 | |||||
| Total | 74 | 1467 | 1541 | |||||
Detection of mutations conferring KAN resistance by DNA sequencing in MTB isolates.
| Locus | Mutation type | No. of isolates (%) | ||
|---|---|---|---|---|
| Shandong | Guangdong | Total | ||
| A1401G | 20(74.1) | 19(40.4) | 39(52.7) | |
| C1402T | 0(0.0) | 2(4.3) | 2(2.7) | |
| G1484T | 0(0.0) | 1(2.1) | 1(1.4) | |
| −10G→→A | 2(7.4) | 2(4.3) | 4(5.4) | |
| −12C→→T | 0(0.0) | 1(2.1) | 1(1.4) | |
| −14G→→T | 0(0.0) | 1(2.1) | 1(1.4) | |
| None | 5(18.5) | 21(44.7) | 26(35.1) | |
| Total | 27(100.0) | 47(100.0) | 74(100.0) | |
aStatistical analysis is performed to compare the proportion of KAN-resistant isolates harboring genetic mutation between Shandong and Guangdong (χ2 = 5.13, P = 0.023).
Performance of MeltPro for detecting extensive drug-resistance.
| Pilot | MeltPro | DST | Total | Sensitivity (%, 95% CI) | Specificity (%, 95% CI) | PPV (%, 95% CI) | NPV (%, 95% CI) | |
|---|---|---|---|---|---|---|---|---|
| R | S | |||||||
| Shandong | R | 16 | 3 | 19 | 88.9(67.2–96.9) | 99.6(98.8–99.8) | 84.2(62.4–94.5) | 99.7(99.0–99.9) |
| S | 2 | 706 | 708 | |||||
| Total | 18 | 709 | 727 | |||||
| Guangzhou | R | 14 | 3 | 17 | 58.3(38.8–75.5) | 99.6(98.9–99.9) | 82.4(59.0–93.8) | 98.8(97.7–99.3) |
| S | 10 | 787 | 797 | |||||
| Total | 24 | 790 | 814 | |||||
| Total | R | 30 | 6 | 36 | 71.4(56.4–82.8) | 99.6(99.1–99.8) | 83.3(68.1–92.1) | 99.2(98.6–99.5) |
| S | 12 | 1493 | 1505 | |||||
| Total | 42 | 1499 | 1541 | |||||
Comparison of the performance and cost of various molecular diagnostic tools.
| Diagnostic tools | Reference | Target sequence(s) | Performance | Turnaround time (hours) | Need for special equipment | Cost per kit (USD) | |||
|---|---|---|---|---|---|---|---|---|---|
| RIF | INH | ||||||||
| Sensitivity (%) | Specificity(%) | Sensitivity(%) | Specificity(%) | ||||||
| GeneXpert | RIF: | 95 | 98 | NA | NA | 2.5 | Yes | 45 | |
| Genechip | RIF: | 87.6 | 98.0 | 80.3 | 95.8 | 6 | Yes | 30 | |
| GenoType MTBDR V1.0 | RIF: | 97.1 | 97.1 | 94.4 | 96.4 | 6 | Yes | 30 | |
| GenoType MTBDR V2.0 | RIF: | 98.2 | 97.8 | 95.4 | 98.9 | 6 | Yes | NA | |
| MeltPro | Data from this study | RIF: | 94.2 | 97.5 | 84.9 | 98.0 | 3.5 | No | 25 |
aRIF: rifampicin; INH: isonizid; NA: not available.
bCosts are calculated according to the market price for clinical practice in China.