| Literature DB >> 27775039 |
Vigneshwaran Mani1, Bhairav Paleja1, Karima Larbi1, Pavanish Kumar1, Jo Ann Tay1, Jie Yee Siew1, Fatih Inci2, ShuQi Wang3,4,5, Cynthia Chee6, Yee Tang Wang6, Utkan Demirci2, Gennaro De Libero1,7, Amit Singhal1.
Abstract
Access to point-of-care (POC), rapid, inexpensive, sensitive, and instrument-free tests for the diagnosis of tuberculosis (TB) remains a major challenge. Here, we report a simple and low-cost microchip-based TB ELISA (MTBE) platform for the detection of anti-mycobacterial IgG in plasma samples in less than 15 minutes. The MTBE employs a flow-less, magnet-actuated, bead-based ELISA for simultaneous detection of IgG responses against multiple mycobacterial antigens. Anti-trehalose 6,6'-dimycolate (TDM) IgG responses were the strongest predictor for differentiating active tuberculosis (ATB) from healthy controls (HC) and latent tuberculosis infections (LTBI). The TDM-based MTBE demonstrated superior sensitivity compared to sputum microscopy (72% vs. 56%) with 80% and 63% positivity among smear-positive and smear-negative confirmed ATB samples, respectively. Receiver operating characteristic analysis indicated good accuracy for differentiating ATB from HC (AUC = 0.77). Thus, TDM-based MTBE can be potentially used as a screening device for rapid diagnosis of active TB at the POC.Entities:
Year: 2016 PMID: 27775039 PMCID: PMC5075771 DOI: 10.1038/srep35845
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Performance of TDM based magnetic bead (MB) ELISA with conventional plate bound assay.
Comparison of the distribution of anti-TDM IgG responses in the plasma of active TB (ATB) and healthy control (HC) individuals determined using (A) MB ELISA where plasma was diluted 125-fold in 5% BSA buffer. (B) Conventional plate ELISA where plasma was diluted 2500-fold in 5% BSA. N = 40, ATB = 19 and HC = 21 (***P = 0.0003 for MB ELISA; ***P = 0.0007 for plate ELISA). (C) Correlation of anti-TDM plasma IgG responses using the MB ELISA and a conventional plate ELISA.
Figure 2Illustration of MTBE for simultaneous detection of IgG response against multiple Mtb antigens for TB diagnosis.
(A) Schematic representation of a microchip employing magnet-actuated MB ELISA for the simultaneous detection of glycolipid, protein, and a mixture of glycolipid + protein-specific IgG antibodies in the plasma of ATB, latent TB infection (LTBI) and HC individuals. MTBE is performed by simultaneous actuation of antigen-coated MBs in each chamber through sequentially arranged reagents using six magnets below for incubation/washing. The overall time of the test from sample addition to detection is 15 min. (B) Photographs of MTBE before (left) and after 15 min (right) from addition of plasma sample.
Figure 3Distribution of IgG responses determined by MTBE against independent antigens in the plasma of ATB and HC individuals.
Antigens included (A) TDM, (B) 38 kDa, (C) Ag85A. The plasma in the MTBE was diluted 200-fold in 5% BSA. N = 106, ATB = 65, and HC = 41 (**P = 0.0012, ****P < 0.0001) (D) ROC curves for plasma IgG assays for individual antigens for differentiating ATB from HC individuals.
Evaluation of serodiagnostic potential of each antigen and their combinations.
| Active TB vs. Healthy controls | |||||
|---|---|---|---|---|---|
| Antigen | Sensitivity (%) | Specificity (%) | Positive predictive value (PPV) % | Negative predictive value (NPV) % | ROC, AUC |
| TDM | 72 | 76 | 82 | 63 | 0.77 |
| 38 kDa | 48 | 76 | 76 | 48 | 0.69 |
| Ag85A | 52 | 76 | 77 | 50 | 0.74 |
| TDM + 38 kDa | 65 | 76 | 81 | 57 | 0.77 |
| TDM + Ag85A | 71 | 76 | 82 | 62 | 0.80 |
Figure 4Patterns of reactivity of plasma to antigens in ATB, HC, and LTBI individuals.
The heat map shows the reactivity of plasma to individual antigens, and their combinations. Each column represents the response observed in one plasma sample and each row depicts the response to different antigens or their combinations. Normalised OD values (row z-scores) are visualised as a colour spectrum as shown. The heat map was generated using R statistical computing software, using z-score = (x−μ)/σ, where x is an individual’s OD response, μ is mean of OD response from all individuals (N = 146) for each antigen and σ is the standard deviation. N = 146; ATB = 65; LTBI = 40; HC = 41.
Percentage of IgG-positive samples classified according to sputum smear test and culture test.
| Antigen | Smear-positive culture confirmed cases (%) | Smear-negative culture confirmed cases (%) | Culture-positive confirmed cases (%) | Culture-negative confirmed cases (%) |
|---|---|---|---|---|
| TDM | 80 | 63 | 77 | 61 |
| 38 kDa | 46 | 52 | 45 | 69 |
| Ag85A | 49 | 59 | 51 | 69 |
| TDM + 38 kDa | 66 | 67 | 68 | 61 |
| TDM + Ag85A | 77 | 67 | 72 | 77 |
Figure 5Distribution of anti-TDM IgG response among classified ATB samples.
(A) Samples were classified based on AFB sputum smear grade. N = 62; -ve = 28; 1+ = 11; 2+ = 11; 3+ = 8 and 4+ = 4 (**P = 0.002 *P = 0.013). (B) Samples were classified according to culture test results. Culture positive, N = 47; culture negative N = 13 (*P = 0.0312).
Comparison of minimum specifications recommended for POC TB testing10.
| Features | WHO minimum specifications | Microchip TB ELISA (Current assay) | Sputum microscopy (Conventional technique) | Cepheid’s GeneXpert |
|---|---|---|---|---|
| Type of assay | NA | Microchip-based | Direct acid-fast bacilli (mycobacteria) detection | Polymerase chain reaction based detection |
| Biomarkers | NA | Antibody response to trehalose dimycolate ( | Whole | Automated system that performs detection of Mtb |
| Sample matrix | NA | Plasma/Serum/Blood | Sputum | Sputum |
| Time to results | 3 h max; desirable 15 min | 15 min | 2 h | 2 hr |
| Sample preparation | 3 steps maximum. -Can be performed in BSL-1 Ability to use small volumes | 2-step assay, collect the sample & add to the chip followed by detection -Can be performed in BSL-1 | 1-step assay, sputum samples are stained and examined under a microscope -Can be performed in BSL-1 | -2 step assay -Decontamination of sputum, followed by addition of sample to cartridge |
| Laboratory infrastructure | NA | No | No | Yes |
| Throughput | 20 tests per day by a single operator | 24–32 tests/day by a single operator | >20 tests per day by a single operator | Up to 16 tests per day by a single operator using GeneXpert IV |
| Waste disposable | Environmentally acceptable disposable as simple burying or burning | Chip burying may be possible | Slides can be buried | NR |
| Instrumentation | -Maintenance free -Robust in tropical conditions -Acceptable replacement cost -Must fit in backpack, be shock-resistant and work from battery | -Single disposable chip per test - potential device does not require complex instrumentation, thus low replacement cost -potential prototype device can be easily fitted inside a backpack | -Single disposable slides -Yes, requires only a microscope -Not possible to be carried on a backpack | -Maintenance required -Associated replacement cost -Bulky instrumentation |
| Possibility of POC application at resource limited settings | Yes | Yes | No (GeneXpert can be adopted only at community level as it needs basic laboratory infrastructure) | |
| Cost | Below $10 per test | <U.S. $10 -Low cost of chip -Use of low volume of reagents -Easy to perform | $1 per test -low cost of slides -Microscopes are widely available | $17620 instrument $10–15 per cartridge Needs skilled personnel |
| Sensitivity (Adult) | Smear positive 95% Smear negative 60–80% | Smear positive 80% Smear negative 63% (ATB vs. HC) | 34–60% | Smear positive 98% Smear negative 68% (ATB vs H) |
| Sensitivity (children) | 80% | NP | 10–20% | 67% |
| Specificity | 95% | 75% (ATB vs. HC) | Needs to be confirmed with other methods, cannot differentiate | 98% |
NA: not applicable, NP: not performed, NR: not reported.