1. Introduction
Tuberculosis (TB) is an infectious disease of major public health importance worldwide. Mainly caused by
Mycobacterium tuberculosis, TB mostly affects the lungs but can spread to other organs. In 2022, the World Health Organization (WHO) estimated that there were about 10 million new cases of TB, resulting in 1.3 million deaths [
1,
2]. The incidence of TB is disproportionately high in low- and middle-income countries, where factors such as malnutrition and co-infection with human immunodeficiency virus (HIV) and COVID-19 compound its impact [
3].
In Mexico, TB is considered a moderate-incidence disease, with an incidence rate of 28 cases per 100,000 inhabitants in 2021 [
4]. However, states bordering the United States, such as Baja California, have higher rates due to migrant populations [
5]. Baja California, in fact, registers the highest TB morbidity and mortality rates in the country, with an increase in the pulmonary TB morbidity rate from 46.5 in 2017 to 48.9 per 100,000 population in 2021 [
3]. In 2023, 2668 TB cases were diagnosed in Baja California, of which 2078 were pulmonary presentations [
3]. In 2020, Mexico reported more than 18,000 new cases and almost 2000 deaths from TB. However, it is important to note that underreporting of cases is a prevalent phenomenon in Mexico.
The diagnosis of tuberculosis (TB) is based on a combination of clinical, radiological, laboratory, pathological, and microbiological criteria [
6]. The microscopic examination of sputum for acid-fast bacilli (AFB) is the first step, using stains such as Ziehl–Neelsen or Kinyoun [
1,
7]. Culture tests should also be performed to determine antibiotic susceptibility and genotype. Molecular tests, such as Xpert MTB/RIF and linear probe assays, can identify
M. tuberculosis DNA and resistance to rifampicin and isoniazid [
1,
8]. Despite the efficacy of molecular tests, their implementation can be limited by infrastructure and cost. In recent years, the loop-mediated isothermal amplification technique (LAMP) has emerged as a promising tool for TB diagnosis [
9].
Currently, there are several modifications of LAMP for visualizing the results: one option is colorimetry using pH changes, and another is a lateral flow assay, which uses nucleic acids labeled with biotin and fluorescein (FITC and FAM, which we use).
The LAMP test has been proposed as a rapid, low-cost alternative that does not require sophisticated equipment and has been recommended by the WHO for the initial diagnosis of pulmonary TB, especially in resource-limited areas [
10]. This molecular technique offers a viable alternative to smear microscopy and culture tests, particularly in resource-limited settings, since it is a rapid, inexpensive, and easy-to-perform technique, allowing results to be obtained within 1–2 h [
11]. Unlike PCR, LAMP is performed at a constant temperature, which simplifies the process and reduces the need for sophisticated equipment [
12].
Advantages of the LAMP Technique
High sensitivity and specificity: Studies have shown that LAMP has a comparable sensitivity and specificity to the Xpert MTB/RIF assay. The sensitivity of LAMP can reach up to 94.9% in sputum or gastric aspirate samples [
13]. In some cases, an even higher sensitivity than microscopy has been reported. A meta-analysis of 26 studies evaluating a total of 9330 sputum samples, including 3069 culture-positive and 6261 culture-negative samples, demonstrated a sensitivity range of 68.7% to 100%, with a mean of 90%, and specificities ranging from 48% to 100%, with a mean of 95.4% [
14].
Simplicity and speed: LAMP is a simpler and faster process than culture tests or PCR, with results available in 1–2 h [
11].
Low cost: The cost per test of LAMP is lower than Xpert MTB/RIF, making it more accessible in resource-limited settings [
15,
16].
Inhibitor resistance: LAMP is less susceptible to inhibition by substances present in clinical samples, increasing its reliability [
17].
Direct visualization: The LAMP reaction produces a significant amount of amplified DNA, allowing the direct visualization of results without the need for complex equipment [
11,
18].
The WHO recommends the use of LAMP as an initial test for the diagnosis of pulmonary TB in adults and children, particularly in areas with limited resources and a high disease burden [
11]. Despite its advantages, it is important to keep in mind that the sensitivity of LAMP may vary depending on the type of sample used and the reference technique. A study conducted in 236 patients (117 suspected TB cases and 119 patients with nontuberculous lung disease) reported a sensitivity of 88.9% and a specificity of 94.4% for the detection of
M. tuberculosis in adults [
10].
The main objective of this study was to evaluate commercial LAMP testing in samples from patients with tuberculosis from different countries without specialized PCR diagnostic equipment.
In this study, we applied LAMP diagnosis to a population in the northern highlands region of Puebla, México, and different countries. We analyzed its sensitivity and specificity, comparing the results with those of AFB smear, culture, and Xpert tests.
2. Materials and Methods
Clinical samples were obtained from the tuberculosis diagnostic unit of the Mexican Health Secretariat of the State of Puebla, the ISSSTE Huauchinango Puebla Hospital Clinic, and the World Health Organization (different countries). A total of 198 samples were collected: 3 from gastric juice, 6 from expectoration, and 179 from sputum. Finally, 24 negative controls were obtained, of which 14 were blood samples, and 10 were oral cavity samples. Each sample was divided into three aliquots: one for mycobacterial culture, one for acid-fast bacillus (AFB) smear microscopy, and one for DNA extraction for the LAMP and Xpert test.
The sputum samples were processed using a decontamination and digestion protocol, specifically Petroff’s method, to eliminate the normal bacterial flora and facilitate the growth of mycobacteria. Each sample was treated with a 3% sodium hydroxide (NaOH) solution for 15 min, and then centrifuged and neutralized before inoculation into the culture medium. The processed simples were inoculated into a Löwenstein–Jensen (LJ) culture medium for the primary isolation of M. tuberculosis and incubated at 37 °C under aerobic conditions for 15 days. Colony morphology was subsequently examined through microscopic analysis. For confirmation, a sample from a colony was smeared onto a slide, stained using the Ziehl–Neelsen technique, and examined for the presence of acid-fast bacilli.
2.1. Bacylloscopy
A smear was prepared by spreading a thin layer of the sputum onto a glass slide, which was then air-dried. The smear was stained with carbol fuchsin, heated to facilitate dye penetration, decolorized with acid alcohol, and counterstained with methylene blue. The stained smear was examined under an optical microscope using a 100× oil immersion objective. Acid-fast bacilli (AFB) appeared as thin red bacilli against a blue background.
2.2. DNA Purification from Clinical Samples
The sputum samples were subjected to a decontamination treatment to remove unwanted bacteria and fungi. Samples were treated with a 3% sodium hydroxide (NaOH) solution for 15 min; for purification, a MagAttract HMW DNA Kit (Cat. No./ID: 67563) was used. A total of 200 µL was taken and placed in a 1.5 tube. Then, 300 µL of lysis buffer and 1 µL proteinase k (Promega Cat.# MC5005, Promega, Madison, WI, USA) were added and the sample incubated for 30 min at 60 °C, after which 25 µL of the previously homogenized magnetic beads was added, shaken for 1 min at room temperature, and allowed to stand for 5 min. The solution was then placed in a magnetic rack for 2 min at room temperature. The supernatant was removed and 500 µL of washing buffer was added, perfectly macerated, and allowed to stand for 2 min, after which the supernatant was removed and allowed to dry for 2 min. A total of 50 µL of the elution buffer previously heated to 60 °C was then added, perfectly macerated, and allowed to stand for 2 min. Finally, the supernatant with the purified DNA was collected.
2.3. Xpert Test
To determine the presence of M. tuberculosis in the samples using PCR, an Xpert MTB/RIF assay (Cepheid Inc., Sunnyvale, CA, USA, REF: GXMTB/RIF-US-10) was used. The procedure was carried out according to the manufacturer’s specifications. Briefly, 1 mL of the sample was taken and mixed with 2 mL of the Xpert sample reagent, vortexed thoroughly, and incubated for 15 min at room temperature. This mixture was transferred into an Xpert cartridge and inserted into the GeneXpert instrument.
2.4. Lamp Method
In this study, for the LAMP assay, a commercial TB-DxNet kit from AMUNET (MEXICO) (REF DLTB02) was used. This kit consists of one positive control, one negative control, and Eppendorf tubes containing lyophilized reaction reagents (Bst DNA polymerase, primers, dNTPs, and magnesium), with the primers already included and designed by AMUNET. A tube with diluent reagent and the Bionet multi-visualization system (REF DLTB02), which includes a test strip and its running buffer, are also provided. The assays were carried out according to the manufacturer’s specifications, with the following general steps: 20 µL of diluent solution was added to the tube with the lyophilized reagents, followed by 5 µL of the purified DNA from the sample (or the corresponding control). The mixture was incubated at 65 °C for 30 min in a thermoblock. The visualization of the results was performed using the Bionet multi-system, taking 10 µL of the reaction mixture and adding it to the tube with the running buffer. After briefly shaking, the mixture was applied to the test strip. A positive result is indicated by the appearance of two gray lines: the control line and the specific line of the sequence amplified by LAMP. In negative samples, only the control line will be observed. The absence of the control line or the isolated appearance of the amplification line were considered invalid results.
2.5. Statistical Analysis
In this study, a chi-square statistical test was used to analyze the sample types (
Table 1). Sensitivity was calculated using the formula Sensitivity = P/(P + FN), where P represents the positive cases correctly detected, and FN represents the false negatives. Similarly, specificity was determined using the formula Specificity = N/(N + FP), where N corresponds to the negative cases correctly identified and FP to the false positives. For the confidence interval, the following formula was used: CI
= Sensitivity ± Z
/No. Samples and C
Specificity = Specificity ± Z
/No. Samples, where Z is Z-score corresponding to the desired confidence level (1.96 for a 95% Cl). For statistical analysis, we used R-Studio software Version: 2025.05.1.
Table 1.
Samples collected in Mexico and those provided by the World Health Organization.
Table 1.
Samples collected in Mexico and those provided by the World Health Organization.
Population | Sample | No. | Diabetes | HIV+ | p-Value 1 |
---|
Mexico | Sputum | 77 | 46 | 7 | p = 0.071 |
Expectoration | 6 | 4 | 0 |
Gastric Juice | 3 | 1 | 1 |
Cepa CMTB | 2 | 0 | 0 |
Negative control | Leukocytes | 14 | 0 | 0 | |
Georgia | Sputum | 16 | 0 | 0 | |
Moldova | Sputum | 32 | 0 | 0 | |
Peru | Sputum | 21 | 0 | 0 | |
South Africa | Sputum | 24 | 0 | 0 | |
Vietnam | Sputum | 18 | 0 | 0 | |
3. Results
A total of 199 patient samples were obtained, distributed as follows: 87 from Mexico and 122 from different countries (Georgia, Moldova, Peru, South Africa, and Vietnam) and 14 negative controls. The sample types were sputum, expectoration, and gastric juice, as shown in
Table 1. Derived from the inclusion criteria, all samples obtained from the State of Puebla in Mexico were positive with the AFB smear, culture, and Xpert tests, and comparisons were made with the LAMP test. In the samples received from the World Health Organization, their distribution was as follows: samples positive for AFB smear, culture, and Xpert; samples positive for culture and Xpert; and samples negative for AFB smear, culture, and Xpert.
Table 2 shows the following distribution of groups: 127 true positive samples, 40 within the group of other positives (culture and Xpert positives), 24 true negatives (AFB smear, culture, and Xpert negatives), and 20 within the group of other negatives (negative culture and AFB smear). Of the 87 samples obtained from Puebla, Mexico, 51 also displayed type 2 diabetes, which shows a close relationship between diabetes and the risk of contagion with tuberculosis, as described by other authors.
To evaluate the effectiveness of the LAMP assay in detecting tuberculosis, a comparative analysis was performed with the other diagnostic tests. This analysis included all positive controls, both true positives and those classified as “other positives”. Sensitivity was calculated using the formula Sensitivity = P/(P + FN), where P represents the positive cases correctly detected and FN the false negatives. In the study, out of 167 positive samples, the LAMP test yielded three false negatives, resulting in a sensitivity of 96.20%. Similarly, specificity was determined using the formula Specificity = N/(N + FP), where N corresponds to the negative cases correctly identified and FP to the false positives.
The results indicated 44 true negatives and 8 false positives, which translated into a specificity of 84.61%. Additionally, a comparison restricted to the groups of “true positives” and “true negatives” was carried out, obtaining a sensitivity of 100% and a specificity of 92.30% for the LAMP test (
Table 3). Finally, when comparing the AFB smear test with the culture and Xpert results, it was observed that the sensitivity of the AFB smear test was 79.04% (
Table 3).
4. Discussion
In this study, several samples diagnosed with tuberculosis were evaluated using standard tests such as acid-fast bacilli smear (AFB smear), culture, and the commercial PCR test Xpert. Additionally, a commercial LAMP test, DxNet (AMUNET), was used. By using a commercial kit, we avoided manipulation that could lead to reagent contamination and possibly false positives. Furthermore, the samples were handled by healthcare personnel trained in sample handling.
The samples were classified into two main groups: those positive for all three standard tests (AFB smear, culture, and Xpert) and those negative for all three. The results obtained with the LAMP test showed a sensitivity and specificity greater than 90%, as detailed in the corresponding tables. Furthermore, 40 samples were identified as positive for culture and Xpert but negative for AFB smear, representing 23.95% of the total positive samples (167). This finding is consistent with previous studies reporting an approximate sensitivity of 64% when comparing culture and Xpert tests [
9].
The LAMP assay proved to be a promising tool for the diagnosis of tuberculosis in the studied population in Puebla, Mexico. The sensitivity and specificity results obtained are comparable to and even higher than those of other diagnostic tests, such as smear microscopy. Overall sensitivity and specificity: When comparing the LAMP assay with the culture and Xpert results (considered the gold standard), a sensitivity of 96.20% and a specificity of 84.61% were obtained. This indicates that the LAMP assay is capable of detecting most positive cases of TB, although it also presents a proportion of false positives. Comparison with true positives and negatives: When analyzing only the true positives (samples positive for AFB smear, culture, and Xpert) and the true negatives (samples negative for AFB smear, culture, and Xpert), the sensitivity of LAMP reached 100% and a specificity 92.30%. This suggests that the LAMP assay has a high performance in detecting confirmed cases of TB and in excluding negative cases. Performance in AFB smear-negative samples: An important finding was that 40 samples were positive for culture and Xpert but negative for AFB smear. This represents 23.95% of all positive samples. The LAMP assay detected a high percentage of these samples (92.5%), suggesting that it may be useful for diagnosing cases of TB that escape detection by smear microscopy. This is relevant since smear microscopy has limited sensitivity, especially in patients with a low bacterial load or in cases of extrapulmonary TB. Comparison with AFB smear: The sensitivity of the AFB smear test with respect to culture and Xpert was 76.04%. This reinforces the idea that smear microscopy has limitations in the detection of TB and that molecular tests like LAMP can improve diagnosis. Additional considerations: It is important to note that the study population included a significant number of patients with type 2 diabetes. Diabetes is a known risk factor for TB, and it could influence the clinical presentation and the results of diagnostic tests. In addition, some samples came from patients from other countries, which could introduce genetic variability in M. tuberculosis strains and affect the sensitivity of the tests. In summary, the LAMP assay proved to be a sensitive and specific tool for the diagnosis of TB in this study. Its ability to detect AFB smear-negative cases and its ease of implementation make it an attractive alternative, especially in resource-limited areas. However, it is important to consider the characteristics of the studied population and conduct further research to validate these results in different contexts.
The LAMP assay demonstrated high sensitivity and specificity for tuberculosis diagnosis, particularly in AFB smear-negative cases and in patients with comorbidities such as type 2 diabetes. Its ease of implementation makes it a viable option in resource-limited settings. However, it presents a proportion of false positives, and its sensitivity may be influenced by the genetic variability of M. tuberculosis across different populations. Additionally, this study focused on pulmonary TB and had a limited sample size, requiring further research to assess its performance in extrapulmonary TB and in comparison with other advanced molecular diagnostic tests.
In this study, the majority of samples were sputum; however, it is not limited to this type of samples. One of the limitations of this test is that it does not include the detection of resistant strains. Although most of the reports cited here use colorimetry or fluorescence for visualization, there are other results where they use lateral flow, such as the work of Xinggui Yang et al. 2021 and Yi Wang et al. 2021 [
19,
20]. In those works, the researchers highlight the ease of handling, and comment that colorimetry is less precise in low DNA concentrations. Although, in the present work, a comparison was not made between these methods, high specificity and sensitivity were obtained as reported in previous works. As shown in
Table 4, different studies have been conducted in different countries; however, at the time of writing this paper, no reports of LAMP studies in Mexico were found. In this study, we used samples from international sources and samples from Mexico, and we found no differences in sensitivity and specificity in our results.
5. Conclusions
The LAMP assay demonstrated high sensitivity and specificity for tuberculosis diagnosis, particularly in AFB smear-negative cases. Its ease of implementation makes it valuable in resource-limited settings, but false positives and M. tuberculosis genetic variability warrant further studies to validate its clinical application.
Author Contributions
M.R.-D. and P.S.-I. performed the experiments, analyzed and interpreted the data, and wrote the manuscript. C.P.-R., R.G.-A., D.E.-B., L.A.H., A.P.J.-I., J.L.G.-R., J.C.H.-M., V.H.R.-G., E.M.G.O., and G.L.B. collected the sputum samples and performed the LAMP test. M.R.-D., G.S.-C., Á.O.-S., and M.N.-Q. acquired, analyzed, or interpreted the data. O.F.-G. made substantial contributions to the conception of the study. M.R.-D. and M.N.-Q. designed the experiments for the tissue samples and wrote the manuscript. All authors have read and agreed to the published version of the manuscript.
Funding
Funding was provided by Budgetary Programme E015, Health Research and Technological Development Programme of ISSSTE, with the number DM-SRAH-3967-2024.
Institutional Review Board Statement
This protocol was approved on June 28, 2023, by the Research Ethics Committee of the Institute of Social Security and Services for Service Workers (COMBIOETICA: 21-CEI-001-20180314 and COFEPRIS: 17CI21114147). All procedures involving human participants were performed in accordance with the ethical standards of the institutional and national research committee and the 1964 Declaration of Helsinki and its later amendments or comparable ethical standards.
Informed Consent Statement
In this study, all participants agreed to take part by signing the informed consent.
Data Availability Statement
The datasets used in the present study are available from the corresponding author upon reasonable request.
Conflicts of Interest
The authors declare no conflicts of interest.
Abbreviations
The following abbreviations are used in this manuscript:
AFB | Acid-fast bacilli |
LAMP | Loop-mediated isothermal amplification |
TB | Tuberculosis |
HIV | Human Immunodeficiency Virus |
WHO | World Health Organization |
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Table 2.
The samples were classified as true positives, true negatives, other positives, or other negatives.
Table 2.
The samples were classified as true positives, true negatives, other positives, or other negatives.
Sample | Culture | AFB Smear | Xpert | LAMP |
---|
True positives | 127 + (100%) | 127 + (100%) | 127 + (100%) | 127 + (100%) |
Other positives | 40 + (100%) | Negative | 40 + (100%) | 37 + (92.5%) |
True negatives | 24 − (100%) | 24 − (100%) | 24 − (100%) | 22 − (91.6%) |
Other negatives | 20 − (100%) | 20 − (100%) | Positive | 14 − (70%) |
Table 3.
The evaluation of the LAMP test performance using different reference criteria.
Table 3.
The evaluation of the LAMP test performance using different reference criteria.
Test | LAMP TEST |
---|
Total | Positive | Negative | DSe/DSp |
---|
(a) All Positive (Culture and Xpert) | 167 | 164 (98.2%) | 3 (1.79%) | DSe = 96.20 ± 2.8 * |
(b) All Negative (Culture and Xpert) | 44 | 8 (18.2%) | 36 (81.81%) | DSp = 84.61 ± 10.6 |
(c) True Positive (Culture, Xpert, and AFB) | 127 | 127 (100%) | 0 (0%) | DSe = 100 ± 0.4 |
(d) True Negative (Culture, Xpert, and AFB) | 24 | 2 – (100%) | 22 (91.60%) | DSp = 92.30 ± 3.4 |
| AFB TEST |
(e) Positive (Culture and Xpert) | 167 | 127 (76.04%) | 40 (23.95%) | DSe = 76.04 ± 6.4 |
Table 4.
LAMP studies on tuberculosis in recent years.
Table 4.
LAMP studies on tuberculosis in recent years.
Country, Year | Detection Method | Title of Study | Sensitivity | Specificity |
---|
India, 2025 [19] | Fluorescence | Validation study of a novel, rapid, open-platform, real-time LAMP test for tuberculosis | 93.3 | 94.06 |
Japan, 2020 [20] | Fluorescence | Diagnostic performance of nucleic acid tests in tuberculous pleuritis | 26.5 | 97.6 |
India, 2019 [21] | Fluorescence /Lateral flow | Development and evaluation of rapid and specific sdaA LAMP-LFD assay with Xpert MTB/RIF assay for diagnosis of tuberculosis | ND | ND |
Thailand, 2019 [22] | Colorimetry | Loop-mediated isothermal amplification for rapid identification of Mycobacterium tuberculosis in comparison with immunochromatographic SD Bioline MPT64 Rapid in a high-burden setting | ND | ND |
Vietnam, 2018 [23] | Fluorescence | Evaluation of Loopamp™ MTBC detection kit for diagnosis of pulmonary tuberculosis at a peripheral laboratory in a high-burden setting | 95.1 | 80 |
India, 2017 [24] | Fluorescence Electrophoresis | Evaluation of improved IS6110 LAMP assay for diagnosis of pulmonary and extra pulmonary tuberculosis | 97.2 | 94.4 |
Morocco, 2016 [25] | Colorimetry | Development and evaluation of an in-house single-step loop-mediated isothermal amplification (SS-LAMP) assay for the detection of Mycobacterium tuberculosis complex in sputum samples from Moroccan patients | 82.93 | 99.14 |
Gambia, 2016 [26] | Fluorescence | Comparison of TB-LAMP, GeneXpert MTB/RIF, and culture for diagnosis of pulmonary tuberculosis in Gambia | 99 | 94 |
India, 2015 [27] | Fluorescence | Loop-mediated isothermal amplification as an alternative to PCR for the diagnosis of extra-pulmonary tuberculosis | 93.3 | 99.2 |
China, 2015 [28] | Fluorescence | Real-time fluorescence loop-mediated isothermal amplification (LAMP) for rapid and reliable diagnosis of pulmonary tuberculosis | 98 | 78.3 |
India, 2013 [29] | Fluorescence | Evaluation of in-house loop-mediated isothermal amplification (LAMP) assay for rapid diagnosis of M. tuberculosis in pulmonary specimens | 98.4 | 100 |
Nepal, 2008 [30] | Fluorescence and turbidimetry | Development of an in-house loop-mediated isothermal amplification (LAMP) assay for the detection of M. tuberculosis and evaluation in sputum samples of Nepalese patients | 100 | 94.2 |
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