Научная статья на тему 'NEXT-GENERATION SEQUENCING OF DRUG RESISTANT MYCOBACTERIUM TUBERCULOSIS CLINICAL ISOLATES IN LOW-INCIDENCE COUNTRIES'

NEXT-GENERATION SEQUENCING OF DRUG RESISTANT MYCOBACTERIUM TUBERCULOSIS CLINICAL ISOLATES IN LOW-INCIDENCE COUNTRIES Текст научной статьи по специальности «Биологические науки»

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ТУБЕРКУЛЕЗ / MYCOBACTERIUM TUBERCULOSIS / ЛЕКАРСТВЕННО-УСТОЙЧИВЫЙ ТУБЕРКУЛЕЗ / ТУБЕРКУЛЕЗ С МНОЖЕСТВЕННОЙ ЛЕКАРСТВЕННОЙ УСТОЙЧИВОСТЬЮ / СЕКВЕНИРОВАНИЕ СЛЕДУЮЩЕГО ПОКОЛЕНИЯ / ION TORRENT / ФЕНОТИПИЧЕСКОЕ ОПРЕДЕЛЕНИЕ ЛЕКАРСТВЕННОЙ ЧУВСТВИТЕЛЬНОСТИ / TUBERCULOSIS / DRUG RESISTANT TUBERCULOSIS / MULTIDRUG RESISTANT TUBERCULOSIS / NEXT-GENERATION SEQUENCING / PHENOTYPIC DRUG SUSCEPTIBILITY TESTING

Аннотация научной статьи по биологическим наукам, автор научной работы — Sodja E., Toplak N., Koren S., Kovač M., Truden S.

Drug resistant tuberculosis (TB), especially multidrug (MDR) and extensively drug-resistant (XDR) TB, is still a serious problem in global TB control. Slovenia and North Macedonia are low-incidence countries with TB incidence rates of 5.4 and 10.4 in 2017, respectively. In both countries, the percentage of drug resistant TB is very low with sporadic cases of MDR-TB. However, global burden of drug-resistant TB continues to increase imposing huge impact on public health systems and strongly stimulating the detection of gene variants related with drug resistance in TB. Next-generation sequencing (NGS) can provide comprehensive analysis of gene variants linked to drug resistance in Mycobacterium tuberculosis. Therefore, the aim of our study was to examine the feasibility of a full-length gene analysis for the drug resistance related genes (inhA, katG, rpoB, embB) using Ion Torrent technology and to compare the NGS results with those obtained from conventional phenotypic drug susceptibility testing (DST) in TB isolates. Between 1996 and 2017, we retrospectively selected 56 TB strains from our National mycobacterial culture collection. Of those, 33 TB isolates from Slovenian patients were isolated from various clinical samples and subjected to phenotypic DST testing in Laboratory for Mycobacteria (University Clinic Golnik, Slovenia). The remaining 23 TB isolates were isolated from Macedonian patients and sent to our laboratory for assistance in phenotypic DST testing. TB strains included were either mono-, poly- or multidrug resistant. For control purposes, we also randomly selected five TB strains susceptible to first-line anti-TB drugs. High concordance between genetic (Ion Torrent technology) and standard phenotypic DST testing for isoniazid, rifampicin and ethambutol was observed, with percent of agreement of 77%, 93.4% and 93.3%, sensitivities of 68.2%, 100% and 100%, and specificities of 100%, 80% and 88.2%, respectively. In conclusion, the genotypic DST using Ion Torrent semiconductor NGS successfully predicted drug resistance with significant shortening of time needed to obtain the resistance profiles from several weeks to just a few days.

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СЕКВЕНИРОВАНИЕ СЛЕДУЮЩЕГО ПОКОЛЕНИЯ ЛЕКАРСТВЕННОУСТОЙЧИВЫХ КЛИНИЧЕСКИХ ИЗОЛЯТОВ MYCOBACTERIUM TUBERCULOSIS В СТРАНАХ С НИЗКИМ УРОВНЕМ ЗАБОЛЕВАЕМОСТИ

Лекарственноустойчивый туберкулез (ЛУ-ТБ), особенно ТБ с множественной лекарственной устойчивостью (МЛУ-ТБ) и ТБ с широкой лекарственной устойчивостью (ШЛУ-ТБ), до сих пор представляет серьезную проблему глобального контроля ЛУ-ТБ. Словения и Северная Македония являются странами с низким низким уровнем заболеваемости ЛУ-ТБ, которые в 2017 г. составили 5,4 и 10,4 на 100 тыс. населения, соответственно. В обеих странах доля ЛУ-ТБ крайне низка, выявляются лишь спорадические случаи МЛУ-ТБ. Однако глобальный уровень ЛУ-ТБ продолжает расти, оказывая существенное влияние на систему здравоохранения, а также способствуя обнаружению генетических вариантов, связанных с ЛУ-ТБ. Секвенирование следующего поколения (next generation sequencing [NGS]) может предоставить возможность глубокого анализа генетических вариаций, ассоциированных с лекарственной устойчивостью Mycobacterium tuberculosis. Целью настоящего исследования была оценка применимости анализа таких генов (inhA, katG, rpoB, embB) с использованием технологии Ion Torrent и сравнения данных NGS и стандартного фенотипического определения лекарственной чувствительности (drug susceptibility testing [DST]) изолятов ЛУ-ТБ. Было проведено ретроспективное исследование 56 ЛУ-ТБ штаммов, полученных в течение 1996-2017 гг. из Национальной коллекции культур микобактерий (Голник, Словения). Из них, 33 изолята было получено от пациентов из Словении из различных клинических образцов, подвергнутых фенотипическому тестированию DST в Лаборатории микобактерий (University Clinic Golnik, Slovenia). Остальные 23 изолята были выделены от пациентов из Северной Македонии, и переданы в нашу лабораторию для помощи в проведении тестирования DST. ЛУТБ штаммы обладали моно-, полиили множественной лекарственной устойчивостью. В качестве контрольных образцов были использованы случайным образом отобранные пять штаммов, чувствительных к противотуберкулезным препаратам первого ряда. В результате, показана высокая степень соответствия между генетическими (Ion Torrent) данными и результатами стандартного фенотипического DST для изониазида, рифампицина и этамбутола, с показателем согласия 77, 93,4 и 93,3%, чувствительностью - 68,2, 100 и 100%, специфичностью - 100, 80 и 88,2% соответственно. Таким образом, генотипическое тестирование лекарственной устойчивости с применением NGS в формате полупроводниковой технологии Ion Torrent успешно выявило лекарственную устойчивость с резким сокращением времени, необходимого для получения профиля резистентности - с нескольких недель до двух дней.

Текст научной работы на тему «NEXT-GENERATION SEQUENCING OF DRUG RESISTANT MYCOBACTERIUM TUBERCULOSIS CLINICAL ISOLATES IN LOW-INCIDENCE COUNTRIES»

Original articles Оригинальные статьи

Russian Journal of Infection and Immunity = Infektsiya i immunitet Инфекция и иммунитет

2019, vol. 9, no. 5-6, pp. 773-778 2019, Т. 9, № 5-6, с. 773-778

NEXT-GENERATION SEQUENCING OF DRUG RESISTANT MYCOBACTERIUM TUBERCULOSIS CLINICAL ISOLATES IN LOW-INCIDENCE COUNTRIES

E. Sodjaa, N. Toplakb, S. Korenb, M. Kovacb, S. Trudena, M. Zolnir-Dovca

a University Clinic of Respiratory and Allergic Diseases Golnik, Golnik, Slovenia b Omega d.o.o., Ljubljana, Slovenia

Abstract. Drug resistant tuberculosis (TB), especially multidrug (MDR) and extensively drug-resistant (XDR) TB, is still a serious problem in global TB control. Slovenia and North Macedonia are low-incidence countries with TB incidence rates of 5.4 and 10.4 in 2017, respectively. In both countries, the percentage of drug resistant TB is very low with sporadic cases of MDR-TB. However, global burden of drug-resistant TB continues to increase imposing huge impact on public health systems and strongly stimulating the detection of gene variants related with drug resistance in TB. Next-generation sequencing (NGS) can provide comprehensive analysis of gene variants linked to drug resistance in Mycobacterium tuberculosis. Therefore, the aim of our study was to examine the feasibility of a full-length gene analysis for the drug resistance related genes (inhA, katG, rpoB, embB) using Ion Torrent technology and to compare the NGS results with those obtained from conventional phenotypic drug susceptibility testing (DST) in TB isolates. Between 1996 and 2017, we retrospectively selected 56 TB strains from our National mycobacterial culture collection. Of those, 33 TB isolates from Slovenian patients were isolated from various clinical samples and subjected to phenotypic DST testing in Laboratory for Mycobacteria (University Clinic Golnik, Slovenia). The remaining 23 TB isolates were isolated from Macedonian patients and sent to our laboratory for assistance in phenotypic DST testing. TB strains included were either mono-, poly- or multidrug resistant. For control purposes, we also randomly selected five TB strains susceptible to first-line anti-TB drugs. High concordance between genetic (Ion Torrent technology) and standard phenotypic DST testing for isoniazid, rifampicin and ethambutol was observed, with percent of agreement of 77%, 93.4% and 93.3%, sensitivities of 68.2%, 100% and 100%, and specificities of 100%, 80% and 88.2%, respectively. In conclusion, the genotypic DST using Ion Torrent semiconductor NGS successfully predicted drug resistance with significant shortening of time needed to obtain the resistance profiles from several weeks to just a few days.

Key words: tuberculosis, Mycobacterium tuberculosis, drug resistant tuberculosis, multidrug resistant tuberculosis, next-generation sequencing, Ion Torrent, phenotypic drug susceptibility testing.

Адрес для переписки:

Содья Эва

Голник 36, 4204 Голник, Словения, Национальная референс-

лаборатория, Университетская клиника респираторных

и аллергических заболеваний.

Тел.: +386 4 2569 409. Факс: +386 4 2569 117.

E-mail: eva.sodja@klinika-golnik.si

Библиографическое описание:

Содья Э., Топлак Н., Корен С., Ковач М., Труден С., Жолнир-Довч М. Секвенирование следующего поколения лекарственноустойчивых клинических изолятов Mycobacterium tuberculosis в странах с низким уровнем заболеваемости // Инфекция и иммунитет. 2019. Т. 9, № 5-6. С. 773-778. doi: 10.15789/2220-7619-2019-5-6-773-778

© Sodja E. et al., 2019

Contacts:

Sodja Eva

Golnik 36, 4204 Golnik, Slovenia, National Reference Laboratory, University Clinic of Respiratory and Allergic Diseases Golnik. Phone: +386 4 2569 409. Fax: +386 4 2569 117. E-mail: eva.sodja@klinika-golnik.si

Citation:

Sodja E., Toplak N., Koren S., Kovac M., Truden S., Zolnir-Dovc M. Next-generation sequencing of drug resistant Mycobacterium tuberculosis clinical isolates in low-incidence countries // Russian Journal of Infection and Immunity = Infektsiya i immunitet, 2019, vol. 9, no. 5-6, pp. 773-778. doi: 10.15789/2220-7619-2019-5-6-773-778

DOI: http://dx.doi.org/10.15789/2220-7619-2019-5-6-773-778

СЕКВЕНИРОВАНИЕ СЛЕДУЮЩЕГО ПОКОЛЕНИЯ ЛЕКАРСТВЕННОУСТОЙЧИВЫХ КЛИНИЧЕСКИХ ИЗОЛЯТОВ MYCOBACTERIUM TUBERCULOSIS В СТРАНАХ С НИЗКИМ УРОВНЕМ ЗАБОЛЕВАЕМОСТИ

Содья Э.1, Топлак Н.2, Корен С.2, Ковач М.2, Труден С.1, Жолнир-Довч М.1

1 Университетская клиника респираторных и аллергических болезней, Голник, Словения

2 Omega d.o.o, Любляна, Словения

Резюме. Лекарственноустойчивый туберкулез (ЛУ-ТБ), особенно ТБ с множественной лекарственной устойчивостью (МЛУ-ТБ) и ТБ с широкой лекарственной устойчивостью (ШЛУ-ТБ), до сих пор представляет серьезную проблему глобального контроля ЛУ-ТБ. Словения и Северная Македония являются странами с низким низким уровнем заболеваемости ЛУ-ТБ, которые в 2017 г. составили 5,4 и 10,4 на 100 тыс. населения, соответственно. В обеих странах доля ЛУ-ТБ крайне низка, выявляются лишь спорадические случаи МЛУ-ТБ. Однако глобальный уровень ЛУ-ТБ продолжает расти, оказывая существенное влияние на систему здравоохранения, а также способствуя обнаружению генетических вариантов, связанных с ЛУ-ТБ. Секвени-рование следующего поколения (next generation sequencing [NGS]) может предоставить возможность глубокого анализа генетических вариаций, ассоциированных с лекарственной устойчивостью Mycobacterium tuberculosis. Целью настоящего исследования была оценка применимости анализа таких генов (inhA, katG, rpoB, embB) с использованием технологии Ion Torrent и сравнения данных NGS и стандартного фенотипического определения лекарственной чувствительности (drug susceptibility testing [DST]) изолятов ЛУ-ТБ. Было проведено ретроспективное исследование 56 ЛУ-ТБ штаммов, полученных в течение 1996—2017 гг. из Национальной коллекции культур микобактерий (Голник, Словения). Из них, 33 изолята было получено от пациентов из Словении из различных клинических образцов, подвергнутых фенотипическому тестированию DST в Лаборатории микобактерий (University Clinic Golnik, Slovenia). Остальные 23 изолята были выделены от пациентов из Северной Македонии, и переданы в нашу лабораторию для помощи в проведении тестирования DST. ЛУ-ТБ штаммы обладали моно-, поли- или множественной лекарственной устойчивостью. В качестве контрольных образцов были использованы случайным образом отобранные пять штаммов, чувствительных к противотуберкулезным препаратам первого ряда. В результате, показана высокая степень соответствия между генетическими (Ion Torrent) данными и результатами стандартного фенотипического DST для изониазида, рифампицина и этамбутола, с показателем согласия 77, 93,4 и 93,3%, чувствительностью — 68,2, 100 и 100%, специфичностью — 100, 80 и 88,2% соответственно. Таким образом, генотипическое тестирование лекарственной устойчивости с применением NGS в формате полупроводниковой технологии Ion Torrent успешно выявило лекарственную устойчивость с резким сокращением времени, необходимого для получения профиля резистентности — с нескольких недель до двух дней.

Ключевые слова: туберкулез, Mycobacterium tuberculosis, лекарственноустойчивый туберкулез, туберкулез с множественной лекарственной устойчивостью, секвенирование следующего поколения, Ion Torrent, фенотипическое определение лекарственной чувствительности.

Introduction

Mycobacterium tuberculosis (MT), an obligate pathogen that causes tuberculosis (TB), is highly transmissible agent with significant morbidity and mortality. Global strategies to treat and control TB are designed to accurately and rapidly diagnose, treat and reduce the transmission of TB. The increasing burden of multidrug resistant (MDR) and extensively drug-resistant (XDR) TB is a serious problem in global TB control. Slovenia and North Macedonia are countries with low incidence of TB cases with incidence rates 5.4 and 10.6 in 2017, respectively [1]. Moreover, in Slovenia in the period between 1996 and 2017 the average percentage of any drug resistance against isoniazid (INH), rifampicin (RIF), pyrazi-namide (PZA), ethambutol (EMB) and streptomycin (SM) was 4.13%, dropping from 6.55% in 1996 to 1.89% in 2017. In the same period, 25 sporadic MDR-TB cases were observed with the last two cases

of MDR-TB noted in 2009 and in 2017. For North Macedonia, the average percentage of any drug resistance against INH, RIF, EMB and SM (they do not perform DST testing for PZA) was higher and accounted for 10.84%, dropping from 9.93% in 2001 to 5.81% in 2017. During 1996 and 2017 75 MDR-TB cases were observed in North Macedonia with MDR-TB cases appearing each year [2,3,4].

Currently, the reference method for determining drug resistance in clinical laboratory is culture based drug susceptibility testing (DST), using either solid or liquid media. However, this method is labour-intensive, time-consuming (due to slow growth of MT it takes weeks to months to obtain DST results), technically challenging and requires handling viable and potentially infectious cultures of MT bacilli [1].

As alternative to phenotypic DST, several commercially available molecular assays rapidly detect common mutations related to resistance to iso-niazid, rifampicin and some second-line anti-TB

drugs. GeneXpert MTB/RIF Ultra assay (Cepheid, Sunnyvale, CA, USA) is a real-time PCR based assay that detects resistance directly from sputum samples. On the other hand, there are several line probe assays recommended by WHO, including GenoType MTBDRplus and MTBDRsl (Hain Lifescience, Nehren, Germany) and Nipro NTM + MDRTB II (Nipro Corporation, Osaka, Japan). However, the mechanisms of drug resistance are complex and not completely understood. Therefore, one of the main limitations of such molecular tests is that they evaluate only limited number of mutations linked with drug resistance in TB [9].

In recent years, significant and continued progress in next-generation sequencing (NGS) made this technology a promising clinical tool in comprehensive analysis of gene variants linked to drug resistance in TB [9]. Besides known mutations, NGS facilitates the discovery of novel variants in the entire coding regions of several genes previously implicated in MDR and/or XDR-TB resistance [9].

In this study, we examined the feasibility of a full-length gene analysis for the drug resistance related genes using Ion Torrent technology and compared the results with those obtained from conventional phenotypic drug susceptibility testing (DST) in 61

TB isolates. In this short paper, we compare molecular results with phenotypic DST results for isoniazid (INH), rifampicin (RIF) and ethambutol (EMB), anti-TB drugs used in first-line treatment regimens.

Materials and methods

TB strains. Between 1996 and 2017, we retrospectively selected 33 TB strains that were isolated from various clinical samples of Slovenian patients and subjected to phenotypic DST testing according to routine procedures in Laboratory for Mycobacteria (University Clinic Golnik, Slovenia). Between years 1999 and 2010, National Laboratory for Mycobacteria (Institute for Pulmonary Diseases and Tuberculosis Skopje, North Macedonia) sent to our laboratory 23 TB strains for assistance in phenotypic DST testing. TB strains included were either mono-, poly- or MDR resistant. For control purposes, we also randomly selected five TB strains susceptible to first-line anti-TB drugs. Detailed information about the type of resistance is presented in Table 1.

Phenotypic drug susceptibility (DST) testing. Phenotypic drug resistance to first-line drugs was determined using Bactec MGIT 960 System (BD) from pure culture of MT strains. Critical concentrations

Table 1. Distribution of Mycobacterium tuberculosis (MT) strains included in the study according to resistance profile and country of origin

Country of origin (survey period)

Resistance profile Slovenia North Macedonia* Number of TB patients

(1996-2017) (1999-2010)

Sensitive 5 0 5

Mono-resistance 11 0 11

INH 2 0 2

RIF 3 0 3

PZA 6 0 6

Poly-resistance 6 1 7

PZA+SM 3 0 3

INH+PZA+SM 1 0 1

INH+PZA 2 0 2

INH+EMB+PZA+SM+FLQ 0 1 1

MDR 16 22 38

INH+RIF 1 7 8

INH+RIF+SM 1 0 1

INH+RIF+EMB 0 1 1

INH+RIF+PZA 0 3 3

INH+RIF+EMB+PZA 1 1 2

INH+RIF+EMB+SM 2 3 5

INH+RIF+PZA+SM 1 0 1

INH+RIF+EMB+PZA+SM 8 6 14

INH+RIF+EMB+PZA+SM+FLQ 2 1 3

Total 38 23 61

Notes. INH: Isoniazid; RIF: Rifampicin; EMB: Ethambutol; PZA: Pyrazlnamlde; SM: Streptomycin; FLQ: fluoroquinolones (either ofloxacin, ciprofloxacin or moxlfloxacln); MDR: multi-drug resistance; resistance to (at least) INH and RIF; 'National Laboratory for Mycobacteria (Institute for Pulmonary Diseases and Tuberculosis Skopje, North Macedonia) sent 23 TB strains for assistance in phenotypic DST testing.

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DNA extraction. Mycobacterial genomic DNA was isolated from pure cultures of M. tuberculosis using previously described protocol [13]. Purified genomic DNA was stored at -20 °C in Slovenian National Mycobacterial DNA Collection until further analysis.

AmpliSeq Library preparation, sequencing, data analysis and interpretation. Nucleic acid quality and quantity were assessed using NanoDrop 2000 (Thermo Scientific) followed by agarose gel electro-phoresis. All DNA samples were normalized to 10 ng in 15 ^l of starting sample dilution. To identify gene variants related with drug resistance in genomic DNA extracted from MT isolates, AmpliSeq libraries were generated using the AmpliSeq™ Kit for Chef DL8 and the Ion AmpliSeq TB Research Panel. This panel amplifies 109 amplicons in two highly multiplexed PCR reactions covering coding sequences of eight genes related to drug resistance (including inhA, katG, rpoB, and embB). NGS libraries were prepared automatically using the Ion Chef instrument. The automated protocol performs targeted amplification, digestion, ligation, and normalization on eight samples without any user intervention. Prepared libraries were then automatically clonally amplified, enriched and sequenced on two Ion 530 Chips using the Ion Chef and Ion S5 instruments. Signal processing, base calling and variant caller analysis were performed with the Torrent Suite software version 5.6 (all reagents, instruments and software Thermo Fisher Scientific). The sequencing data were analysed manually, comparing the determined variants with published data and data available in the Tuberculosis Drug Resistance Database [7]. Sequence of MTB H37Rv (NC_000962.3) was used as the reference sequence. The resistance geno-typing profiles obtained with manual approach were compared to the results of phenotypic DST testing. Sequence data are available in SRA NCBI database under BioProject accession number PRJNA551916.

Statistics. Sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) for NGS were calculated using GraphPad Prism v 6.04 (GraphPad Software, Inc., CA, USA).

Results and discussion

The NGS analysis was successfully used to predict drug resistance profiles. Percentage of agreement between both methods and corresponding sensitivities, specificities, positive predictive values and negative predictive values are presented in Table 2.

The percent of agreement between molecular and phenotypic DST testing in our study was the lowest for INH and accounted for 77% with sensitivity of 68.2% and specificity of 100%. The studies based

on susceptibility testing so far have not demonstrated complete agreement between the phenotypic and genotypic assays [6, 7, 12, 14, 16]. Hazbon h coaBT. [6] reported in their study on a large number of TB isolates that around 34% of phenotypically resistant isolates are not associated with any genotypic mutations in genes most commonly linked to INH resistance (katG, inhA, kasA, ahpC and ndh), suggesting that many genetic causes of INH resistance are yet to be discovered. Supporting this data, recent systemic review [12] on INH resistance demonstrated that 84% of global phenotypic INH resistance is associated with mutations in katG, inhA and ahpC-oxyR intergenic region, while the other 16% are, probably, linked to genetic changes in other genes.

Our study indicates high percentage of agreement between both methods used for RIF resistance testing (93.4%) with high sensitivity (100%) and specificity (80%). This is concordant with published literature [5, 10, 13] which reported very good agreement between genotypic and phenotypic DST. Zaw et al. [15] showed that mutations in rpoB gene (specifically mutations within 81-bp RIF-resistance determining region; RRDR) are responsible for approximately 95% of all RIF resistance cases in TB strains.

Similarly, we also noticed high percent of agreement between phenotypic and genotypic DST results for EMB (93.3%) with high sensitivity (100%) and specificity (88.2%). These results are concordant with some of the published studies [9, 10], which showed large overlap in the estimated prevalence of EMB resistance by genetic sequencing and the estimated prevalence by phenotypic testing. However, several other studies observed discrepancies between the presence of common mutations at codon 306 of embB gene and phenotypic EMB resistance [5,

References

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Overall, this study describes the first utilization of Ion Torrent sequencing of full-length genes to characterize drug resistant MT isolates for In conclusion, genotypic DST using Ion Torrent semiconductor NGS has the potential to provide useful information several weeks before phenotypic DST results. Therefore, genetic sequencing (NGS) seems to be a valuable tool for surveillance of drug resistance in TB. Before this takes place, there is a need to standardise the whole procedure including DNA extraction, recording, and reporting and data interpretation.

Acknowledgements

The authors of this paper would like to thank Cveta Vragoterova from National Laboratory for Mycobacteria (Institute for Pulmonary Diseases and Tuberculosis Skopje, North Macedonia) for allowance and contribution of Macedonian TB isolates in our study.

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Авторы:

Содья Э., кандидат наук, научный сотрудник Национальной микобактериологической референс-лабораторией, Университетская клиника респираторных и аллергических заболеваний, Голник, Словения;

Топлак Н., кандидат наук, специалист в области молекулярной биологии, научная группа Omega d.o.o., Любляна, Словения; Корен С., кандидат наук, менеджер Life Science Perkin Elmer и научной группы Omega d.o.o., Любляна, Словения; Ковач М., кандидат наук, менеджер по продажам Thermo Fisher Scientific и научной группы Omega d.o.o., Любляна, Словения; Труден С., магистр, специалист Национальной микобактериологической референс-лаборатории, Университетская клиника респираторных и аллергических заболеваний, Голник, Словения; Жолнир-Довч М., кандидат наук, зав. Национальной микобактериологической референс-лабораторией, Университетская клиника респираторных и аллергических заболеваний, Голник, Словения.

Поступила в редакцию 18.12.2018 Принята к печати 08.09.2019

Authors:

Sodja E., PhD, Research Associate, National Reference Laboratory for Mycobacteria, University Clinic of Respiratory and Allergic Diseases Golnik, Golnik, Slovenia;

Toplak N., PhD, Field Application Specialist for Molecular Biology, Research Team of Omega d.o.o., Ljubljana, Slovenia; Koren S., PhD, Manager of Life Science Perkin Elmer and Field Application Specialist, Research Team of Omega d.o.o., Ljubljana, Slovenia;

Kovac M., PhD, Manager of Thermo Fisher Scientific Sales Team and Research Team of Omega d.o.o., Ljubljana, Slovenia; Truden S., MSc, Analytics, National Reference Laboratory for Mycobacteria, University Clinic of Respiratory and Allergic Diseases Golnik, Golnik, Slovenia;

Zolnir-Dovc M., PhD, Head of National Reference Laboratory for Mycobacteria, University Clinic of Respiratory and Allergic Diseases Golnik, Golnik, Slovenia.

Received 18.12.2018 Accepted 08.09.2019

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