Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Efflux Pump Gene Expression in Multidrug-Resistant Mycobacterium tuberculosis Clinical Isolates

  • Guilian Li ,

    Contributed equally to this work with: Guilian Li, Jingrui Zhang, Qian Guo

    Affiliations Tuberculosis Branch, State Key Laboratory for Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China

  • Jingrui Zhang ,

    Contributed equally to this work with: Guilian Li, Jingrui Zhang, Qian Guo

    Affiliations Tuberculosis Branch, State Key Laboratory for Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China, Key Lab of Laboratory Medicine, Wenzhou Medical College, Wenzhou 325035, Zhejiang, China, Laboratory, Shijiazhuang Gynecological and Obstetric Hospital, Shijiazhuang, Hebei, 050000, China

  • Qian Guo ,

    Contributed equally to this work with: Guilian Li, Jingrui Zhang, Qian Guo

    Affiliations Tuberculosis Branch, State Key Laboratory for Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China, Pathogenic Biology Institute, South of China University, Hengyang, Hunan 421001, China

  • Yi Jiang,

    Affiliations Tuberculosis Branch, State Key Laboratory for Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China

  • Jianhao Wei,

    Affiliations Tuberculosis Branch, State Key Laboratory for Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China, Key Lab of Laboratory Medicine, Wenzhou Medical College, Wenzhou 325035, Zhejiang, China

  • Li-li Zhao,

    Affiliations Tuberculosis Branch, State Key Laboratory for Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China

  • Xiuqin Zhao,

    Affiliations Tuberculosis Branch, State Key Laboratory for Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China

  • Jianxin Lu,

    Affiliation Key Lab of Laboratory Medicine, Wenzhou Medical College, Wenzhou 325035, Zhejiang, China

  • Kanglin Wan

    wankanglin@icdc.cn

    Affiliations Tuberculosis Branch, State Key Laboratory for Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China

Abstract

Isoniazid (INH) and rifampicin (RIF) are the two most effective drugs in tuberculosis therapy. Understanding the molecular mechanisms of resistance to these two drugs is essential to quickly diagnose multidrug-resistant (MDR) tuberculosis and extensive drug-resistant tuberculosis. Nine clinical Mycobacterium tuberculosis isolates resistant to only INH and RIF and 10 clinical pan-sensitive isolates were included to evaluate the expression of 20 putative drug efflux pump genes and sequence mutations in rpoB (RIF), katG (INH), the inhA promoter (INH), and oxyR-ahpC (INH). Nine and three MDR isolates were induced to overexpress efflux pump genes by INH and RIF, respectively. Eight and two efflux pump genes were induced to overexpress by INH and RIF in MDR isolates, respectively. drrA, drrB, efpA, jefA (Rv2459), mmr, Rv0849, Rv1634, and Rv1250 were overexpressed under INH or RIF stress. Most efflux pump genes were overexpressed under INH stress in a MDR isolates that carried the wild-type katG, inhA, and oxyR-ahpC associated with INH resistance than in those that carried mutations. The expression levels of 11 genes (efpA, Rv0849, Rv1250, P55 (Rv1410c), Rv1634, Rv2994, stp, Rv2459, pstB, drrA, and drrB) without drug inducement were significantly higher (P < 0.05) in nine MDR isolates than in 10 pan-sensitive isolates. In conclusion, efflux pumps may play an important role in INH acquired resistance in MDR M. tuberculosis, especially in those strains having no mutations in genes associated with INH resistance; basal expression levels of some efflux pump genes are higher in MDR isolates than in pan-sensitive isolates and the basal expressional differences may be helpful to diagnose and treat resistant tuberculosis.

Introduction

A number of mechanisms have been shown to be operative by which mycobacteria, especially Mycobacterium tuberculosis, develop resistance to anti-tuberculosis drugs. Mutations in target genes associated with the mode of action of these drugs have been considered the main mechanism for drug resistance in M. tuberculosis [1,2,3]. For example, >90% of rifampicin (RIF)-resistant M. tuberculosis isolates have at least one mutation in rpoB, which encodes the RNA polymerase subunit [1,4]. Of isoniazid (INH)-resistant isolates, 50–94% have at least one mutation in katG, which encodes catalase-peroxidase, 10–35% carry at least one mutation in the inhA promoter, and 10–40% carry at least one mutation in oxyR-ahpC [2,4,5,6,7,8]. Alternative mechanisms such as decreased cell wall permeability to drugs and active efflux pumping are likely to be important for conferring resistance in the isolates in which no target gene mutations are found [9,10,11,12,13].

M. tuberculosis has been studied for the presence and activity of a number of efflux pump genes and their encoded products. Most of the studies to date used laboratory strains and transferred hypothetical efflux genes into a heterologous host (Mycobacterium smegmatis or Mycobacterium bovis) and demonstrated that the overexpression of these genes increases resistance levels [11,12,13,14], whereas few studies investigated the relevance of active efflux in the drug resistance of clinical strains [15,16]. Some efflux pumps in drug-resistant M. tuberculosis are expressed at higher levels under drug stress [16,17]; however, low expression of efflux pump(s) from Mycobacterium in the absence of drug-induced stress has also been reported [18].

This study aimed to evaluate the expression of 20 putative efflux pump genes in multidrug-resistant (MDR) M. tuberculosis clinical isolates. These genes were annotated as probable/hypothetical drug efflux genes in the M. tuberculosis genome [19] and are available at the website of the Wellcome Trust Sanger Institute (www.sanger.ac.uk/Projects/M_tuberculosis/Gene_list/functional_classes/III.A.6.shtml). The expression of these 20 genes in MDR M. tuberculosis clinical isolates was examined previously, as was their contribution to RIF resistance in M. tuberculosis clinical isolates [20]. The study will further increase our understanding of the mechanism of active efflux in the INH and RIF resistance of M. tuberculosis and is the first investigation of the expressional differences between MDR clinical isolates and pan-sensitive clinical isolates.

Materials and Methods

Ethics statement

This study was approved by the ethics committee of the National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention. All patients involved in the study provided written informed consent.

Antibiotics and chemicals

Middlebrook 7H9 broth and albumin-dextrose-catalase (ADC) supplement were purchased from Difco (Detroit, MI, USA). INH, RIF, ethambutol (EMB), streptomycin (STR), ofloxacin (OFX), kanamycin (KAN), capreomycin (CPM), amikacin (AK), carbonyl cyanide m-chlorophenylhydrazone (CCCP), and reserpine were purchased from Sigma-Aldrich (St. Louis, MO, USA). All solutions were prepared on the day of the experiment. Trizol was purchased from Invitrogen (Carlsbad, CA, USA). Alamar blue was obtained from AbD Serotec (Oxford, UK).

Bacterial strains and drug susceptibility testing

Nine MDR isolates with different mutations in katG, inhA, oxyR-ahpC, and rpoB; 10 pan-sensitive isolates; and H37Rv were included. Seven MDR isolates were from Tibet Province, and two MDR isolates and 10 pan-sensitive isolates were from Fujian Province, China. All of the clinical isolates were recovered from a sputum specimen of patients with pulmonary tuberculosis and confirmed as the Beijing family by Spoligotyping as previously described by Kamerbeek et al. [21]. The isolate profiles of drug susceptibility were evaluated by the proportional method using Lowenstein-Jensen slants with the following: INH, 0.2 μg/mL; RIF, 40 μg/mL; STR, 4 μg/mL; EMB, 2 μg/mL; KAN, 30 μg/mL; OFX, 2 μg/mL; CPM, 40 μg/mL [22]; and AK, 30 μg/mL [23]. Nine MDR isolates were resistant to only INH and RIF but were sensitive to the other six drugs, while the 10 pan-sensitive isolates were sensitive to all eight drugs above.

Determination of minimum inhibitory concentrations (MICs)

A microplate alamar blue assay was performed as previously described [24] to determine the MICs of INH and RIF of the 19 clinical isolates. H37Rv was used as a sensitive control. The effect of the efflux inhibitors CCCP and reserpine on the MICs of these antibiotics was also studied. Two-fold serial dilutions of INH or RIF were made directly in the wells including or excluding 0.5 μg/mL CCCP [12,17] or 5 μg/mL reserpine [17]. Drug concentrations included 0.001–128 μg/mL INH or 0.001–256 μg/mL RIF. All tests were conducted twice. The MIC was defined as the lowest drug concentration that prevented a color change. Isolates with MICs of INH <0.25 μg/mL and RIF ≤1 μg/mL were defined as being sensitive to INH and RIF, respectively [24].

RNA extraction and reverse transcription

All 19 M. tuberculosis strains were subcultured in 7H9 medium with ADC supplement, and collected for RNA extraction. For the nine MDR isolates, RIF and INH were added to these cultures individually at subinhibitory concentrations (half of the MIC), incubated at 37°C for 25 days, and collected for RNA extraction. Total bacterial RNA was isolated using Trizol reagent according to the manufacturer’s instructions. The quality and integrity of the total RNA was assessed using a nanophotometer (Implen, Munden, Germany) and agarose gel electrophoresis. After treatment with DNase I (amp grade; Invitrogen), the lack of DNA contamination of the RNA samples was confirmed by polymerase chain reaction (PCR) amplification of rpoB directly from RNA. The forward and reverse primers are listed in S1 Table. A 50-μL aliquot of the PCR mixture (Kangwei Biotechnology, Beijing, China) was used, and the PCRs were denatured at 94°C for 5 min and subjected to 35 cycles at 94°C for 30 s, 62°C for 30 s, and 72°C for 30 s, followed by a final extension at 72°C for 10 min. RNA (1.5 μg) was reverse transcribed according to the manufacturer’s recommendations (Transgen Bio-Technology Company, Beijing, China), and the thermal cycling conditions were as follows: 25°C for 10 min, 42°C for 60 min, and 85°C for 5 min. The cDNA was maintained at −20°C. Two cDNA preparations were made for each strain.

Quantification of gene expression using real-time quantitative PCR (qPCR)

The primers of the 20 genes are described in S2 Table. The assay was performed using a qPCR kit (Transgen Bio-Technology Company) in a CFX96 thermocycler (Bio-Rad Laboratories Inc., Hercules, CA, USA). Briefly, each 0.2-mL tube contained 10 μL 2× qPCR mix, 3 pmol each primer, 10 ng cDNA, and RNase-free water to a final volume of 20 μL. The thermal cycling conditions were as follows: 50°C for 2 min and 95°C for 8 min, then 45 cycles of denaturation at 94°C for 10 s, annealing at 59°C for 15 s, and extension at 72°C for 20 s, and the last step consisted of a melting curve analysis (65–95°C).

The fold change in the expression of genes under drug stress in nine MDR isolates was calculated by 2-ΔΔCT method of Livak and Schmittgen [25]. When compared with the non-exposed control genes showing expression levels above 1 were considered to be increased; equal to or above four were considered to be overexpressed [25,26,27,28]. The expression levels of 19 isolates without drug stress was caculated by 2-ΔCT method. The difference in threshold cycle (ΔCT) values were obtained by subtracting the CT value of polA from the CT value obtained for each gene. The ΔΔCT values were obtained by subtracting the ΔCT value obtained for each gene without drug inducement from the ΔCT value of genes induced by INH/RIF stress. qPCR was performed three times for each gene of each cDNA, and a mean expression level of each gene of one isolate was obtained from two cDNA preparations. polA is a housekeeping gene that is expressed at a stable level in the isolates and can used as an internal invariant control. The expression levels of the 20 genes without drug inducement of the nine MDR isolates were compared with those of the 10 pan-sensitive isolates.

DNA extraction and sequencing analysis

Twenty strains cultured on solid Lowenstein-Jensen medium were harvested and killed by heating at 80°C for 90 min. The genomic DNA was extracted by the cetyltrimethylammonium bromide method.

The sequences of genes including rpoB for RIF, katG and inhA regulator sequence, and oxyR-ahpC genes for INH (reported to carry major mutations associated with RIF and INH resistance) were analyzed by PCR and DNA sequencing. The sequences of the specific primers and the sizes of the amplicons are presented in S1 Table. The PCR conditions of four genes were identical and described in RNA extraction and reverse transcription section. Partial PCR products were characterized by DNA sequencing using the forward primers on an ABI Prism 3730 automated DNA sequencer (ABI Prism). The resulting DNA sequences were analyzed using the basic local alignment search tool (http://www.ncbi.nih.gov/BLAST), and the specific mutations in protein sequences of the individual isolates were identified.

Data analysis

SPSS 16.0 (SPSS Inc., Chicago, IL, USA) was used to perform Mann-Whitney test, and the difference was considered to be statistically significant when P < 0.05.

Results and Discussion

INH/RIF MICs and the effect of efflux pump inhibitors on INH/RIF MICs of pan-sensitive clinical isolates

As shown in Table 1, the INH MICs for the 10 pan-sensitive clinical isolates and H37Rv were 0.016–0.063 μg/mL, whereas the RIF MICs were 0.0078–0.25 μg/mL. No decreases in the INH and RIF MICs were observed in the presence of the efflux pump inhibitors CCCP (0.5 μg/mL) or reserpine (5 μg/mL) in these isolates, which supported the results of an earlier study [18].

thumbnail
Table 1. Minimum inhibitory concentrations (MICs) for isoniazid (INH) and rifampicin (RIF) in the absence or presence of efflux inhibitors and the number of genes overexpressed in nine multidrug-resistant (MDR) M. tuberculosis isolates.

https://doi.org/10.1371/journal.pone.0119013.t001

INH/RIF MICs and the effect of efflux pump inhibitors on INH/RIF MICs of MDR clinical isolates

As demonstrated in Table 1, the INH MICs of nine MDR isolates varied from 1 to >128 μg/mL, whereas the RIF MICs varied from 1 to >256 μg/mL. Of the nine MDR isolates cultured in the presence of efflux pump inhibitors CCCP (0.5 μg/mL) or reserpine (5 μg/mL), four isolates (44.4%) and six isolates (66.7%) demonstrated a significant decrease in the INH MIC after CCCP and reserpine exposure, respectively. Additionally, six isolates (66.7%) and four isolates (44.4%) showed a decrease in the RIF MICs after exposure to CCCP and reserpine, respectively. Sensitivity to INH was fully restored (MIC <0.25 μg/mL) in one isolate (CCDC10138) after reserpine exposure, whereas the RIF sensitivity was fully restored (MIC ≤1 μg/mL) in an additional isolate (CCDC10143) after exposure to reserpine and CCCP. In total, the MICs of INH or RIF of nine MDR isolates except one were affected by CCCP and reserpine. Mann-Whitney test showed that the fold change of MIC of RIF or INH of MDR strains decreased by CCCP or reserpine were all significantly higher than pan-sensitive group (P values were all <0.05), suggesting that the INH and RIF resistance levels could be affected by efflux pump inhibitor exposure in resistant strains, which is consistent with the reports of Rodrigues et al. [27] and Escribano et al. [29]. Rodrigues et al [27] found that the INH MIC of one INH-induced M. bovis BCG strain was decreased four- and two-fold by the drug efflux inhibitors chlorpromazine and thioridazine, respectively, and the INH MICs of three INH-induced M. tuberculosis isolates decreased more than 32-fold. Escribano et al. [29] observed that the MIC of fluoroquinolones in four to seven of seven fluoroquinolone-resistant M. tuberculosis clinical isolates was decreased by inhibitors MC 207.110 (Phe-Arg-β-naphthylamide) and reserpine. A previous study reported that BALB/c mice treated with first-line drugs in combination with the efflux pump inhibitor verapamil could significantly reduce pulmonary colony-forming units after 1 and 2 months of treatment (P < 0.05) [30]. These results suggest that efflux pump inhibitors have a potential use in tuberculosis treatment.

Expression of efflux pump genes under INH or RIF stress in MDR isolates

As demonstrated in Tables 1 and 2, all nine MDR isolates had at least one gene that was overexpressed under INH or RIF stress. More strains were induced to overexpress efflux pump genes by INH than by RIF (nine vs. three), and more genes were induced by INH than by RIF (eight vs. two). Additionally, more drug efflux pumps were overexpressed in MDR isolates in which the INH or RIF MICs decreased more than four-fold after CCCP or reserpine exposure under INH or RIF stress.

Our analysis demonstrated that INH/RIF induced differential expression of some of these genes, see Table 2. drrA, drrB, mmr, efpA, jefA (Rv2459), Rv0849, Rv1634, and Rv1250 were overexpressed (more than four-fold change). drrABC is a putative doxorubicin-resistance operon in M. tuberculosis [19]. drrAB expressed in M. smegmatis conferred resistance to a broad range of clinically relevant antibiotics, including EMB, STR, norfloxacin, erythromycin, tetracycline, and chloramphenicol [11]. In this study, drrA was overexpressed in all nine MDR isolates induced by INH and zero MDR isolates induced by RIF, suggesting that drrA was one of the factors for INH resistance in M. tuberculosis. Pang et al. reported that drrA may be responsible for low-level resistance to RIF [20], which was not consistent with our results. drrB was up-regulated consistently upon INH/RIF treatment in only those MDR strains that showed a significant reduction in MIC with CCCP/reserpine in this study, suggesting that drrB plays an important role in INH/RIF resistance in M. tuberculosis.

thumbnail
Table 2. Differential expression of efflux pump genes under isoniazid or rifampicin stress in M. tuberculosis by real-time reverse transcription quantitative PCR.

https://doi.org/10.1371/journal.pone.0119013.t002

Previous reports indicated that the expression of efpA increased in response to isoniazid [16,31], thiolactomycin [32], isoxyl, tetrahydrolipstatin, and three compounds from the Southern Research Institute, Birmingham, AL, USA [33]. Fu [31] and Gupta et al. [16] showed that the induced efpA expression was 4- and 4.5-fold greater under INH stress, respectively, which was consistent with the results in our study. jefA (Rv2459) has been reported to respond to INH stress, and Gupta et al. found that the increased transcription of jefA (Rv2459) leads to increased resistance to EMB and INH in M. tuberculosis [16,17]. Mmr has been reported to mediate the efflux of different chemical classes and antibiotics [34]. Expression of the M. tuberculosis protein Mmr in M. smegmatis was shown to resistance to tetraphenylphosphonium, erythromycin, ethidium bromide, acriflavine, safranin O, and pyronin Y [35]. Gupta et al. [16] found that mmr had two-fold higher expression in two isolates under the INH-stressed condition and three-fold higher expression in three isolates under the levofloxacin-stressed condition. Rv1634 is a member of the major facilitator superfamily in M.tuberculosis, similar to many antibiotic resistance (efflux) proteins, including DTDP-glucose dehydratase from Streptomyces violaceoruber [19,36,37,38]. Rv1634 has been reported to decrease susceptibility to various fluoroquinolones when overexpressed in M. smegmatis and involve in norfloxacin and ciprofloxacin efflux [37]. Louw et al. reported that Rv1634 was upregulated in strains with a Beijing genotype after exposure to RIF for 24 h [30]. Balganesh et al. [34] reported that the efflux pump encoded by Rv0849 mediates the efflux of RIF and AK. Rv1250 is a probable drug-transport integral membrane protein having 579 amino acid (aa) and highly similar to the tetracenomycin C protein from Streptomyces glaucescen (32.9% identity in 517 aa overlap). Rv1250 is also similar to Rv3239C from M. tuberculosis (31.9% identity in 423 aa overlap) [19]. No further information on this protein has been reported.

Together, these results indicate that more efflux pumps may respond to INH than RIF in M. tuberculosis. A possible explanation for this may be that INH exerts its bactericidal activity by attacking the cell wall mycolic acid after being converted to a range of oxygenated and organic toxic radicals by bifunctional bacterial enzyme catalase-peroxidase (KatG) [39,40], whereas RIF acts by arresting DNA-directed RNA synthesis in the cytoplasm of M. tuberculosis [41,42]. Efflux pumps are located in the membrane of M.tuberculosis [19,37,43]. While the cell wall of M.tuberculosis is attacked by non-lethal dose of INH, more efflux pumps or combinations thereof are induced to efflux INH to avoid M.tuberculosis being killed.

In 10 pan-sensitive isolates, none of 20 genes were induced to overexpress by RIF and INH in our previous study [44], which was consistent with the results that no decreases in the INH and RIF MICs in the presence of the efflux pump inhibitors CCCP (0.5 μg/mL) or reserpine (5 μg/mL) in these isolates.

Efflux pump gene expression in MDR isolates carrying gene mutations

Mutations in drug target genes are still thought to be the principal mechanism of drug resistance. Three (CCDC09103, CCDC05148, and CCDC09078) of the nine MDR isolates carried mutations of katG 315 + rpoB 531. Two isolates (CCDC10038 and CCDC10223) carried mutations of katG 298 + inhA (-15) + rpoB 531. One isolate (CCDC10138) carried mutations of katG 222 + rpoB 531. One isolate (CCDC10017) carried mutations of ahpC (-10) + rpoB 490 + rpoB 531 + rpoB 559. One isolate (CCDC10143) carried mutations of inhA (-15) + rpoB 511 + rpoB 526. One isolate (CCDC10219) carried a deletion mutation that affected codons 516 and 517 of rpoB and had the wild-type katG, inhA promoter, and oxyR-ahpC (Table 3). Eight of nine MDR isolates overexpressed at least one efflux pump gene, suggesting that efflux pump genes may be involved in resistance to INH and RIF in addition to the mutations in related genes [45]. Isolate CCDC10219 carried a deletion mutation in rpoB and had the wild-type version of genes associated with INH resistance; most efflux pump genes (six genes) were overexpressed compared with those in other isolates under INH stress, suggesting that efflux pump gene expression was the major cause of INH resistance in this isolate.

thumbnail
Table 3. Characteristics of mutations of 9 MDR M. tuberculosis isolates.

https://doi.org/10.1371/journal.pone.0119013.t003

The differences in drug efflux pump gene expression between MDR isolates and pan-sensitive isolates

The quantification results of the expression levels of 20 genes in nine MDR isolates and 10 pan-sensitive isolates are shown in S3 Table. In seven MDR strains CCDC09103, CCDC09078, CCDC10138, CCDC10143, CCDC10223, CCDC10017, and CCDC05148, gene Rv2265 showed the lowest expression levels from 0.014 to 0.246, and jefA (Rv2459) showed the highest expression levels from 8.744 to 33.063 except that efpA showed the highest expression of 6.329 in strain CCDC05148. In MDR strain CCDC10038 and CCDC10219, Rv3239c showed the lowest expression levels which were 0.242 and 0.174, respectively, and drrA showed the highest expression levels which were 6.493 and 65.983, respectively. The mean expression levels of efpA, Rv1250, jefA (Rv2459), and drrA in MDR isolates were all higher than 5.0 without any drug inducement.

Of ten pan-sensitive clinical isolates, drrA showed the highest expression levels from 1.493 to 5.919 in eight isolates, while efpA shown highest expression level of 10.801 in strain CCDC10246 and Rv1634 showed the highest expression level of 3.205 in strain CCDC10293. In four pan-sensitive clinical isolates CCDC10330, CCDC10201, CCDC10261, and CCDC10293, mmpl13b showed the lowest expression levels from 0.113 to 0.159. In six pan-sensitive clinical isolates CCDC10328, CCDC10238, CCDC10239, CCDC10231, CCDC10246, and CCDC10255, Rv3239c showed the lowested expression levels from 0.060 to 0.178.

In this study, we examined the expressional differences between MDR isolates and pan-sensitive isolates without drug inducement. The expression levels of 11 genes (efpA, Rv0849, Rv1250, P55 (Rv1410c), Rv1634, Rv2994, stp, Rv2459, pstB, drrA, and drrB) were significantly higher (P < 0.05) in nine MDR isolates than in 10 pan-sensitive isolates (Table 4). We also found that the expression of three genes (Rv1877, Rv2265, and mmpL13a) was significantly lower (P < 0.05) in nine MDR isolates than in 10 pan-sensitive isolates. Li et al. reported that deleting the closest homologs of mmpL13a-mmpL13b (Rv1145-Rv1146) in M. smegmatis did not alter the drug susceptibility, whereas deleting the Rv1877 homolog resulted in increased susceptibility to ethidium bromide, acriflavine, and erythromycin [38]. These results suggested that the role of these efflux pumps is probably not to pump out anti-tubercular drugs but, rather, that they regulate the intracellular levels of nutrients and co-factors. The differences between MDR and pan-sensitive isolates suggest that quantifying the expression levels of M. tuberculosis efflux pump genes may be a new method to diagnose resistant tuberculosis and decide whether combining efflux pump inhibitors to anti-tubercular drugs would be effective to treat resistant tuberculosis.

thumbnail
Table 4. Relative expression levels (2-ΔCT value) of drug efflux genes of nine MDR M. tuberculosis isolates and 10 pan-sensitive isolates.

https://doi.org/10.1371/journal.pone.0119013.t004

Conclusion

Efflux pumps may play an important role in INH acquired resistance in MDR M. tuberculosis, especially in strains without mutations in katG, inhA, and oxyR-ahpC, which are associated with INH resistance. The basal expressional differences of some drug efflux pump genes between MDR and pan-sensitive isolates may be helpful to diagnose and treat resistant tuberculosis. However, we acknowledge that we were unable to demonstrate a direct relationship between the resistance level of INH and/or RIF and the activation of specific genes. Further efforts are required to elucidate the actual roles of drug efflux pumps in the drug resistance of M. tuberculosis.

Supporting Information

S1 Table. Primers used to amplify and sequence rpoB, katG, inhA, and oxyR-ahpC mutations.

https://doi.org/10.1371/journal.pone.0119013.s001

(DOCX)

S2 Table. Primers used in this study to quantify gene expression.

https://doi.org/10.1371/journal.pone.0119013.s002

(DOCX)

S3 Table. The relative expression levels (2-△CT value) of each gene of 20 strains.

https://doi.org/10.1371/journal.pone.0119013.s003

(XLSX)

Author Contributions

Conceived and designed the experiments: GL KW. Performed the experiments: GL JZ QG YJ JW. Analyzed the data: GL JZ QG YJ JW LZ XZ JL. Contributed reagents/materials/analysis tools: KW GL. Wrote the paper: GL KW.

References

  1. 1. McCammon MT, Gillette JS, Thomas DP, Ramaswamy SV, Graviss EA, Kreiswirth BN, et al. Detection of rpoB mutations associated with rifampin resistance in Mycobacterium tuberculosis using denaturing gradient gel electrophoresis. Antimicrob Agents Chemother. 2005;49: 2200–2209. pmid:15917513
  2. 2. Doustdar F, Khosravi AD, Farnia P, Masjedi MR, Velayati AA. Molecular analysis of isoniazid resistance in different genotypes of Mycobacterium tuberculosis isolates from Iran. Microb Drug Resist. 2008;14: 273–279. pmid:19090721
  3. 3. Aslan G, Tezcan S, Serin MS, Emekdas G. Genotypic analysis of isoniazid and rifampin resistance in drug-resistant clinical Mycobacterium tuberculosis complex isolates in southern Turkey. Jpn J Infect Dis. 2008;61: 255–260. pmid:18653964
  4. 4. Sekiguchi J, Miyoshi-Akiyama T, Augustynowicz-Kopec E, Zwolska Z, Kirikae F, Toyota E, et al. Detection of multidrug resistance in Mycobacterium tuberculosis. J Clin Microbiol. 2007;45: 179–192. pmid:17108078
  5. 5. Mukaigawa J, Endoh M, Yanagawa Y, Morozumi S. Anti-drug pattern of drug-resistant Mycobacterium tuberculosis and analysis of mutation in drug-target genes. Kansenshogaku Zasshi. 2005;79: 388–396. pmid:16022476
  6. 6. Kiepiela P, Bishop KS, Smith AN, Roux L, York DF. Genomic mutations in the katG, inhA and aphC genes are useful for the prediction of isoniazid resistance in Mycobacterium tuberculosis isolates from Kwazulu Natal, South Africa. Tuber Lung Dis. 2000;80: 47–56. pmid:10897383
  7. 7. Banerjee A, Sugantino M, Sacchettini JC, Jacobs WR Jr. The mabA gene from the inhA operon of Mycobacterium tuberculosis encodes a 3-ketoacyl reductase that fails to confer isoniazid resistance. Microbiology. 1998;144 (Pt 10): 2697–2704.
  8. 8. Mokrousov I, Narvskaya O, Otten T, Limeschenko E, Steklova L, Vyshnevskiy B. High prevalence of KatG Ser315Thr substitution among isoniazid-resistant Mycobacterium tuberculosis clinical isolates from northwestern Russia, 1996 to 2001. Antimicrob Agents Chemother. 2002;46: 1417–1424. pmid:11959577
  9. 9. Niederweis M. Mycobacterial porins—new channel proteins in unique outer membranes. Mol Microbiol. 2003;49: 1167–1177. pmid:12940978
  10. 10. Brennan PJ. Structure, function, and biogenesis of the cell wall of Mycobacterium tuberculosis. Tuberculosis (Edinb). 2003;83: 91–97. pmid:12758196
  11. 11. Choudhuri BS, Bhakta S, Barik R, Basu J, Kundu M, Chakrabarti P. Overexpression and functional characterization of an ABC (ATP-binding cassette) transporter encoded by the genes drrA and drrB of Mycobacterium tuberculosis. Biochem J. 2002;367: 279–285. pmid:12057006
  12. 12. Balganesh M, Kuruppath S, Marcel N, Sharma S, Nair A, Sharma U. Rv1218c, an ABC transporter of Mycobacterium tuberculosis with implications in drug discovery. Antimicrob Agents Chemother. 2010;54: 5167–5172. pmid:20921309
  13. 13. Ramon-Garcia S, Martin C, Thompson CJ, Ainsa JA. Role of the Mycobacterium tuberculosis P55 efflux pump in intrinsic drug resistance, oxidative stress responses, and growth. Antimicrob Agents Chemother. 2009;53: 3675–3682. pmid:19564371
  14. 14. Pasca MR, Guglierame P, De Rossi E, Zara F, Riccardi G. mmpL7 gene of Mycobacterium tuberculosis is responsible for isoniazid efflux in Mycobacterium smegmatis. Antimicrob Agents Chemother. 2005;49: 4775–4777. pmid:16251328
  15. 15. Jiang X, Zhang W, Zhang Y, Gao F, Lu C, Zhang X, et al. Assessment of efflux pump gene expression in a clinical isolate Mycobacterium tuberculosis by real-time reverse transcription PCR. Microb Drug Resist. 2008;14: 7–11. pmid:18321205
  16. 16. Gupta AK, Katoch VM, Chauhan DS, Sharma R, Singh M, Venkatesan K, et al. Microarray analysis of efflux pump genes in multidrug-resistant Mycobacterium tuberculosis during stress induced by common anti-tuberculous drugs. Microb Drug Resist. 2010;16: 21–28. pmid:20001742
  17. 17. Gupta AK, Reddy VP, Lavania M, Chauhan DS, Venkatesan K, Sharma VD, et al. jefA (Rv2459), a drug efflux gene in Mycobacterium tuberculosis confers resistance to isoniazid & ethambutol. Indian J Med Res. 2010;132: 176–188. pmid:20716818
  18. 18. Piddock LJ, Williams KJ, Ricci V. Accumulation of rifampicin by Mycobacterium aurum, Mycobacterium smegmatis and Mycobacterium tuberculosis. J Antimicrob Chemother. 2000;45: 159–165. pmid:10660497
  19. 19. Cole ST, Brosch R, Parkhill J, Garnier T, Churcher C, Harris D, et al. Deciphering the biology of Mycobacterium tuberculosis from the complete genome sequence. Nature. 1998;393: 537–544. pmid:9634230
  20. 20. Pang Y, Lu J, Wang Y, Song Y, Wang S, Zhao Y. Study of the rifampin monoresistance mechanism in Mycobacterium tuberculosis. Antimicrob Agents Chemother. 2013;57: 893–900. pmid:23208715
  21. 21. Kamerbeek J, Schouls L, Kolk A, van Agterveld M, van Soolingen D, Kuijper S, et al. Simultaneous detection and strain differentiation of Mycobacterium tuberculosis for diagnosis and epidemiology. J Clin Microbiol. 1997;35: 907–914. pmid:9157152
  22. 22. World Health Organization Policy guidance on drug-susceptibility testing (DST) of second-line antituberculosis drugs (WHO/HTM/TB/2008.392). World Health Organization, Geneva, 2008.
  23. 23. World Health Organization. 2012 Updated critical concentrations for first-line and second-line DST (as of May 2012).
  24. 24. Leonard B, Coronel J, Siedner M, Grandjean L, Caviedes L, Navarro P, et al. Inter- and intra-assay reproducibility of microplate Alamar blue assay results for isoniazid, rifampicin, ethambutol, streptomycin, ciprofloxacin, and capreomycin drug susceptibility testing of Mycobacterium tuberculosis. J Clin Microbiol. 2008;46: 3526–3529. pmid:18701659
  25. 25. Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods. 2001;25: 402–408. pmid:11846609
  26. 26. DeMarco CE, Cushing LA, Frempong-Manso E, Seo SM, Jaravaza TA, Kaatz GW. Efflux-related resistance to norfloxacin, dyes, and biocides in bloodstream isolates of Staphylococcus aureus. Antimicrob Agents Chemother. 2007;51: 3235–3239. pmid:17576828
  27. 27. Rodrigues L, Machado D, Couto I, Amaral L, Viveiros M. Contribution of efflux activity to isoniazid resistance in the Mycobacterium tuberculosis complex. Infect Genet Evol. 2011;12: 695–700. pmid:21871582
  28. 28. Bustin SA, Beaulieu JF, Huggett J, Jaggi R, Kibenge FS, Olsvik PA, et al. MIQE precis: Practical implementation of minimum standard guidelines for fluorescence-based quantitative real-time PCR experiments. BMC Mol Biol. 2010;11: 74. pmid:20858237
  29. 29. Escribano I, Rodriguez JC, Llorca B, Garcia-Pachon E, Ruiz M, Royo G. Importance of the efflux pump systems in the resistance of Mycobacterium tuberculosis to fluoroquinolones and linezolid. Chemotherapy. 2007;53: 397–401. pmid:17934259
  30. 30. Louw GE, Warren RM, Gey van Pittius NC, Leon R, Jimenez A, Hernandez-Pando R, et al. Rifampicin reduces susceptibility to ofloxacin in rifampicin-resistant Mycobacterium tuberculosis through efflux. Am J Respir Crit Care Med. 2011;184: 269–276. pmid:21512166
  31. 31. Fu LM. Exploring drug action on Mycobacterium tuberculosis using affymetrix oligonucleotide genechips. Tuberculosis (Edinb). 2006;86: 134–143. pmid:16246625
  32. 32. Betts JC, McLaren A, Lennon MG, Kelly FM, Lukey PT, Blakemore SJ, et al. Signature gene expression profiles discriminate between isoniazid-, thiolactomycin-, and triclosan-treated Mycobacterium tuberculosis. Antimicrob Agents Chemother. 2003;47: 2903–2913. pmid:12936993
  33. 33. Waddell SJ, Stabler RA, Laing K, Kremer L, Reynolds RC, Besra GS. The use of microarray analysis to determine the gene expression profiles of Mycobacterium tuberculosis in response to anti-bacterial compounds. Tuberculosis (Edinb). 2004;84: 263–274. pmid:15207496
  34. 34. Balganesh M, Dinesh N, Sharma S, Kuruppath S, Nair AV, Sharma U. Efflux pumps of Mycobacterium tuberculosis play a significant role in antituberculosis activity of potential drug candidates. Antimicrob Agents Chemother. 2012;56: 2643–2651. pmid:22314527
  35. 35. De Rossi E, Branzoni M, Cantoni R, Milano A, Riccardi G, Ciferri O. mmr, a Mycobacterium tuberculosis gene conferring resistance to small cationic dyes and inhibitors. J Bacteriol. 1998;180: 6068–6071. pmid:9811672
  36. 36. De Rossi E, Arrigo P, Bellinzoni M, Silva PA, Martin C, Ainsa JA, et al. The multidrug transporters belonging to major facilitator superfamily in Mycobacterium tuberculosis. Mol Med. 2002;8: 714–724. pmid:12520088
  37. 37. De Rossi E, Ainsa JA, Riccardi G. Role of mycobacterial efflux transporters in drug resistance: an unresolved question. FEMS Microbiol Rev. 2006;30: 36–52. pmid:16438679
  38. 38. Li XZ, Zhang L, Nikaido H. Efflux pump-mediated intrinsic drug resistance in Mycobacterium smegmatis. Antimicrob Agents Chemother. 2004;48: 2415–2423. pmid:15215089
  39. 39. Zhang Y, Heym B, Allen B, Young D, Cole S. The catalase-peroxidase gene and isoniazid resistance of Mycobacterium tuberculosis. Nature. 1992;358: 591–593. pmid:1501713
  40. 40. Sacchettini JC, Blanchard JS. The structure and function of the isoniazid target in M. tuberculosis. Res Microbiol. 1996;147: 36–43. pmid:8761720
  41. 41. Somoskovi A, Parsons LM, Salfinger M. The molecular basis of resistance to isoniazid, rifampin, and pyrazinamide in Mycobacterium tuberculosis. Respir Res. 2001;2: 164–168. pmid:11686881
  42. 42. McClure WR, Cech CL. On the mechanism of rifampicin inhibition of RNA synthesis. J Biol Chem. 1978;253: 8949–8956. pmid:363713
  43. 43. Camus JC, Pryor MJ, Medigue C, Cole ST. Re-annotation of the genome sequence of Mycobacterium tuberculosis H37Rv. Microbiology. 2002;148: 2967–2973. pmid:12368430
  44. 44. Zhang JR, Li GL, Zhao XQ, Wan KL, Lu JX. [A primary investigation on the isoniazid-induced alterations in efflux gene expression among the isoniazid resistant Mycobacterium tuberculosis clinical isolates]. Zhonghua Liu Xing Bing Xue Za Zhi. 2013;34: 379–384. pmid:23937845
  45. 45. da Silva PE, Von Groll A, Martin A, Palomino JC. Efflux as a mechanism for drug resistance in Mycobacterium tuberculosis. FEMS Immunol Med Microbiol. 2011;63: 1–9. pmid:21668514