Literature DB >> 25951004

Antimycobacterial and anti-inflammatory activities of substituted chalcones focusing on an anti-tuberculosis dual treatment approach.

Thatiana Lopes Biá Ventura1,2, Sanderson Dias Calixto3, Bárbara de Azevedo Abrahim-Vieira4, Alessandra Mendonça Teles de Souza5, Marcos Vinícius Palmeira Mello6, Carlos Rangel Rodrigues7, Leandro Soter de Mariz e Miranda8, Rodrigo Octavio Mendonça Alves de Souza9, Ivana Correa Ramos Leal10, Elena B Lasunskaia11, Michelle Frazão Muzitano12.   

Abstract

Tuberculosis (TB) remains a serious public health problem aggravated by the emergence of M. tuberculosis (Mtb) strains resistant to multiple drugs (MDR). Delay in TB treatment, common in the MDR-TB cases, can lead to deleterious life-threatening inflammation in susceptible hyper-reactive individuals, encouraging the discovery of new anti-Mtb drugs and the use of adjunctive therapy based on anti-inflammatory interventions. In this study, a series of forty synthetic chalcones was evaluated in vitro for their anti-inflammatory and antimycobacterial properties and in silico for pharmacokinetic parameters. Seven compounds strongly inhibited NO and PGE2 production by LPS-stimulated macrophages through the specific inhibition of iNOS and COX-2 expression, respectively, with compounds 4 and 5 standing out in this respect. Four of the seven most active compounds were able to inhibit production of TNF-α and IL-1β. Chalcones that were not toxic to cultured macrophages were tested for antimycobacterial activity. Eight compounds were able to inhibit growth of the M. bovis BCG and Mtb H37Rv strains in bacterial cultures and in infected macrophages. Four of them, including compounds 4 and 5, were active against a hypervirulent clinical Mtb isolate as well. In silico analysis of ADMET properties showed that the evaluated chalcones displayed satisfactory pharmacokinetic parameters. In conclusion, the obtained data demonstrate that at least two of the studied chalcones, compounds 4 and 5, are promising antimycobacterial and anti-inflammatory agents, especially focusing on an anti-tuberculosis dual treatment approach.

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Year:  2015        PMID: 25951004      PMCID: PMC6272185          DOI: 10.3390/molecules20058072

Source DB:  PubMed          Journal:  Molecules        ISSN: 1420-3049            Impact factor:   4.411


1. Introduction

Inflammation is an essential protective response to a variety of noxious stimuli and conditions, such as infection and tissue injury. The inflammatory reaction, characterised by vasodilatation and recruitment of leukocytes into the target tissue, is coordinated by inflammatory mediators produced mainly by macrophages and monocytes, highlighting tumor necrosis factor (TNF), interleukin-1 (IL-1), nitric oxide (NO) and prostaglandins, including PGE2 [1,2,3,4]. A potentially beneficial role of inflammation in elimination of invaders could be abrogated by tissue damage in cases of excessive inflammatory response. In chronic infectious diseases, such as tuberculosis, exacerbated inflammation contributes to severe lung pathology, leading to lung tissue necrosis, cavities formation and the promotion of mycobacterial dissemination and transmission. Anti-inflammatory drugs, especially corticosteroids, are currently used for adjunctive therapy in most severe life-threatening forms of tuberculosis, such as meningitis and pericarditis, while antibiotics are used to kill the bacteria [5]. Beneficial effects of adjunctive corticosteroids or non-steroid anti-inflammatory drugs (NSAIDs) in the treatment of the severe forms of pulmonary tuberculosis remain uncertain and need new randomised controlled trials. An increasing body of evidence demonstrates that anti-inflammatory therapy reduces mortality in patients exhibiting the hyperinflammatory phenotype that could be determined by host genetic polymorphisms, increased bacterial virulence or specific comorbid states, such as Tuberculosis-Immune Reconstitution Inflammatory Syndrome (TB-IRIS) in patients with TB and AIDS [6,7,8]. The importance of developing new drugs with dual anti-inflammatory and antimycobacterial, activities is highlighted by the emergence of increasing prevalence of multidrug resistant (MDR) TB and extensively drug-resistant (XDR) TB. Drugs with these properties are currently represented by the anti-leprosy drug clofazimine [9] and they are in short supply for tuberculosis, motivating the design and search for novel agents. Natural and synthetic flavonoids are known for displaying a broad spectrum of pharmacological activities. Chalcones (1,3-diaryl-2-propene-1-ones) and other biogenetically-related compounds belonging to the flavonoid family are natural substances found in a number of plants or prepared synthetically. They consist of two aromatic rings joined by a three-carbon α,β-unsaturated carbonyl system [10]. Chalcones have been found to exhibit many pharmacological activities, including anti-inflammatory [11,12,13] and anti-tuberculosis [14] activities. The reported anti-inflammatory effects of some chalcones have been associated with suppression of inflammatory mediators, such as NO, TNF-α, IL-1β, cyclooxygenase-2 (COX-2) and inducible oxide nitric synthase (iNOS) [12,13,15]. A number of chalcones were shown to have a high inhibitory activity against in vitro growth of laboratory M. tuberculosis strains H37Rv when used in low concentrations [14,16,17,18,19] and, additionally, demonstrated low cytotoxicity against human cells in toxicity tests [12]. A combination of these properties in one compound could provide an important advantage for chalcones as potential anti-tuberculosis drugs, but chalcones exhibiting both anti-inflammatory and antimycobacterial properties have not yet been identified. In this study, we screened a series of substituted chalcones for their anti-inflammatory properties, evaluating immunomodulatory effects on LPS-stimulated macrophages, and for their antimycobacterial properties, evaluating inhibitory effects on bacterial growth of avirulent and virulent mycobacterial strains in culture or in infected macrophages. The active chalcones exhibiting dual activities, were submitted to in silico analysis of absorption, distribution, metabolism, excretion and toxicology (ADMET) in order to select promising new drugs. In addition, a structure-activity relationship (SAR) study was performed by modelling to predict molecular descriptors for each studied structure and to gain a better understanding of their antimycobacterial activity.

2. Results and Discussion

2.1. Results

In this study, we evaluated the anti-inflammatory, antimycobacterial and ADMET properties of a set of forty synthetic substituted chalcones 2–41 (Table 1) in comparison to a commercially available unsubstituted chalcone (compound 1). Initially, compounds 1–41 were evaluated for their immunomodulatory activity in LPS-stimulated RAW 264.7 macrophage culture, focusing on NO and TNF-α production levels. For each compound a concentration-response curve was plotted, and the IC50 values are reported in Table 2. The obtained results show that chalcones 1–41 were more potent inhibitors of NO than TNF-α. More pronounced inhibitory activity against NO was presented by compounds 4, 5, 12, 24, 28, 29, 31, 33, 40 and 41; with IC50 values lower than 21 µM. The activity of compound 5 with an IC50 of 2.1 ± 0.7 µM was particularly noteworthy.
Table 1

Structures of representative unsubstituted chalcone and synthesized chalcones with substituents on the A and B rings.

ChalconeB RingA Ring
2'3'4'234
1HHHHHH
2HHHHHF
3HHHHHCl
4HHHHHN(CH3)2
5HHHH-O(CH2)O-
6HHHHHOCH3
7HHHN (pyridine ring)HH
8HHBrHHH
9HHBrHHF
10HHBrHHCl
11HHBrHHN(CH3)2
12HHBrH-O(CH2)O-
13HHBrHHOCH3
14HHBrHOCH3OCH3
15HHBrClHH
16HHCH3HHH
17HHCH3HHF
18HHCH3HHCl
19HHCH3HHN(CH3)2
20HHCH3H-O(CH2)O-
21HHCH3HHOCH3
22HHCH3HOCH3OCH3
23HHCH3ClHH
24HHOCH3HHH
25HHOCH3HHF
26HHOCH3HHCl
27HHOCH3HHN(CH3)2
28HHOCH3H-O(CH2)O-
29HHOCH3HHOCH3
30HHOCH3ClHH
31ClHHHHH
32ClHHHHF
33ClHHHHCl
34ClHHHHOCH3
35ClHHH-O(CH2)O-
36ClHHHOCH3OCH3
37HHHHHNO2
38HHBrHHNO2
39HHCH3HHNO2
40HHOCH3HHNO2
41ClHHHHNO2
Table 2

Inhibitory effects of chalcones on production of NO and TNF-α by LPS-stimulated RAW 264.7 macrophages, on growth of M. bovis BCG in culture and evaluation of chalcone cytotoxicity by LDH test.

ChalconeIC50 (µM)MIC50 (µM)MIC90 (µM)
NOTNF-αLDHM. bovis BCG
141.6 ± 2.0>480.2177.3 ± 9.5137.3 ± 4.7383.2 ± 9.1
2>442.0>442.0>442.0>442.0>442.0
331.9 ± 4.660.5 ± 4.7399.7 ± 4.920.7 ± 6.4169.9 ± 5.4
412.0 ± 2.266.9 ± 4.3348.4 ± 5.114.3 ± 5.8137.3 ± 7.9
52.1 ± 2.748.1 ± 7.6>396.414.5 ± 6.175.3 ± 8.4
6>419.7>419.7>419.7255.9 ± 4.8249.2 ± 6.2
7>477.9>477.9>477.935.8 ± 7.2440.8 ± 9.5
846.4 ± 2.366.9 ± 4.5191.0 ± 5.213.4 ± 4.033.7 ± 4.6
9>327.7>327.7>327.735.8 ± 3.9308.8 ± 5.3
1068.9 ± 4.3>310.9113.4 ± 0.522.3 ± 6.3287.8 ± 3.2
1141.3 ± 3.5>302.8132.0 ± 2.967.8 ± 3.8242.1 ± 2.6
1219.6 ± 3.3>302.0>302.084.9 ± 4.7229.6 ± 2.2
1352.9 ± 3.6>315.3>315.3220.6 ± 3.6>315.3
1458.9 ± 6.8>288.0>288.0>288.0>288.0
1536.7+3.8>311.0256.0 ± 3.813.8 ± 4.4265.1 ± 4.5
16>449.9>449.9>449.9>449.9>449.9
1730.8 ± 4.5>416.2289.5 ± 4.361.5 ± 7.6388.4 ± 7.3
18150.3 ± 3.8>389.5304.3 ± 4.271.3 ± 4.8323.2 ± 7.1
1927.8 ± 3.8>376.9>376.956.4 ± 4.4322.7 ± 1.7
2030.1 ± 1.2>375.5>375.5>375.5>375.5
2130.6 ± 4.7>396.3>396.333.3 ± 5.4362.2 ± 5.9
22>354.2>354.2>354.2>354.2>354.2
23>389.5>389.5>389.5>389.5>389.5
2421.3 ± 4.578.8 ± 6.5244.8 ± 4.531.5 ± 5.9399.1 ± 6.9
2541.2 ± 4.6>390.2>390.215.8 ± 5.2228.3 ± 5.8
2625.3 ± 3.9>366.7>366.791.2 ± 5.0286.7 ± 7.8
2744.6 ± 5.2>355.4226.4 ± 3.5308.8 ± 5.0>355.4
2814.9 ± 4.1>354.2>354.2>354.2>354.2
2913.1 ± 4.2>372.793.9 ± 4.932.5 ± 5.4339.5 ± 3.2
3023.9 ± 4.8>366.7100.0 ± 5.137.8 ± 6.4328.7 ± 3.6
318.4 ± 6.8>412,0267.0 ± 4.590.9 ± 5.5330.2 ± 4.2
32>383.6>383.6>383.6>383.6>383.6
333.1 ± 0.1165.5 ± 5.2351.2 ± 5.045.7 ± 5.4>360.8
34>366.7>366.7>366.7>366.7>366.7
35160.3 ± 4.7>348.8>348.8>348.8>348.8
36187.8 ± 4.1>330.3>330.3269.6 ± 3.9>330.3
3758.6 ± 4.5>394.9>394.9>394.9>394.9
38>301.1>301.1>301.197.4 ± 4.2220.7 ± 5.6
39113.7 ± 4.8>373.2328.6 ± 3.928.1 ± 5.4344.1 ± 6.3
4013.5 ± 5.5>353.0>353.014.5 ± 3.1>353.0
4111.2 ± 5.068.54 ± 3.3>347.630.5 ± 4.7246.9 ± 7.2
L-NMMA 178.3 ± 6.5XXXXXXXX
Rifampicin 2XXXXXX0.01 ± 0.030.2 ± 0.01

1 Standard nitric oxide inhibitor; 2 Standard antimycobacterial drug; Mean value ± SD; n = 3; XX—not defined.

Structures of representative unsubstituted chalcone and synthesized chalcones with substituents on the A and B rings. Inhibitory effects of chalcones on production of NO and TNF-α by LPS-stimulated RAW 264.7 macrophages, on growth of M. bovis BCG in culture and evaluation of chalcone cytotoxicity by LDH test. 1 Standard nitric oxide inhibitor; 2 Standard antimycobacterial drug; Mean value ± SD; n = 3; XX—not defined. It should be noted that the inhibitory activities of the substituted chalcone compounds more active against NO were higher than those of the unsubstituted chalcone (IC50 of 41.6 ± 2.0 µM) or L-NMMA, which is a competitive NO inhibitor used as a positive control (IC50 of 78.3 ± 6.5 µM). Some of these chalcones (compounds 4, 5, 24, 41) were able to strongly inhibit TNF-α as well (Table 2). Compound 5 was notably the most potent inhibitor of TNF-α and NO production (p < 0.05) when compared to other compounds. In order to investigate the cytotoxicity of the studied compounds, the levels of intracellular LDH, released in culture supernatants by chalcone-treated macrophages were measured. Compounds 10, 11, 29 and 30 showed the worst cytotoxicity profiles (Table 2) and were excluded from further analyses. As a part of our initial screening strategy, the compounds 1–41 were assessed for their antimycobacterial activity in Mycobacterium bovis BCG culture. The vaccine strain was used for the screening experiments considering biosecurity reasons. Growth inhibition of mycobacteria cultured in the presence of chalcones was quantified and results are presented in Table 2 as MIC50 and MIC90. The most potent inhibitory effect was obtained using compounds 5 and 8 that showed the lowest MIC50 and MIC90 levels (14.5 ± 6.1 and 75.3 ± 8.4 µM for 5; 13.4 ± 4.0 and 33.7 ± 4.6 µM for 8). It should be noted that none of the tested compounds was more active than rifampicin, a standard anti-TB drug used as a positive control. Additionally, we evaluated the capacity of chalcones to inhibit production of IL-1β and PGE2, induced in macrophages by LPS. For this study, we selected eighteen chalcones that had shown high activity in the NO inhibition test and were less cytotoxic than compound 1 (a non-substituted chalcone used as a reference compound). Figure 1 shows that inhibitory activity of these chalcones against IL-1β production was relatively low. Only five of these compounds (compounds 3, 4, 5, 24 and 41) were potent inhibitors of IL-1β. In contrast, the inhibitory activity of most compounds against PGE2 was high, with the activity profiles of compounds 3, 4, 5, 28 and 31 standing out.
Figure 1

Effect of substituted chalcones on production of proinflammatory mediators (IL-1β and PGE2) by LPS-stimulated RAW 264.7 macrophages. RAW 264.7 cells were treated with LPS (1 µg/mL) in the presence of chalcones (0.8, 4, 20 e 100 µg/mL, the lowest concentration was not used in the PGE assay) for 24 h. The culture supernatants were collected and tested by sandwich ELISA for IL-1β (A) and PGE2 (B). In the IL-1β test, cytokine values determined in untreated and only LPS-treated cell cultures were 0.03 ± 0.1 pg/mL and 922.0 ± 4.6 pg/mL, respectively (A). In the PGE2 test, prostaglandin values determined in untreated and only LPS-treated cell cultures were 0.05 ± 0.1 pg/mL and 436.0 ± 5.8 pg/mL, respectively. Standard drug, indomethacin was used as positive control, at concentrations of 0.2, 0.04, 0.004 and 0.0004 µg/mL and prostaglandin values obtained were 11.8 ± 1.9; 171.8 ± 1.2; 271.6 ± 2.6 and 340.7 ± 1.1 respectively (B). The bars for each chalcone refer to concentrations tested in ascending order. (C) Minimum inhibitory concentrations of substituted chalcones on production of IL-1β and PGE2. Statistical analyses were calculated and values in the same column with different superscript letters (a–e) are significantly different (p < 0.05 or p < 0.001); determined in Tukey test. Values are reported as means ± S.E.M., and differences between groups were considered to be significant at p < 0.001 (***), p < 0.01 (**) and p < 0.05 (*).

Seeking to learn more about the mechanism of NO and PGE2 inhibition by chalcones, we studied the expression of iNOS and COX-2 in macrophages treated with LPS and chalcone compounds exhibiting the strongest inhibitory activities against NO and PGE2, respectively. As can be seen in Figure 2, compounds 3, 5, 4, 31 and 33, when used at a concentration of 20 µg/mL, were able to almost completely inhibit iNOS. Some of these chalcones (compounds 3, 5 and 31) were most potent in abrogation of COX-2 as well. These results demonstrate that the inhibitory effects of chalcones on NO and PGE2 production are mediated by suppression of iNOS and COX-2 expression, respectively.
Figure 2

Effects of chalcones on iNOS and COX-2 expression following RAW 264.7 macrophage stimulation by LPS. Cells were treated with LPS (1 µg/mL) and chalcones (4 and 20 µg/mL) for 24 h, lysed and submitted to western blot for analysis of iNOS (A) and COX-2 (B) expression. The presented results refer to chalcone compounds demonstrating the highest levels of inhibitory activity levels (samples 3, 4, 5, 28, 31, 33). The cells treated with LPS only were used as a positive control of macrophage stimulation (C+). Untreated cells were used as a negative control (C−). Images are representative of two independent experiments that showed similar results. Lower panel, quantification of the protein levels by immunoreactive bands densitometric analysis. Each band was compared to respective positive control band at same membrane. Relative densities were calculated employing ImageJ software. Densitometric protein bands analysis was performed using ImageJ software for Windows (NIH, Bethesda, MD, USA). The value for positive control condition (LPS-stimulated cells) was set as 1 and other conditions were recalculated correspondingly to allow ratio comparisons.

The second aim of this work was to investigate the antimycobacterial activities of chalcones against pathogenic M. tuberculosis. The chalcone compounds presenting inhibitory activities in the screening test for BCG growth inhibition (Table 2) were selected for the further study against laboratory M. tuberculosis strain H37Rv and a highly virulent M. tuberculosis clinical isolate, such as strain M299 belonging to the modern M. tuberculosis Beijing sublineage [20]. Sixteen compounds were assessed for the inhibitory activity against M. tuberculosis H37Rv. The results presented in Table 3 show that most compounds were active against this strain, presenting MIC50 values similar to those used against BCG (Table 2), despite a decreasing activity when analyzing MIC90 values. It should be noted that the compounds most active against BCG, 5 and 8 (MIC90 75.3 ± 8.4 μM and 33.7 ± 4.6 μM, respectively), were less potent against the virulent H37Rv strain (MIC90 303.2 ± 5.4 μM and 344.7 ± 0.4 μM, respectively).
Table 3

Minimum inhibitory concentrations of substituted chalcones suppressing growth of the laboratory M. tuberculosis strain H37Rv and clinical M. tuberculosis isolate M299.

ChalconeMIC50 (µM)MIC90 (µM)MIC50 (µM)MIC90 (µM)
M. tuberculosis H37RvM. tuberculosis M299
313.0 ± 3.3 a372.7 ± 3.6 a18.37 ± 3.9 a373.9 ± 1.4
419.7 ± 1.9 a320.1 ± 4.8 b20.1 ± 1.0 a351.5 ± 1.8
512.7 ± 1.9 a303.2 ± 5.411.7 ± 3.4 a289.6 ± 0.7
7>477.9>477.9XXXX
810.5 ± 3.8 a325.9 ± 3.3 b10.2 ± 4.9 a344.7 ± 0.4
924.4 ± 4.5 a252.1 ± 2.7 c53.58 ± 1.9313.0 ± 1.4
1517.1 ± 3.8 a287.8 ± 5.5 c>311.0>311.0
1763.8 ± 6.2 b>416.2XXXX
19112.4 ± 6.4 c>376.8XXXX
2166.9 ± 6.2 b368.2 ± 5.2 aXXXX
2425.3 ± 5.2 a374.6 ± 6.8 a>419.7>419.7
2525.1 ± 5.2 a366.1 ± 3.6 a18.5 ± 3.6 a366.9 ± 0.3
3336.9 ± 4.5 a355.8 ± 4.9 aXXXX
39>373.2>373.2XXXX
40131.7 ± 1.3 c351.8 ± 5.9 aXXXX
4182.1 ± 4.3 b275.3 ± 6.7 cXXXX
Rifampicin0.11 ± 0.020.15 ± 0.080.2 ± 0.183.3 ± 0.16

Values in the same column with different superscript letters (a–c) are significantly different (p < 0.05 or p < 0.001, determined by Tukey test). XX—not defined.

Effect of substituted chalcones on production of proinflammatory mediators (IL-1β and PGE2) by LPS-stimulated RAW 264.7 macrophages. RAW 264.7 cells were treated with LPS (1 µg/mL) in the presence of chalcones (0.8, 4, 20 e 100 µg/mL, the lowest concentration was not used in the PGE assay) for 24 h. The culture supernatants were collected and tested by sandwich ELISA for IL-1β (A) and PGE2 (B). In the IL-1β test, cytokine values determined in untreated and only LPS-treated cell cultures were 0.03 ± 0.1 pg/mL and 922.0 ± 4.6 pg/mL, respectively (A). In the PGE2 test, prostaglandin values determined in untreated and only LPS-treated cell cultures were 0.05 ± 0.1 pg/mL and 436.0 ± 5.8 pg/mL, respectively. Standard drug, indomethacin was used as positive control, at concentrations of 0.2, 0.04, 0.004 and 0.0004 µg/mL and prostaglandin values obtained were 11.8 ± 1.9; 171.8 ± 1.2; 271.6 ± 2.6 and 340.7 ± 1.1 respectively (B). The bars for each chalcone refer to concentrations tested in ascending order. (C) Minimum inhibitory concentrations of substituted chalcones on production of IL-1β and PGE2. Statistical analyses were calculated and values in the same column with different superscript letters (a–e) are significantly different (p < 0.05 or p < 0.001); determined in Tukey test. Values are reported as means ± S.E.M., and differences between groups were considered to be significant at p < 0.001 (***), p < 0.01 (**) and p < 0.05 (*). Effects of chalcones on iNOS and COX-2 expression following RAW 264.7 macrophage stimulation by LPS. Cells were treated with LPS (1 µg/mL) and chalcones (4 and 20 µg/mL) for 24 h, lysed and submitted to western blot for analysis of iNOS (A) and COX-2 (B) expression. The presented results refer to chalcone compounds demonstrating the highest levels of inhibitory activity levels (samples 3, 4, 5, 28, 31, 33). The cells treated with LPS only were used as a positive control of macrophage stimulation (C+). Untreated cells were used as a negative control (C−). Images are representative of two independent experiments that showed similar results. Lower panel, quantification of the protein levels by immunoreactive bands densitometric analysis. Each band was compared to respective positive control band at same membrane. Relative densities were calculated employing ImageJ software. Densitometric protein bands analysis was performed using ImageJ software for Windows (NIH, Bethesda, MD, USA). The value for positive control condition (LPS-stimulated cells) was set as 1 and other conditions were recalculated correspondingly to allow ratio comparisons. Eight chalcones exhibiting higher levels of antimycobacterial activity were additionally tested against the hypervirulent M. tuberculosis strain M299. Only five of them (compounds 3, 4, 5, 8 and 25) showed similar activity profiles against both M. tuberculosis strains (Table 3 and Figure 3), whereas two chalcones (compounds 15 and 24) were significantly less potent against the clinical isolate M299. It should be noted that the strain M299 was more resistant to the antimycobacterial action of rifampicin as well. Comparable levels of bacterial growth inhibition for these strains were obtained after at least a ten-fold increase in rifampicin concentrations used for the treatment of strain M299 compared with those used for the strain H37Rv (Figure 3A,B).
Figure 3

Effect of chalcones on M. tuberculosis growth in bacterial culture and macrophages. Bacterial suspensions (1 × 106 CFU/well) of M. tuberculosis strain H37Rv (A) and clinical isolate M299 (B) were treated or untreated with chalcone samples (0.8, 4, 20 and 100 µg/mL) or rifampicin (0.00032, 0.0016, 0.008, 1 µg/mL for the strain H37Rv and 0.008, 0.04, 0.2 and 10 µg/mL for the strain M299) for 5 days. Bacterial growth in the resulted cultures was quantified by MTT test. Data are presented as a percentage of bacterial growth of each treated culture compared to the growth of corresponding untreated culture (100%). The four bars for each compound refer to concentrations tested in ascending order. Bacterial suspensions treated with antibiotic rifampicin were used as a positive control. Untreated bacterial suspension served as a negative control. (C, D) RAW 264.7 macrophages were infected with M. tuberculosis strain H37Rv at the infection ratio of 1:1 (macrophage:mycobacteria) and treated with chalcones for 4 days. Bacterial intracellular viability after the treatment was determined by bacterial CFU counts (C) and toxicity for macrophages was evaluated by LDH assay (D). The results presented are mean values obtained over three experiments, each done in triplicate. *** p < 0.001, ** p < 0.01 and * p < 0.05 compared to untreated group. Values in the same column with different superscript letters (a–c) are significantly different (p < 0.05 or p < 0.001; determined by Tukey test).

Additionally, we evaluated the effects of chalcones on intracellular growth of M. tuberculosis strain H37Rv in macrophages. The results presented in Figure 3C show that eight of nine studied chalcones, used at a concentration of 100 µg/mL, and six, used at a concentration of 20 µg/mL, were able to reduce drastically (95%–100% inhibition) the intracellular bacillary load demonstrating a good efficacy profile. Minimum inhibitory concentrations of substituted chalcones suppressing growth of the laboratory M. tuberculosis strain H37Rv and clinical M. tuberculosis isolate M299. Values in the same column with different superscript letters (a–c) are significantly different (p < 0.05 or p < 0.001, determined by Tukey test). XX—not defined. Four compounds displayed 70%–75% inhibition, when used at a low concentration of 4 µg/mL. The most active compounds 4 and 5 showed the lowest MIC50 values, 4.2 ± 0.3 and 3.8 ± 0.1 µM, respectively (Figure 3C). Importantly, the toxic effects of compounds 4 and 5 were selective for mycobacteria, whereas the cytotoxicity measured by LDH release test was low (Figure 3D), demonstrating that these compounds are good candidates for the in vivo pharmacological study. For the further investigation of the pharmacological potential of chalcones, in this study, we performed theoretical calculations aimed at investigating the stereoelectronic properties of the studied substituted and unsubstituted chalcones. Since the number of molecules was not enough for a QSAR investigation, the SAR studies were carried out, to identify physicochemical properties that might be related to antimycobacterial activity. An overall 2D and 3D-analysis of chemical structures of these derivatives showed electron-withdrawing groups presence substituted at aromatic rings induced an enhancement in the activity. Besides, methyl substituent at para ring B position (17, 19, 21 and 39) seems to decrease antimycobacterial activity. Analysis of these derivatives electronic properties, including HOMO and LUMO energy and distribution, dipole moment and vector and molecular electrostatic potential maps (MEP), showed that chalcone derivatives present different parameters values, and MEPs alone did not suggest any direct correlation with the antimycobacterial activity (data not shown). Effect of chalcones on M. tuberculosis growth in bacterial culture and macrophages. Bacterial suspensions (1 × 106 CFU/well) of M. tuberculosis strain H37Rv (A) and clinical isolate M299 (B) were treated or untreated with chalcone samples (0.8, 4, 20 and 100 µg/mL) or rifampicin (0.00032, 0.0016, 0.008, 1 µg/mL for the strain H37Rv and 0.008, 0.04, 0.2 and 10 µg/mL for the strain M299) for 5 days. Bacterial growth in the resulted cultures was quantified by MTT test. Data are presented as a percentage of bacterial growth of each treated culture compared to the growth of corresponding untreated culture (100%). The four bars for each compound refer to concentrations tested in ascending order. Bacterial suspensions treated with antibiotic rifampicin were used as a positive control. Untreated bacterial suspension served as a negative control. (C, D) RAW 264.7 macrophages were infected with M. tuberculosis strain H37Rv at the infection ratio of 1:1 (macrophage:mycobacteria) and treated with chalcones for 4 days. Bacterial intracellular viability after the treatment was determined by bacterial CFU counts (C) and toxicity for macrophages was evaluated by LDH assay (D). The results presented are mean values obtained over three experiments, each done in triplicate. *** p < 0.001, ** p < 0.01 and * p < 0.05 compared to untreated group. Values in the same column with different superscript letters (a–c) are significantly different (p < 0.05 or p < 0.001; determined by Tukey test). However, the analysis of α,β-unsaturated carbonyl atoms electrostatic charge and dihedral angles showed some correlation with biological activity. It was observed that the less negative oxygen (O1) and less positive carbonyl carbon (C7) result in more active chalcone derivatives (Table 4). It was also observed that a more negative electrostatic charge on the C9 unsaturated carbon causes activity decrease or loss (Table 4).
Table 4

α,β-Unsaturated carbonyl chalcones derivatives (O1, C7, C8 and C9) electrostatic charging system distribution and variation in dihedral angles according to the substituent change on aromatic rings.

#O1C7C8C9C8, C7, C2, C3C8, C9, C11, C14
3−0.5910.583−0.307−0.16938.51−48.75
4−0.6080.645−0.434−0.07931.0827.78
5−0.5910.564−0.405−0.036−38.8646.97
8−0.5890.610−0.364−0.18439.72−47.79
9−0.5860.582−0.362−0.14239.81−47.43
15−0.5810.562−0.314−0.11639.27−54.30
17−0.6060.633−0.349−0.12938.56−47.76
19−0.6170.646−0.385−0.11341.46−39.66
21−0.6140.646−0.377−0.10340.34−43.67
24−0.6130.651−0.32−0.19536.6−48.40
25−0.6130.650−0.341−0.14836.55−48.18
33−0.5930.654−0.374−0.12453.44−45.43
40−0.6030.66−0.289−0.23335.21−49.64
41−0.5850.659−0.319−0.199−48.8248.58
α,β-Unsaturated carbonyl chalcones derivatives (O1, C7, C8 and C9) electrostatic charging system distribution and variation in dihedral angles according to the substituent change on aromatic rings. Furthermore, it was found that substitution on aromatic rings induces a change in dihedral angle. This may suggest that conformational aspects are influencing these compounds interaction with the Mycobacterium macromolecular target. In addition, we also evaluated Lipinski “Rule of Five”, which is related to oral bioavailability. All active compounds fulfilled Lipinski “Rule of Five” (cLogP ≤ 5, molecular weight ≤ 500, number of hydrogen bond donors ≤ 5 and number of hydrogen-bond acceptors ≤ 10) [21] pointing to a good theoretical oral bioavailability (Table 5).
Table 5

Lipinski’s “rules of five” analysis parameters of biologically active chalcone samples.

ChalconeMIC50 (µM)MWLogPHBDHBA
313.0 ± 3.3 a242.704.3201
419.7 ± 1.9 a251.334.0402
512.7 ± 1.9 a252.273.5403
810.5 ± 3.8 a287.164.5901
924.4 ± 4.5 a305.154.7501
1517.1 ± 3.8 a321.605.1501
1763.8 ± 6.2 b240.284.401
19112.4 ± 6.4 c265.364.5302
2166.9 ± 6.2 b252.314.1202
2425.3 ± 5.2 a238.293.6302
2525.1 ± 5.2 a256.283.7902
3336.9 ± 4.5 a277.144.8801
40131.7 ± 1.3 c283.283.6705
4182.1 ± 4.3 b287.704.3504

Abbreviations: lipophilicity (Log P), molecular weight (MW), number of hydrogen bond donor groups (HBD) and number of hydrogen bond acceptor groups (HBA). Values in the same column with different superscript letters (a–c) are significantly different (p < 0.05 or p < 0.001; determined in Tukey test).

When any drug candidate is developed, some concern is expected due to the possible lack of adequate ADMET properties, which constitute the principal cause of drug disapproval [22]. Here we evaluated in silico the ADMET properties of chalcones active against M. tuberculosis strains which showed good in silico pharmacokinetic profile. ADMET risk provides a range between 0–24, where greater the number, higher the drug probability of not be well tolerated. ADMET risk results were considered acceptable, since values were between 1 and 3 (data not shown), indicating that all chalcones tested probably do not have ADMET problems. Lipinski’s “rules of five” analysis parameters of biologically active chalcone samples. Abbreviations: lipophilicity (Log P), molecular weight (MW), number of hydrogen bond donor groups (HBD) and number of hydrogen bond acceptor groups (HBA). Values in the same column with different superscript letters (a–c) are significantly different (p < 0.05 or p < 0.001; determined in Tukey test). Furthermore, specific toxicity analysis in silico was performed. The biomarkers used for predicted hepatotoxicity diagnostics were alkaline phosphatase (ALP), serum glutamic oxaloacetic transaminase (SGOT), serum glutamic pyruvic transaminase (SGPT), γ-glutamyl transferase (GGT) and lactate dehydrogenase (LDH). Human liver adverse effect for each compound was evaluated as the likelihood of causing elevation in the levels of these enzymes. Chalcone prediction was considered slightly elevated to ALP, SGOT, GGT, as it was also observed for isoniazid and pyrazinamide, highlighting compound 5 for normal level for SGPT. Notwithstanding, good results were found for all chalcones for LDH enzyme, particularly for compound 5 which does not present toxicity for LDH. LDH levels for isoniazid and pyrazinamide were elevated, confirming the hepatotoxic effect of these compounds [23].

2.2. Discussion

Chalcones and their derivatives have attracted increasing attention due to numerous pharmacological applications, such as anti-inflammatory and antimicrobial including antimycobacterial effects. Thus, synthetic accessibility of chalcones has generated great interest among organic and medicinal chemists, encouraging experiments aimed at diversification of the core structure of chalcones and the generation of compounds with improved properties [15]. Inflammation is strongly involved in pathogenesis of most infectious diseases, including TB. In general, proinflammatory mediators production by infected macrophages, such as NO and TNF-α, are essential for protection from mycobacteria. TB treatment is based on the use of antimycobacterial drugs. However, many severe forms of TB, such as miliary TB or tuberculous meningitis, require an additional anti-inflammatory therapy to suppress excessive inflammation [24]. For instance, adjunctive treatment of TB with dexamethasone [25] and prednisolone [26] demonstrated a reduction of mortality and a residual neurological deficit in patients with tuberculous meningitis. An urgent need for effective alternative anti-TB treatment, especially for the severe destructive and disseminated forms of TB frequently associated with exacerbated inflammation, initiated attempts to design and develop compounds with dual activities, i.e., antimycobacterial and anti-inflammatory activities. In this study, we investigated anti-inflammatory and antimycobacterial effects of a series of forty synthesised chalcones with substituents in A and B rings and one commercially-available unsubstituted chalcone. The identification of most active compounds was accompanied by structure- activity relationship (SAR) analysis. The initial screening of chalcones was performed through evaluation of the inhibitory effects of chalcones on the production of NO and TNF-α by LPS-stimulated cultured macrophages. More pronounced levels of inhibitory activity against NO were presented by ten chalcones (compounds 4, 5, 12, 24, 28, 29, 31, 33, 40 and 41), exhibiting IC50 lower than 21 µM. The most active was compound 5 bearing a methylenedioxy group between carbons 3 and 4 of A ring (IC50 2.1 ± 2.7 µM). The methylenedioxy group is generally found attached to an aromatic structure where a methylenedioxybenzene or benzodioxole functional group is formed, and it is widely found in natural products. The presence of this group in Saururus chinensis lignans [27] and in myristicin, found on Myristica fragrans [28] contributed to the capacity of these compounds to inhibit NO production by RAW 264.7 macrophages. To the best of our knowledge, this is the first report demonstrating anti-inflammatory activity for chalcone 5 that has methylenedioxy substituent on the 3,4-position. However, it should be noted that four other compounds evaluated in this study, sharing the methylenedioxy group on ring A, as in compound 5, and additionally having substituents on ring B, presented lower levels of activity than compound 5. Chalcones effectively inhibiting NO were equally effective in suppressing PGE2, and these activities were mediated by inhibition of iNOS and COX-2, respectively. In contrast to production of NO and PGE2 that was easily suppressed by most chalcones, the production of inflammatory cytokines TNF-α and IL-1β was inhibited by few compounds. Considering that some chalcones exhibited increased cytotoxicity for macrophages and were excluded from the further investigation, only three chalcones (compounds 3, 4 and 5) were identified as potent anti-inflammatory agents able to suppress production of principal inflammatory mediators (NO, PGE2, TNF-α and IL-1β) by LPS-stimulated macrophages. Compound 3 was characterized by a chlorine group substituted onto the ring A at 4 position and compound 4 presented a 4'-dimethylamino substituent on ring A. Of note, these substituents have been reported in the previous studies as important structural features characteristic for the anti-inflammatory chalcones [29]. In order to identify chalcones with antimycobacterial properties, the chalcone compounds were screened for their ability to inhibit growth of M. bovis BCG in culture, and active compounds were further tested against M. tuberculosis strains, laboratory strain H37Rv and clinical isolate M299. Some of chalcones included in this study (compounds 24, 25 and 30) have been reported previously to exhibit antimycobacterial activity [16,17,18]. In accordance with these data, compounds 24, 25 and 30 presented satisfactory anti-BCG activity in our experiments. However, only one of them (compound 25) was demonstrated to be active against the M. tuberculosis M299 strain, two other compounds were excluded from the further tests due to strong cytotoxicity or weak activity against M. tuberculosis. It should be noted, that few tested chalcones exhibiting activity against BCG and the laboratory Mtb strain were effective in inhibiting growth of strain M299. Strain M299, belonging to the modern Beijing sublineage of M. tuberculosis, induced in mice severe pulmonary immunopathology in mice leading to early death and was characterised in our previous studies as a hypervirulent strain [20]. Only five chalcones (compounds 3, 4, 5, 8 and 25) showed similar activity profiles against strain M299 and laboratory strain H37Rv. Two chalcones (compounds 15 and 24) and the standard anti-TB drug rifampicin were significantly less potent against the hypervirulent M299 strain that demonstrated a higher level of resistance of this strain to treatment compared with the strain H37Rv. Regarding the ability of chalcones to suppress intracellular growth of M. tuberculosis in macrophages, three highly active compounds (4, 5 and 8) were selected, highlighting the most active compound 5. To our knowledge, this compound has never been tested against mycobacteria, however, the antibacterial activity of this compound against Staphylococcus aureus and Clostridium cladosporioides was demonstrated in one previous work [30]. The antimycobacterial activity against M. tuberculosis strain H37Rv of compound 4 was previously reported, although the data obtained in that study did not provide sufficient information about minimum inhibitory concentration (MIC) and selectivity index [19]. A final analysis of obtained data regarding dual biological activities, antimycobacterial and anti-inflammatory, of the studied chalcones, allows the identification of the two most active compounds (chalcones 4 and 5). Results of the ADME and toxicity in silico study demonstrated that all pharmacokinetics parameters of the studied substituted chalcones were found to be within the range of recommended values, and the most active chalcones, such as compound 5, presented lower levels of predicted hepatotoxicity than the standard anti-TB drugs isoniazid and pyrazinamide. In conclusion, the obtained data demonstrate that chalcone compounds 4 and 5 are promising agents for further prospective studies aimed at the generation of new anti-TB drugs for the adjunctive therapy of severe TB associated with exacerbated inflammation. This is the first report describing a new approach for the screening of anti-TB chalcones focusing on dual biological activities, such as anti-inflammatory and antimycobacterial. And the first time that these both activities were described for compound 5.

3. Experimental Section

3.1. Reagents

Cell culture reagents were purchased from Gibco/Invitrogen (Grand Island, NY, USA). Mycobacteria- specific Middlebrook 7H9 and 7H10 media were obtained from Difco (Detroit, MI, USA); and OADC and ADC supplements were from BD Biosciences (BD, Sparks, MD, USA). Lipopolysaccharide (LPS) from serotype 0111:B4 Escherichia coli, NG-Monomethyl-l-arginine acetate salt (L-NMMA)—inhibitor of iNOS, (cod. M7033), rifampicin (cod. R7382), indomethacin (cod.I7378), 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) and chalcone (1,3-diphenyl-2-propenone) were purchased from Sigma-Aldrich Co. (St. Louis, MO, USA). The chalcone compounds, rifampicin and indomethacin were dissolved in dimethyl sulfoxide (DMSO, Sigma Aldrich); other reagents indicated for cell treatment were dissolved in sterile phosphate buffered saline (PBS) and sterilized by passage through 0.22 mm nylon filters (Corning Inc., Wilkes-Barre, PA, USA). Anti-iNOS (cod. 610328) and anti-COX-2 antibodies (cod. 610203) were obtained from BD Biosciences (San Diego, CA, USA); and horseradish peroxidase-conjugated secondary antibody was from Santa Cruz Biotechnology (Santa Cruz, CA, USA).

3.2. Synthesis of Substituted Chalcones

The synthetic strategy towards the chalcones was based on Claisen-Schimdt reactions between appropriately substituted aromatic aldehydes with acetophenones in absolute ethanol at ambient temperature. The produced chalcones (compounds 2–41) were purified through recrystallization from hot ethanol. Synthesized chalcones and commercially obtained 1,3-diphenyl-2-propenone are depicted in Table 1.

Characterization of the Chalcones

The synthesized compounds were characterized by 200 MHz 1H- and 50 MHz 13C-NMR and mass spectroscopy. Chalcones’ NMR data were in accordance with the corresponding reported literature: 1, 5, 28 [30]; 2, 24, 25, 30 [16]; 3, 6 [31]; 4 [19]; 7 [32]; 8, 34 [33]; 9 [34]; 10 [35]; 11 [36]; 12 [37]; 13 [38]; 14 [39]; 15, 39 [40]; 16, 29 [41]; 17 [42]; 18 [43]; 19 [44]; 20 [45]; 21, 38 [46]; 22 [47]; 23 [48]; 26 [49]; 27, 31 [50]; 32 [51]; 33 [52]; 35 [53]; 36 [54]; 40 [55]; 41 [56].

3.3. Cell Culture and Treatments

Murine RAW 264.7 macrophage cell line (American Type Culture Collection, Manassas, VA, USA), was cultured in Dulbecco’s modified Eagle’s medium (DMEM-F12) supplemented with 10% Fetal Bovine Serum (FBS) and gentamicin (50 µg/mL) in 5% CO2 atmosphere at 37 °C. For experiments, the cells were seeded in 96-well plates (1 × 105 cells/well) and incubated for 24 h at 37 °C. For macrophage stimulation, the cell cultures were treated with LPS (1 µg/mL) and incubated for additional 24 h in the presence or absence of the chalcone samples (samples 1–41) that were used at concentrations of 100, 20, 4 and 0.8 µg/mL. In some experiments, a nitric oxide (NO) inhibitor, L-NMMA (20 μg/mL), was used as a positive control of NO inhibition, and a non-steroidal anti-inflammatory drug indomethacin, known to inhibit production of prostaglandins, was used as a positive control of PGE2 inhibition.

3.4. Quantification of Proinflammatory Mediators (TNF-α, IL-1β, PGE2 and NO)

The frozen culture supernatants samples were thawed and immediately analyzed using commercially available enzyme-linked immunosorbent assay (ELISA) kits to measure TNF-α, IL-1β (BD Biosciences) and PGE2 (R&D Systems, Minneapolis, MN, USA), according to the manufacturer’s instructions. Standard curves for each mediator were generated using reference cytokine concentrations supplied by the manufacturer. Nitric oxide (NO) generation was assessed by the Griess method to measure nitrites, which are stable breakdown NO products [57].

3.5. Macrophage Cytotoxicity Assay

Cytotoxic effects of chalcone samples on RAW 264.7 cell viability in cultures stimulated with LPS were determined using the LDH (lactate dehydrogenase) release assay as previously described [58]. Cytoplasmic enzyme LDH release into cell culture supernatants was detected using a commercial LDH kit (Doles, GO, Brazil). Cell death was expressed as percentage of LDH release, which was calculated using the following formula: percentage of LDH release = 100 × (test LDH release − spontaneous release)/(maximum release − spontaneous release). The maximum release was determined following dissolution of cell monolayers using 1% (vol/vol) Triton X-100. The spontaneous release was determined in supernatants from cultures incubated in the presence of LPS and DMSO, used as a solvent for chalcone samples. IC50 values were calculated by nonlinear regression analysis of log[concentration]/inhibition curves using GraphPad Prism 4 (GraphPad Software Inc., San Diego, La Jolla, CA, USA) applying a sigmoidal dose-response variable slope curve fitting using the different percentage obtained for each corresponding concentration in triplicate and were expressed as means with corresponding 95% confidence interval (CI) from 3 independent experiments.

3.6. Detection of iNOS and COX-2 by Western Blot

RAW 264.7 macrophages were plated in Petri dishes (2 × 107 cells·mL−1) and incubated for 24 h at 37 °C in 5% CO2 atmosphere. After incubation, the confluent macrophage cultures were treated with LPS (1 µg/mL) and chalcone samples with two concentrations of most active chalcones for additional 24 h. The resulted cellular monolayers were washed with PBS 1×, scraped and resuspended in PBS 1×, transferred and centrifuged to obtain cell pellets. The cells were lysed in buffer (10% SDS, 20% glycerol, 5% 2-mercaptoethanol, 2% bromophenol blue and 1 M Tris HCl, pH 6.8, containing protease inhibitors). Protein concentrations were estimated by Bradford method. For western blot analysis, cellular extract samples (60 µg) were submitted to 10% SDSpolyacrylamide gel electrophoresis under non-reducing conditions and transferred to nitrocellulose membranes (Amersham Pharmacia Biotech, Uppsala, Sweden). After blocking with PBS-T (0.5% Tween-20) containing 2.5% (w/v) bovine serum albumin, the membranes were incubated with antibodies against iNOS (1:1000) and COX-2 (1:500) for 1 h at room temperature. After incubation period, the membranes were washed followed by treatment with horseradish peroxidase-conjugated secondary antibody. The resulting membranes were developed using diaminobenzidine/H2O2 as a substrate for peroxidase. In all electrophoresis experiments, a protein standard ladder (Full Range Rainbow-GE Healthcare, Piscataway, NJ, USA) was used to estimate proteins molecular size. Protein bands densitometric analysis was performed using ImageJ software for Windows (NIH, Bethesda, MD, USA). The value for stimulated condition (LPS- treated cells) was set as 1 and other conditions were recalculated correspondingly to allow ratio comparisons.

3.7. Mycobacterial Culture and Evaluation of Bacterial Growth

Three mycobacterial strains differed in virulence were used in this study: avirulent Mycobacterium bovis Bacillus Calmette-Guérin (BCG), vaccine strain Moreau, and two Mycobacterium tuberculosis strains (low virulent laboratory strain H37Rv, ATCC 27294, and highly virulent Mtb Beijing strain M299 isolated from TB patient in Mozambique) evaluated for virulence in previous study [20]. Mycobacterial strains were grown in suspension in 7H9 Middlebrook broth, containing 10% albumin dextrose complex (ADC), 0.5% glycerol and 0.05% Tween-80 at 37 °C under Biosecurity level 3 containment conditions. The suspensions densities were measured by spectrophotometry at 600 nm and corresponding concentrations were determined for each strain serial dilution plating on Middlebrook 7H10 agar plates supplemented with 0.5% glycerol and 10% oleic acid–albumin-dextrose–catalase enrichment (OADC). To study the chalcones’ antimycobacterial activity, we employed the MTT assay to quantify bacterial growth in a liquid medium [16]. The bacterial suspensions were plated (1 × 106 CFU/well in 96-well plate) and incubated in the presence of chalcone samples at concentrations of 100, 20, 4 and 0.8 µg/mL or rifampicin (ranging from 0.0011 to 0.03 µg/mL for M. bovis BCG; from 0.00032 to 1 µg/mL for Mtb H37Rv and from 0.008 to 10 µg/mL for clinical Mtb isolate M299). The plates were sealed and incubated at 37 °C and 5% CO2 for 7 days for M. bovis BCG or 5 days for M. tuberculosis strains. After these periods, the bacterial cultures were incubated for 3 h with MTT solution (5 mg/mL) and then treated with lysis buffer (20% w/v SDS/50% dimethylformamideDMF in distilled water, pH 4.7) for 18 h. Resulted samples optical densities were measured at 570 nm. Untreated bacterial suspensions were used to control spontaneous growth of bacteria.

3.8. Infection of Macrophage Cultures and Quantification of Intracellular Growth

RAW 264.7 macrophages were plated (1 × 105 cells/well) in antibiotic-free DMEM-F12 medium supplemented with 10% fetal bovine serum and incubated for 24 h. Prior to infection, mycobacterial suspensions were sonicated for 1 minute to disperse clumps and optical densities were adjusted to 0.1. The macrophage cultures were infected at a MOI of 1:1 (macrophage: bacterium). Phagocytosis was allowed to progress for 3 h. After 3 h, extracellular mycobacteria were removed by washing with PBS 1X and the infected cell monolayers were treated for 4 days with chalcone samples or rifampicin. Macrophage viability was monitored by LDH assay and was over 80% in all experiments. On day 4 after infection, cells were lysed cells with 1% saponin to release intracellular bacteria. Lysate aliquots were diluted 10-fold in PBS, plated in triplicates on 7H10 agar plates and incubated at 37 °C. After 21 days, total CFU were determined.

3.9. Molecular Modelling and in Silico ADMET Studies

In an attempt to gain insight on the synthesized compounds’ molecular structure, geometric optimization and conformation analysis has performed using Spartan’10 software. Initially, molecules were subjected to conformational analysis using molecular mechanics calculations (MMFFaq) in order to select the lowest energy conformation. After selecting the best conformer, geometric optimization was performed using the semi-empirical method RM1. Finally, the structures were subjected to single-point calculations using the ab initio Hartree-Fock (HF) method with the 6-31G** basis set in order to obtain stereoelectronic and geometric parameters that may be correlated with activity against M. tuberculosis H37Rv strain. All chalcones were submitted to in silico analysis of ADMET using ADMET Predictor™ (Simulation Plus Inc., Lancaster, CA, USA) as isoniazid and pyrazinamide. This software uses mathematical models, based on quantitative structure-activity relationships (QSAR), to predict molecular descriptors for each studied structure, can therefore estimate a certain property. Pharmacokinetics properties were evaluated through ADMET risk score, which is an indicator for potential ADMET problems that a compound might have, since it provides relevant information about optimization compounds and potential security. Lipophilicity, permeability, ionization, permanent electric charge, and hydrogen bonding are presented in ADMET Risk [59]. Hepatoxicity parameters were predicted with relevant biomarkers: alkaline phosphatase (ALP), serum glutamic oxaloacetic transaminase (SGOT), serum glutamic pyruvic transaminase (SGPT), γ-glutamyl transferase (GGT) and lactate dehydrogenase (LDH). Human liver adverse effect for each compound was evaluated as likelihood in these enzymes levels.

3.10. Statistical Analysis

Statistical analysis was performed using variance (ANOVA) one-way analysis and Tukey procedure for multiple range tests, employing Prism 4 software (GraphPad) to assess statistical significance between groups of data. A value of p < 0.05 was considered to be significant.
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