Cockatiels (Nymphicus hollandicus) reject very low levels of plant secondary compounds

The rejection thresholds of caged cockatiels (Nymphicus hollandicus) were tested to determine their sensitivity to plant secondary compounds. Both alkaloids and tannins were tested using a two-bottle method in which purified water was always available in one bottle and an aqueous test solution was available in the other bottle. After each 3-day experimental period, three consumption parameters were recorded (test solution-side consumption, water-side consumption, and a ratio of test solution-side consumption to total consumption). Repeated test periods were conducted with increasingly concentrated test solutions of each compound until one or more consumption parameters were significantly (P<0.05) affected. The results demonstrate that cockatiels prefer purified water to 100 μmol l⁻¹ quinine, 1000 μmol l⁻¹ gramine, 500 μmol l⁻¹ hydrolysable tannin, and 10,000 μmol l⁻¹ condensed tannin. These thresholds for secondary compounds were determined at concentrations that were 16–3900-times more dilute than the thresholds detected for salts and sugars. Moreover, in contrast to the generalization that taste acuity is poorer in birds than in mammals, the data demonstrate that the granivorous cockatiels actually reject quinine at lower concentrations than phytophagic mammals. These findings support the hypothesis that cockatiels use taste to detect, monitor, and possibly avoid intake of potentially toxic compounds.     

Functional consortium for hydrogen production from cellobiose: Concentration-to-extinction approach

A functional bacterial consortium that can effectively hydrolyze cellobiose and produce bio-hydrogen was isolated by a concentration-to-extinction approach. The sludge from a cattle feedlot manure composting plant was incubated with 2.5–20 g l^?1 cellobiose at 35 °C and pH 6.0. The microbial diversity of serially concentrated suspensions significantly decreased following increasing cellobiose concentration, finally leaving only two viable strains, Clostridium butyricum strain W4 and Enterococcus saccharolyticus strain. This consortium has a maximum specific hydrogen production rate of 2.19 mol H₂ mol hexose^?1 at 5 g l^?1 cellobiose. The metabolic pathways shifted from ethanol-type to acetate-butyrate type as cellobiose concentration increased from 2.5 to >7 g l^?1. The concentration-to-extinction approach is effective for isolating functional consortium from natural microflora. In this case the functional strains of interest are more tolerant to the increased loadings of substrates than the non-functional strains.     

Biodegradation of Tapis blended crude oil in marine sediment by a consortium of symbiotic bacteria

Biodegradation rate and the high molecular weight hydrocarbons are among the important concerns for bioremediation of crude oil. Inoculation of a non-oil-degrading bacterium as supplementary bacteria increased oil biodegradation from 57.1% to 63.0% after 10 days of incubation. Both the oil-degrading bacteria and the non-oil-degrading bacteria were isolated from Malaysian marine environment. Based on the 16S rDNA sequences, the oil-degrading bacteria was identified as Pseudomonas pseudoalcaligenes (99% similarity) while the non-oil-degrading bacterium was Erythrobacter citreus (99% similarity). E. citreus does not grow on crude oil enriched medium under present experimental condition but it withstands 5000 mg kg^?1 Tapis blended crude oil in sediment. Under optimal condition, the oil-degrading bacterium; P. pseudoalcaligenes, alone utilized 583.3 ± 3.8 mg kg^?1 (57.1%) at the rate of 3.97 × 10^?10 mg kg^?1 cell^?1 day^?1 Tapis blended crude oil from 1000 mg kg^?1 oil-contaminated sediment. Inoculation of E. citreus as the supplementary bacteria to P. pseudoalcaligenes enhanced biodegradation. The bacterial consortium degraded 675.8 ± 18.5 mg kg^?1 (63.0%) Tapis blended crude oil from the 1000 mg kg^?1 oil-contaminated sediment. Biodegradation rate of the bacterial consortium increased significantly to 4.59 × 10^?10 mg kg^?1 cell^?1 day^?1 (p = 0.02). Improvement of the oil degradation by the bacterial consortium was due to the synergetic reaction among the bacterial inoculants. There are two implications: (1) E. citreus may have a role in removing self-growth-inhibiting compounds of P. pseudoalcaligens. (2) P. pseudoalcaligenes degraded Tapis blended crude oil while E. citreus competes for the partially degraded hydrocarbons by P. pseudoalcaligenes. P. pseudoalcaligenes forced to breakdown more hydrocarbons to sustain its metabolic requirement. The bacterial consortium degraded 78.7% of (C₁₂–C₃₄) total aliphatic hydrocarbons (TAHs) and 74.1% of the 16 USEPA prioritized polycyclic aromatic hydrocarbons.     

Highly soluble expression and molecular characterization of an organic solvent-stable and thermotolerant lipase originating from the metagenome

A novel organic solvent-stable and thermotolerant lipase gene (designated ostl28) was cloned from a metagenomic library and overexpressed in Escherichia coli BL21 (DE3) in soluble form. OSTL28 contained 262 amino acids with relative molecular mass 30.1 kDa and isoelectric point 9.7. The optimum pH and temperature of the OSTL28 were 7.5 and 60 °C, respectively. OSTL28 was stable in the pH range of 4.5–9.5 and at temperatures below 65 °C. The enzyme could hydrolyze a wide range of ρ-nitrophenyl esters, but its best substrate is ρ-nitrophenyl laurate with the highest activity of 236 U/mg (54,000 U/L). The recombinant OSTL28 was highly resisted to organic solvents, especially glycerol and methanol. The metal ions, with the exception of Hg²⁺ and Ag⁺, did not have any influence on enzyme activity, whereas non-ionic surfactants and Al³⁺ slightly activated the enzyme. These features indicate that it is a potential biocatalyst for biodiesel production.     

Synthesis and anti-hyperglycemic activity of hesperidin derivatives

A series of hesperidin derivatives were prepared and identified by IR, ¹H NMR, and MS spectra. These compounds were evaluated in vitro and in vivo based on α-glucosidase inhibition, glucose consumption of HepG2 cells, and blood glucose level in streptozotocin-induced diabetic mice. The results revealed that all the compounds exhibited anti-hyperglycemic activities. The inhibition at 10^?3 M of compounds 3 and 7a on α-glucosidase were 55.02% and 53.34%, respectively, as compared to 54.80% by acarbose. Treated by compound 3 and the reference drug metformin, glucose consumption of HepG2 cell were 1.78 and 2.11 mM, respectively. After the streptozotocin-induced diabetic mice were oral administrated with compound 3 at 100 mg kg^?1 d^?1 for 10 days, the blood glucose level of 3 treated mice (13.23 mM, P <0.05) showed significant difference when compared to model control (23.03 mM). Thus, compound 3 exhibited promising anti-hyperglycemic activity.     

Characterization of a spore surface lipase from the biocontrol agent Metarhizium anisopliae

A Metarhizium anisopliae spore surface lipase (MASSL) strongly bound to the fungal spore surface has been purified by ion exchange chromatography on DEAE sepharose followed by ultrafiltration and hydrophobic interaction chromatography on phenyl sepharose. Electrophoretic analyses showed that the molecular weight of this lipase is ～66 kDa and pI is 5.6. Protein sequencing revealed that identified peptides in MASSL shared identity with several lipases or lipase-related sequences. The enzyme was able to hydrolyze triolein, the animal lipid cholesteryl stearate and all ρNP ester substrates tested with some preference for esters with a short acyl chain. The values of K_m and V_max for the substrates ρNP palmitate and ρNP laurate were respectively 0.474 mM and 1.093 mMol min^?1 mg^?1 and 0.712 mM and 5.696 mMol min^?1 mg^?1. The optimum temperature of the purified lipase was 30 °C and the enzyme was most stable within the most acid pH range (pH 3–6). Triton X-100 increased and SDS reduced enzyme lipolytic activity. MASSL activity was stimulated by Ca²⁺, Mg²⁺ and Co²⁺ and inhibited by Mn²⁺. The inhibitory effect on activity exerted by EDTA and EGTA was limited, while the lipase inhibitor Ebelactone B completely inhibited MASSL activity as well as PMSF. Methanol 0.5% apparently did not affect MASSL activity while β-mercaptoethanol activated the enzyme.     

Near native binding of a fluorescent serotonin conjugate to serotonin type 3 receptors

Described is the synthesis of 5-hydroxytryptamine-tetramethylrhodamine (5HT¹); an indole nitrogen linked fluorescent conjugate of serotonin. Through a series fluorescence quenching experiments and experiments in the presence of a known competitive antagonist (Granisetron), it was shown that 5HT¹ specifically binds to purified homo-pentameric type-3 human serotonin receptors (5HT_3A). The measured dissociation constant and Hill coefficient are K_d = 83 ± 3 nM and n = 3.1 ± 0.3, respectively which is indicative of multi-ligand binding and cooperativity similar to that of unconjugated serotonin.     

Fructanolytic and saccharolytic enzymes of Treponema zioleckii strain kT

Enzymes in the newly described rumen bacterium, Treponema zioleckii strain kT, capable of digesting Timothy grass fructan, inulin, and sucrose were identified and characterized. Two specific endolevanases and one non-specific β-fructofuranosidase were found in a cell-free extract. The molecular weight of the endolevanases were estimated to be 60 and 36 kDa, whereas that of β-fructofuranosidase, 87 kDa. The former of the specific enzymes was associated with the outer membrane, while the latter and the non-specific β-fructofuranosidase, with the periplasm or cytosol. The K_m and V_max for Timothy grass fructan degradation by endolevanase were 0.27% and 15.75 μM fructose equivalents × mg protein^?1 × min^?1, those for sucrose and inulin digestion by β-fructofuranosidase were 1.35 × 10^?3 M and 1.73 μM hexoses × mg protein^?1 × min^?1 and 1.77% and 1.83 μM hexoses × mg protein^?1 × min^?1, respectively.     

Xanthine oxidase inhibitory terpenoids of Amentotaxus formosana protect cisplatin-induced cell death by reducing reactive oxygen species (ROS) in normal human urothelial and bladder cancer cells

The diterpenoids (+)-ferruginol (1), ent-kaur-16-en-15-one (2), ent-8(14),15-sandaracopimaradiene-2α,18-diol (3), 8(14),15-sandaracopimaradiene-2α,18,19-triol (4), and (+)-sugiol (5) and the triterpenoids 3β-methoxycycloartan-24(24¹)-ene (6), 3β,23β-dimethoxycycloartan-24(24¹)-ene (7), 3β,23β-dimethoxy-5α-lanosta-24(24¹)-ene (8), and 23(S)-23-methoxy-24-methylenelanosta-8-en-3-one (9), isolated from Amentotaxus formosana, showed inhibitory effects on xanthine oxidase (XO). Of the compounds tested, compound 5 was a potent inhibitor of XO activity, with an IC₅₀ value of 6.8 ± 0.4 μM, while displaying weak ABTS radical cation scavenging activity. Treatment of the bladder cancer cell line, NTUB1, with 3–10 μM of compound 5 and 10 μM cisplatin, and immortalized normal human urothelial cell line, SV-HUC1, with 0.3–1 μM and 10–50 μM of compound 5 and 10 μM cisplatin, respectively, resulted in increased viability of cells compared with cytotoxicity induced by cisplatin. Treatment of NTUB1 with 20 μM cisplatin and 10 or 30 μM of compound 5 resulted in decreased ROS production compared with ROS production induced by cisplatin. These results indicate that 10 or 30 μM of compound 5 in NTUB1 cells may mediate through the suppression of XO activity and reduction of reactive oxygen species (ROS) induced by compound 5 cotreated with 20 μM cisplatin and protection of subsequent cell death.     

Anion inhibition study of the β-class carbonic anhydrase (PgiCAb) from the oral pathogen Porphyromonas gingivalis

The oral pathogenic bacterium Porphyromonas gingivalis, encodes for two carbonic anhydrase (CA, EC 4.2.1.1) one belonging to the β-class (PgiCAb) and another one to the γ-class (PgiCA). This last enzyme has been characterized earlier for its inhibition profile with various classes of CA inhibitors, such as the sulfonamides and anions, whereas for PgiCAb such data were not yet reported. Here we show that PgiCAb has a good catalytic activity for the CO₂ hydration reaction, with k_cat 2.8 × 10⁵ s⁻¹ and k_cat/K_m of 1.5 × 10⁷ M⁻¹ × s⁻¹, being inhibited by cyanate and diethyldithiocarbamate in the submillimolar range (K_Is of 0.23–0.76 mM) and more efficiently by sulfamide, sulfamate, phenylboronic acid and phenylarsonic acid (K_Is of 60–78 μM). The anion inhibition profile of the two P. gingivalis enzymes is very different. Identification of selective inhibitors of PgiCAb/PgiCA may lead to pharmacological tools useful for understanding the physiological role(s) of these enzymes, since this bacterium is the main causative agent of periodontitis and few treatment options are presently available.     

Purification and characterization of an extracellular cholesterol oxidase from a Bordetella species

A soil-isolated bacterium (strain B4) was identified as a species of Bordetella and deposited with the China General Microbiological Culture Collection (code, CGMCC 2229). The bacterium grew in a mineral medium, on cholesterol as a sole source of carbon and energy. Only one metabolite of cholesterol was accumulated in detectable amounts during the strain growth. It was identified as 4-cholesten-3-one. Cholesterol oxidase (COD) (EC 1.1.3.6), which catalyzes cholesterol into this metabolite, was evidenced from the strain. The conditions of the bacterium growth were optimized for extracellular enzyme production, which then reached around 1700 UL⁻¹ within 24 h culturing. The enzyme was purified from the spent medium of the strain to homogeneity on SDS-PAGE, and characterized. Its molecular mass, as estimated by this technique, was 55 kDa. COD showed an optimum activity at pH 7.0. It was completely stable at pH 5.0 and 4 °C for 48 h, and retained 80% at least of its initial activity at pH 4.0 or at a pH of 6.0–10.0. The optimum temperature for its reaction was 37 °C. The thermal stability of COD was appreciable, as 90% or 80% of its initial activity was recovered after 1 h or 2 h incubation at 50 °C. Ag⁺ or Hg⁺ at 1 mM, was inhibitor of COD activity, while Cu²⁺, at the same concentration, was activator. The COD K_m, determined at 37 °C and pH 7.0, was 0.556 mM. The enzyme was stable at pH 7.0 and 37 °C during 24 h mechanical shaking in the presence of 33% (v/v) of either of the solvents, dimethylsulfoxide, ethyl acetate, butanol, chloroform, benzene, xylene or cyclohexane.     

Molecular cloning and high-level expression of a β-galactosidase gene from Paecilomyces aerugineus in Pichia pastoris

A β-galactosidase gene (designated PaGalA) was cloned for the first time from Paecilomyces aerugineus and expressed in Pichia pastoris under the control of the AOX1 promoter. The coding region of 3036 bp encoded a protein of 1011 amino acids with a deduced molecular mass of 108.7 kDa. The PaGalA without the signal peptide was cloned into a vector pPIC9K and was expressed successfully in P. pastoris as active extracellular β-galactosidase. The recombinant β-galactosidase (PaGalA) was secreted into the medium at an extremely high levels of 22 mg ml⁻¹ having an activity of 9500 U ml⁻¹ from high density fermentation culture, which is by far the highest yield obtained for a β-galactosidase. The purified enzyme with a high specific activity of 820 U mg⁻¹ had a molecular mass of 120 kDa on SDS-PAGE. PaGalA was optimally active at pH 4.5 and a temperature of 60 °C. The recombinant β-galactosidase was able to hydrolyze lactose efficiently at pH 5.0 and 50 °C. It also possessed transglycosylation activities at high concentrations of lactose. PaGalA exhibited better lactose hydrolysis efficiency in whey than two other widely used commercial lactases. The extremely high expression levels coupled with favorable biochemical properties make this enzyme highly suitable for commercial purposes in the hydrolysis of lactose in milk or whey.     

Antimicrobial and anti-biofilm properties of new taxodione derivative from hairy roots of Salvia austriaca

The aim of the present report was to evaluate antimicrobial/anti-biofilm activity of 7-(2-oxohexyl)-taxodione, a novel taxodione derivative isolated from n-hexane extract of Salvia austriaca hairy roots. Antimicrobial assays showed that 7-(2-oxohexyl)-taxodione was at least 4 times more active than taxodione against methicillin-susceptible as well against methicillin-resistant staphylococci with MIC of 1.25–2.5 μg ml⁻¹. This compound was less active against vancomycin-resistant enterococci (VRE), on the same level as taxodione (MIC ranged 10.0–20.0 μg ml⁻¹). The presence of 7-(2-oxohexyl)-taxodione in the culture medium (at MIC, ½ MIC or ¼ MIC) decreased adhesion of staphylococci to abiotic surfaces, which in turn caused a reduction in biofilm formation during 24 h, by approximately 25–30%. Also, the extent of established biofilm eradication was found to be significant, although it required an increased concentration of the compound. This is the first report on the antimicrobial activity of this, up to now not known compound, isolated from transformed roots of S. austriaca.     

New oleanane-type saponins: Leptocarposide B-D,from Ludwigia leptocarpa (Onagraceae)

Three new oleanane-type saponins, leptocarposide B-D (1–3), were isolated from the whole plant of Ludwigia leptocarpa (Nutt.) Hara, together with ten known compounds 4–13.The structures of these compounds were determined by interpretation of their spectral data, mainly HR-TOFESIMS, 1D-NMR (¹H, ¹³C) and 2D-NMR (¹H–¹H COSY, HSQC, HMBC, and NOESY), and by comparison with the literature data. The structures of the new compounds were established as 28-O-β-d-xylopyranosyl-(1 → 4)-α-l-rhamnopyranosyl-(1 → 2)-[α-l-arabinopyranosyl-(1 → 3)]-4-O-(3′-hydroxybutanoyloxy-3-hydroxybutanoyloxy)-β-d-fucopyranosyl zanhic acid (1); 3-O-β-d-glucopyranosyl-28-O-β-d-xylopyranosyl-(1 → 4)-α-l-rhamnopyranosyl-(1 → 2)-4-O-(3′-hydroxybutanoyloxy-3-hydroxybutanoyloxy)-β-d-fucopyranosyl medicagenic acid (2); 3-O-β-d-glucopyranosyl-(1 → 4)-β-d-glucopyranosyl-28-O-β-d-xylopyranosyl-(1 → 4)-α-l-rhamnopyranosyl-(1 → 2)-[α-l- arabinopyranosyl-(1 → 3)]-4-O-(3′-hydroxybutanoyloxy-3-hydroxybutanoyloxy)-β-d-fucopyranosyl zanhic acid (3).     

Kojic acid derived hydroxypyridinone–chloroquine hybrids: Synthesis,crystal structure,antiplasmodial activity and β-haematin inhibition

Aminochloroquinoline–kojic acid hybrids were synthesized and evaluated for β-haematin inhibition and antiplasmodial activity against drug resistant (K1) and sensitive (3D7) strains of Plasmodium falciparum. Compound 7j was the most potent compound in both strains (IC₅₀^3D7 = 0.004 μM; IC₅₀^K1 = 0.03 μM) and had the best β-haematin inhibition activity (0.07 IC₅₀ equiv vs 1.91 IC₅₀ equiv for chloroquine). One compound 8c was found to be equipotent in both strains (IC₅₀ = 0.04 μM).     

Isolation and characterization of trehalose tetraester biosurfactants from a soil strain Micrococcus luteus BN56

The bacterium Micrococcus luteus BN56, isolated from soil, was found to produce glycolipid biosurfactants when grown on n-hexadecane as the sole carbon source. The purified glycolipids were characterized using ¹H, ¹³C, ¹H COSY NMR-spectroscopy and ESI-MS spectrometry analyses. The two main products were identified as trehalose tetraesters with molecular mass of 876 and 848 g mol^?1. The purified products reduced the surface tension of water from 72 to 24.1 mN m^?1 and the interfacial tension between water and hexadecane from 43.0 to 1.7 mN m^?1. The CMC of these biosurfactants was found to be 25 mg l^?1. The strain formed stable emulsions with hydrocarbon substrates and was suggested that the hydrophobic cells acted as emulsion-stabilizing agents. The results demonstrate that the strain M. luteus BN56 may be well suited for bioremediation of oil-contaminated environments.     

Estimating the contribution of N-sulfocarbamoyl paralytic shellfish toxin analogs GTX6 and C3 + 4 to the toxicity of mussels (Mytilus galloprovincialis) over a bloom of Gymnodinium catenatum

Gymnodinium catenatum, a dinoflagellate species with a global distribution, is known to produce paralytic shellfish poisoning (PSP) toxins. The profile of toxins of G. catenatum is commonly dominated by sulfocarbamoyl analogs including the C3 + 4 and GTX6, which to date has no commercial certified reference materials necessary for their quantification via chemical methods, such as liquid chromatography. The aim of this study was to assess the presence of C3 + 4 and GTX6 and their contribution to shellfish toxicity. C3 + 4 and GTX6 were indirectly quantified via pre-column oxidation liquid chromatography with fluorescence detection after hydrolysis conversion into their carbamate analogs. Analyses were carried out in mussel samples collected over a bloom of G. catenatum (>63 × 10³ cells l⁻¹) in Aveiro lagoon, NW Portuguese coast. Concentration levels of sulfocarbamoyl toxin analogs were two orders of magnitude higher than decarbamoyl toxins, which were in turn one order of magnitude higher than carbamoyl toxins. Among the sulfocarbamoyl toxins, C1 + 2 were clearly the dominant compounds, followed by C3 + 4 and GTX6. The least abundant sulfocarbamoyl toxin was GTX5. The most important compounds in terms of contribution for sample toxicity were C1 + 2, which justified 26% of the PSP toxicity. The lesser abundant dcSTX constitutes the second most important compound with similar % of toxicity to C1 + 2, C3 + 4 and GTX6 were responsible for approximately 11% and 13%, respectively. The median of the sum of C3 + 4 and GTX6 was 27%. These levels reached a maximum of 60% as was determined for the sample collected closest to the G. catenatum bloom. This study highlights the importance of these low potency PSP toxin analogs to shellfish toxicity. Hydrolysis conversion of C3 + 4 and GTX6 is recommended for determination of PSP toxicity when LC detection methods are used for PSP testing in samples exposed to G. catenatum.     

Synthesis and evaluation of 2-amino-dihydrotetrabenzine derivatives as probes for imaging vesicular monoamine transporter-2

A novel series of analogs of 2-amino-dihydrotetrabenazine derivatives, 4–6, targeting the vesicular monoamine transporter have been prepared. In vitro binding was carried out in tissue homogenates prepared from rat striatal tissue homogenates with both [¹²⁵I]-iodovinyl-TBZ and [³H]DTBZ. There was a good correlation (r² = 0.925) between the affinities of the different compounds for [¹²⁵I]-iodovinyl-TBZ and [³H]-DTBZ binding. Compound 5 exhibited a better affinity for the vesicular monoamine transporter (K_i = 8.68 ± 1.26 nM and 7.01 ± 0.07 nM, respectively), which may be a good lead compound for further structural modification to develop useful probes for VMAT2.     

Flavonol triglycosides of leaves from Maytenus robusta with acetylcholinesterase inhibition

Although Maytenus robusta aqueous infusions of leaves are used in Brazilian traditional medicine for stomach disease treatment, only a few chemical studies of this species are found in literature. The phytochemical investigation of methanol extract from M. robusta leaves yielded the known compound kaempferol (3) and two new flavonol glycosides: kaempferol-3-O-β-d-glucopyranosyl-(1 → 3)-α-L-rhamnopyranosyl-(1 → 2)-β-d-glucopyranoside (1) and quercetin-3-O-β-d-glucopyranosyl-(1 → 3)-α-L-rhamnopyranosyl-(1 → 2)-β-d-glucopyranoside (2). The chemical structures of 1 and 2 were elucidated by 1D/2D NMR, ESI–MS and ESI–MS² spectral data. It is the first time flavonoids have been reported from M. robusta. Flavonols 1 and 2 showed 66% and 80% acetylcholinesterase (AChE) inhibition, compared to 93% of the standard eserine, by the Ellman’s method. These substances are one of the few active flavonols linked to a trisaccharide chain in the literature presenting this activity, and contribute to the screening for new types of natural AChE inhibitors.     

Antimycobacterial activity evaluation,time-kill kinetic and 3D-QSAR study of C-(3-aminomethyl-cyclohexyl)-methylamine derivatives

A series of C-(3-aminomethyl-cyclohexyl)-methylamine derivatives were synthesized and evaluated for their antitubercular activity. Some of the compounds exhibited potent activity against Mycobacterium tuberculosis H37Rv. One of the compound having t-butyl at para position of the benzene ring showed excellent activity even better than the standard drug ethambutol with MIC value 1.1 ± 0.2 μM. The time-kill kinetics study of two most active compounds showed rapid killing of the M. tuberculosis within 4 days. Additionally atom-based quantitative structure–activity relationship (QSAR) model was developed that gave a statistically satisfying result (R²) = 0.92, Q² = 0.75, Pearson-R = 0.96 and effectively predicts the anti-tuberculosis activity of training and test set compounds.