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Applied and Environmental Microbiology, January 2006, p. 819-825, Vol. 72, No. 1
0099-2240/06/$08.00+0 doi:10.1128/AEM.72.1.819-825.2006
Copyright © 2006, American Society for Microbiology. All Rights Reserved.
Department of Biomedical Sciences, College of Veterinary Medicine,1 Department of Microbiology, College of Science, Oregon State University, Corvallis, Oregon 973312
Received 6 September 2005/ Accepted 24 October 2005
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2.0-fold over the baseline were sequenced. Seventeen genes, most encoding proteins of the tricarboxylic acid (TCA) cycle and GDP-mannose and fatty acid biosynthesis, were identified. Their regulation in M. avium was confirmed by examining the expression of a set of genes by real-time PCR after incubation on PVC plates. In addition, screening of 2,000 clones of a transposon mutant bank constructed using M. avium strain A5, a mycobacterial strain with the ability to produce large amounts of biofilm, revealed four mutants with an impaired ability to form biofilm. Genes interrupted by transposons were homologues of M. tuberculosis 6-oxodehydrogenase (sucA), enzymes of the TCA cycle, protein synthetase (pstB), enzymes of glycopeptidolipid (GPL) synthesis, and Rv1565c (a hypothetical membrane protein). In conclusion, it appears that GPL biosynthesis, including the GDP-mannose biosynthesis pathway, is the most important pathway involved in the production of M. avium biofilm. |
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Mycobacterium smegmatis, as well as M. avium, has been shown to produce a biofilm or a biofilm-like structure (6, 19). The outermost layers of the M. smegmatis and M. avium cell walls contain glycopeptidolipid (GPL), whereas the outermost layer of M. tuberculosis is made of phenolic glycolipids, dimycocerosate, and lipo-oligosaccharides (24). Recent studies suggest that the M. smegmatis biofilm is associated with a GPL present on the cell wall, and indirect evidence indicates a similar role in M. avium (6). Aspects of biofilm formation have begun to be examined with M. smegmatis. Transposon inactivation of the GPL gene clusters in M. smegmatis decreased the production of biofilm, and the deletion of the genes tmtp and mps revealed their involvement in biofilm formation upon seeding of the bacterium on polyvinyl chloride (PVC) plates (19, 26). The tmtp gene is highly conserved between M. smegmatis and M. avium, with both organisms having genes encoding one small (tmtpA) and two large (tmtpB and tmtpC) putative transmembrane transport proteins in the same operon. The proposed function involves the transport of the precursor of GPL from the inner membrane. The mps genes are identified as pstA, -B, and -C, constituting the GPL gene clusters in M. avium (GenBank accession no. AF143772). The peptide synthetase (mps, Mps protein) has a role in the initial step of GPL synthesis, i.e., in the assembly of the lipopeptide core and acceptor of acyl-Phe, which is modified by sequential addition of threonine, alanine, and alaninol (4). This lipopeptide core may subsequently be glycosylated with rhamnose and 6-deoxytalose, resulting in the nonspecific GPL (nsGPL). The acetyltransferase (atf1) acetylates on 6-deoxytalose in the cell wall, and the putative tmtpC (Tmtpc) protein transports it to the outermost layer of the cell wall (4, 19, 26). However, the roles of GPLs in biofilm formation are still not well defined.
The genetic determinant of biofilm formation in M. avium has not been clearly identified. It was reported that M. avium A5 produced increased amounts of biofilm compared with the M. avium 101, M. avium 104, and M. avium 109 strains (6). Furthermore, M. avium strains produced more biofilm when inoculated in water than in 7H9 broth on a PVC surface. During biofilm formation, microorganisms rarely come into contact with a clean surface and normally colonize a surface that has been modified following the absorption of molecules from the environment, such as water and proteins, etc. The M. avium 101 and 104 strains belong to serotype 1, while M. avium A5 and strain 109 belong to serotype 4. Krzywinska and Schorey (17) described the genomic differences, especially in GPL gene clusters, between M. avium 104 (the strain from which the genome sequence is available) and M. avium A5. Those authors identified that the GPL was highly conserved upstream of the GPL clusters methyl transferase B (mtf B), glycosyl transferase A (gtf A), rhamnosyl transferase A (rtf A), mtf C, mtf D, and dehydrogenase A (dhg A). But downstream of these gene clusters, the GPL is quite different between M. avium 104 and M. avium A5. In addition, it was shown that M. avium A5 has the GDP-D-mannose dehydratase mdht gene (GenBank accession no. AAD20373) and the GDP-6-deoxy-4-keto-D-mannose 3-5-epimerase-4-reductase mer gene (AAD20374) (17). These two enzymes catalyze the transformation of GDP-mannose to GDP-fucose (34). Since GDP-fucose is an important substrate for the GPL, especially for serovar-specific GPL, it is supposed to reflect the different means of biofilm formation between the M. avium 104 and M. avium A5 strains.
In this study, we used two strategies, the screening of a transposon mutant library and of a green fluorescent protein (GFP) promoter library to identify M. avium genes associated with biofilm formation on a solid surface that is encountered in water pipes.
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Escherichia coli strain DH5
(Stratagene, La Jolla, CA) was used as the host for plasmid construction. GFP-mut2 genes were generated by PCR from the pKEN plasmid, obtained from Rafael Valdivia and Stanley Falkow, Stanford University. GFP-mut2 genes were cloned into the promoterless reporter plasmid pMV261 (9). Temperature-sensitive plasmid pTNGJC was constructed based on the pUC18 vector, as described previously (18).
Briefly, the transposon Tn5367 was cut from pYUB285 and cloned in the EcoRI and HindIII restriction sites, making the plasmid pUC18-Tn5367 (Table 1). The transposon contains the kanamycin-resistant gene as a cassette. The temperature-sensitive mycobacterial origin of replication was removed from pCG79 (provided by B. Gicquel, Institute Pasteur, Paris, France) and inserted in pUC19-Tn5367, using the HindIII restriction site, to create pTNGJC. Transformation with pTNGJC in M. avium A5 was carried out according to protocol described previously (12).
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TABLE 1. Plasmids and strains used in this study
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Construction of the M. avium A5 transposon library.
M. avium A5 competent cells were washed with 10% glycerol three times at 4°C and 3,000 rpm and diluted in 1 ml 10% glycerol. Bacteria were submitted to electroporation using a Gene Pulser Xcell (Bio-Rad, CA) and plated on 7H11 agar with 400 µg/ml of kanamycin (9). A clone containing the plasmid pTNGJC-KAN was grown at 30°C for 3 weeks in 7H9 broth in the presence of 200 µg/ml of kanamycin. After the number of bacteria in suspension reached approximately 1 x 109 CFU, the culture was placed at 41°C for 3 days. Because pTNGJC-KAN contains a temperature-sensitive Myc origin of replication, the shift in temperature eliminated the plasmid, and all surviving kanamycin-resistant cells necessarily contained pTNGJC-KAN in the bacterial chromosome (18). The suspension was then diluted and plated onto 7H11 agar with kanamycin at 37°C. Colonies were harvested and screened by PCR for the presence of the kanamycin gene (Table 1). Primers for the Km gene were 5'-TGTTCAACAGGCCAGCCA-3' (forward) and 5'-TAATGTCGGGCAATCAGGTG-3' (reverse). Twenty colonies were selected and tested for the presence of the transposon-Km gene. All 20 contained the transposon.
Selection of clones deficient in biofilm formation.
Biofilm (or biofilm-like) formation was determined as previously described (6). Briefly, 1 x 108 bacteria in 200 µl of Hanks' buffered salt solution (HBSS) were seeded on PVC 96-well microplates. Plates were incubated at 37°C for up to 14 days. To measure the biofilm formation, the supernatant was removed gently from each well, and 25 µl of a 2% crystal violet solution was added to each well (the dye stains bacterial cells but not the PVC material). The plates were incubated at room temperature for 15 min and rinsed three times with HBSS. The crystal violet was dissolved in 95% ethanol, and biofilm formation was analyzed at 570 nm, as previously reported (6, 26). Two thousand mutants were screened. The experiments were repeated at least five times.
Identification of the transposon-inactivated gene.
The genes inactivated were identified by using a nonspecific, nested suppression PCR (34). The primer used was 5'-CCATCATCGGAAGACCTC-3'. PCR cycling was as follows: 35 cycles of 94°C for 30 s, 50°C for 1 min, and 72°C for 4 min. Prior to the first cycle, a temperature of 94°C was held for 5 min, and at the end of the last cycle, a temperature of 72°C was maintained for 7 min. The primer used for the second PCR was 6 nucleotides (GACCCC) longer at the 3' end. The PCR cycling was the same as the first PCR, except the annealing cycle was for 30 s at 56°C using Pfu DNA polymerase (Stratagene). The PCR products were run in 1% agarose gel, and each PCR band that appeared on the gel was cut and extracted using a gel extraction kit (QIAGEN). The PCR amplifications were cloned into the pCR2.0 TOPO vector (Invitrogen, Carlsbad, CA) and submitted for sequencing (18).
Complementation of the mutants.
The sequences of the isogenic mutants of 5G4 (MA1565c), 6H9 (sucA), and 9B5 (pcd) were obtained using the M. avium 104 genome BLAST network service of the NCBI. The primers for selected genes were 5G4 forward (5'-GAG AAT TCG CGG GTT TTC GGT AAA TTA GC-3'), 5G4 reverse ('-GTA AGC TTT TTC GAG GCG GCA GAG CCG AT-3' [2,232 bp]), 6H9 forward (5'-GAG AAT TCA TGT ACC GCA AGT TCC GCG AC-3'), 6H9 reverse (5'-GTA AGC TTT CGG GCA GCT CCA GGC CGA AT-3' [3,573 bp]), 9B5 forward (5'-GAG AAT TCG AGC ACG CGA TAA CCC AAG CA-3'), and 9B5 reverse 5'-GTA AGC TTA ATC GCG TCG TCC AGC CGG TC-3' [1,091 bp]). The genes were amplified by PCR, and then the product was digested with both EcoRI and HindIII restriction enzymes. The genes were inserted into EcoRI and HindIII restriction sites of the pMV261-AprII plasmid. The plasmid was transformed into E. coli competent cells (DH5a-T1 chemical competent cell [Invitrogen]) for replication. The plasmid was then purified using a plasmid extraction kit (Stratagene). Plasmids containing the functional genes were electroporated into 5G4, 6H9, and 9B5 competent cells, as described above. The bacteria were then plated onto 7H11 agar containing 400 µg/ml apramycin (Apr). The PCR production was cloned into the pMV261-AprII plasmid containing the hsp60 promoter upstream of the genes and an Apr-resistant gene to create pMV261-5G4, pMV261-6H9, and pMV261-9B5. To confirm transformation, the Apr gene was identified by PCR application; the primers for the Apr gene were 5'-GCATCGCATTCTTCGCATCC-3' (forward) and 5'-GGCCCACTTGGACTGATCGA-3' (reverse).
RNA extraction and RT.
M. avium strains were grown in 7H9 broth with 10% oleic acid, albumin, dextrose, and catalase for 5 days (1 x 109/ml) and then pelleted at 3,000 rpm for 15 min at room temperature, resuspended in HBSS, and inoculated on PVC plates for 7 days. Bacteria grown in 7H9 broth at 37°C were used as the control. The bacterial pellets recovered from PVC plates were submitted to RNA extraction. Total RNA was isolated by rapid mechanical cell lysis in a guanidine thiocyanate-based buffer (Trisol) (Invitrogen) in the following manner. The supernatant was removed and added to a 2-ml tube containing the Heavy Phase Lock Gel (Eppendorf, Westbury, NY) and 300 µl chloroform-isoamyl alcohol (24:1). Inverting rapidly, aliquots were centrifuged for 10 min at 4°C, and the aqueous layer was collected and precipitated with isopropanol. Then the pellet was washed with 75% ethanol and dried at room temperature. RNA samples were treated with DNase I (Clontech, Palo Alto, CA) and incubated for 30 min at 30°C. The RNA quantity was determined on 1% denaturing agarose gel, the concentration was calculated, and the quality was determined spectrophotometrically by determining absorption (optical density at 260 or 280 nm). Total RNA was reverse transcribed, and the resulting cDNA was amplified by the SuperScript First Strand synthesis system for reverse transcription (RT)-PCR (Invitrogen) in the following manner. Briefly, total RNA (3 µg) was incubated with 1 µl of a 10 mM concentration of a deoxynucleoside triphosphate mix, 1 µl of random hexamers, and diethyl pyrocarbonate-treated water at 65°C for 5 min and then mixed with 2 µl of 10x RT buffer, 4 µl 25 mM MgCl2, 2 µl 0.1 M dithiothreitol, and 1 µl RNase OUT recombinant RNase inhibitor at 42°C for 2 min. One microliter of SuperScript II reverse transcriptase was added to each tube, and the tube was incubated at 42°C for 50 min. The reaction was terminated at 70°C for 15 min, and the tube was chilled on ice.
Quantitative real-time RT-PCR assay.
Quantitative fluorogenic amplification of cDNA was performed using the iCycler real-time detection system (Bio-Rad) and SYBR green technology (Bio-Rad), according to the method previously described (9). The relative abundances from standard curves were determined from a serially diluted standard pool of cDNAs and normalized to the 16S rRNA mRNA levels. The following primers were designed based on a BLAST search of the NCBI database: guaB2 (1,009 bp; forward, 5'-TCA CCT GCC GCC CCG ACA ACA CGC TGC CCC-3'; reverse, GGC ACC CGG CCC TCG ATG CCC TCG GGC ACC-3'), pmmB (787 bp; forward, 5'-TCC CGA CCC CCG CAC GGC CGC-3'; reverse, 5'-GTC CAC ATC GGC GGC CAG GGT-3'), gtf (374 bp; forward, 5'-ATG GAC GGC GCC GAC CTG CCC-3'; reverse, 5'-AGG ATC GCG GTG ATG CTG CCC-3'), accA2 (1,157 bp; forward, 5'-CGG TGG ATG CGG TGC GCG CGA TGG GCT-3'; reverse, 5'-GTT CCG CCA GCC GCT GGG GAT-3'), pks10 (106 bp; forward, 5'-ATG AGC GTC ATC GCC GGC GTG-3'; reverse, 5'-TCA GTG CCA ACG CAA CAA CAC-3'), and 16S rRNA (934 bp; forward, CGA ACG GGT GAG TAA CAC G-3'; reverse, 5'-TGC ACA CAG GCC ACA AGG GA-3'). The cDNA was denatured for 5 min at 95°C, followed by 30 cycles of amplification. Each cycle consisted of denaturation at 95°C for 30 s, annealing at 60°C for 30 s, and primer extension at 72°C for 2 min. The threshold cycle (Ct), which is defined as the fractional cycle number at which the fluorescence reaches 10 times the standard deviation of the baseline, was quantitated as described in User Bulletin no. 2 for the ABI PRISM 7700 sequence detection system. Changes in (
) gene expression (n-fold) were calculated as follows:
Cttarget = CtM. avium A5 mRNA Ct16S rRNA;
Ctcontrol = CtM. avium 104 mRNA Ct16S rRNA; and
(
Ct) =
Cttarget
Ctcontrol; change (n-fold) = 2
(
Ct).
Statistical analysis.
Analysis of variance was used for the comparisons among three or more groups. Student's t test was used to compare means between the two groups. The P values that were <0.05 were considered statistically significant.
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TABLE 2. M. avium genes identified as up-regulated upon incubation on PVC plates using the GFP promoter library
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FIG. 1. Genes of biofilm formation associated with the TCA cycle and GDP-mannose and glycopeptidolipid biosynthesis. The TCA cycle provides phosphoenolpyruvate, converted from oxaloacetate (OAA). The pmmB2 and guaB2 genes encode the enzymes to accelerate the biosynthesis of GDP-mannose. The gtf gene encodes the enzyme to biosynthesize GPL. Ac, acetyl; PEP, phosphoenolpyruvate; 2-OG, alpha-ketoglutarate; LAM, lipoarabinomannan; PIM, phosphatidylinositol mannoside; LM, lipomannan.
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FIG. 2. Changes in mRNA expression (n-fold) in M. avium A5 using real-time PCR. The expression of guaB2, gtf, pmmbB, accA2, and pks10 in M. avium A5. The expression of guaB and gtf was greater in M. avium A5 than in 104, while the expression of pks mRNA in M. avium A5 was lower than in M. avium 104. Values are means ± standard deviations (n = 3). The levels of expression of pmmB and accA2 were comparable in both strains. A P of <0.05 was considered significant for the expression of all genes.
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TABLE 3. M. avium genes identified using the transposon mutant system
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FIG. 3. Biofilm formation by the M. avium wild-type strain, transposon mutants, and strains with complementations of the inactivated genes. The bacterial strains (6 x 108 CFU/ml) were inoculated on PVC 96-well plates with HBSS for 14 days. The biofilm was evaluated using crystal violet stain as described in Materials and Methods. Values are means ± standard deviations. The A570 readings from three experiments are shown. 5G4, 6H9, and 9B5 were the transposon mutants of M. avium A5 strain. 5G4c, 6H9c, and 9B5c were the complemented strains of transposon mutants. A P of <0.005 was used for the comparisons between 4B2, 5G4, 6H9, 9B5, and 104 or A5. A P of >0.005 was used for the comparisons between 5G4 and 5G4c, 6H9 and 6H9c, and 9B5 and 9B5c.
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FIG. 4. Colony morphologies of M. avium A5, its transposon mutants, and its complemented strains. M. avium A5 was cultured and observed for 30 days on 7H11 agar. The transposon mutant, 5G4, was grown on 7H11 with 400 µg/ml of kanamycin, and its complementation, 5G4c, was grown on 7H11 with 400 µg/ml of kanamycin and 400 µg/ml of apramycin.
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The GFP assay revealed several genes, up-regulated concomitantly with the formation of the biofilm. Two of the genes (AccA2 and AccD2) were members of the TCA cycle and have homology to the alpha and beta subunits of acetyl/propionyl-CoA carboxylase, respectively. Three genes (guaB2, pmmB, and gtf) are associated with GDP-mannose and GPL biosynthesis. The Itp3 and pks10 genes encode proteins that participate in fatty acid biosynthesis, while the other identified genes encode hypothetical proteins.
Biofilm formation occurs by phases in which the levels of gene regulation may differ. In our screen, we were interested in genes up-regulated during the establishment of the biofilm and not later phases. Synthesis of GPL, therefore, must be important for the adherence and initial establishment of biofilms.
In the synthesis of GPL, phosphoenolpyruvate is synthesized from oxaloacetate in the TCA cycle (22, 35). The pathway leads to GDP-mannose through fructose 1,6-biphosphate, fructose 6-phosphate, mannose-6-phosphate, and mannose-1-phosphate. The GDP-mannose is provided by two different biosynthetic pathways (Fig. 1), which suggests the importance of the pathway. The gene pmmB, which was identified by a GFP promoter library in the present study, is homologous to mannose-1-phosphatase. In an alternate pathway for GPL synthesis, the GDP may be synthesized. GDP is a product of the conversion of GMP and IMP, and the enzyme IMP dehydrogenase (guaB2) converts IMP into GMP. Considering mRNA expression upon biofilm formation, guaB2 expression was greater than that of pmmB, perhaps implying increased importance of the pathway under the conditions used. However, only by creating a null mutation on the genes can this hypothesis be addressed. The reason the synthesis of IMP appears to be of more significance than the synthesis of mannose-6-phosphate for biofilm formation is presently unknown.
GDP-fucose synthetase converts GDP-mannose to GDP-fucose. Fucose is found widely distributed in complex carbohydrates as a component of glycoconjugates, such as glycoproteins and glycolipids, in a wide variety of bacteria (15, 20). Fucose is added to glycoconjugates by specific transferases that utilize GDP-fucose as the sugar donor. In gram-negative bacteria, fucose is present as a component of the capsular polysaccharides and lipopolysaccharides which function in antigenic determination and participate in biofilm formation. On the other hand, GDP-mannose is the precursor of phosphatidylinositol and phosphatidylinositol mannosides in M. tuberculosis. GDP-mannose also provides the lipid anchor of two lipoglycans, lipomannan and lipoarabinomannan, the latter being an important modulator of the immune response in the course of tuberculosis and leprosy (7, 23), as well as a key ligand in the interactions between M. tuberculosis and phagocytic cells (13, 30). However, the roles of phosphatidylinositol mannosides and lipoarabinomannan in M. avium have not been extensively studied, and their role in biofilm formation could be novel.
The genes which were identified in the present study have shed light on the metabolic regulation of biofilm formation. Martinez et al. (19) reported the inactivation of genes after use of the mariner transposon system and identified the mps and tmtpC genes as being involved in biofilm formation. The mps is homologue of a peptide synthetase (GenBank MAC 104 genome; pstA, pstB, and pstC) (4). The roles of peptide synthetase may be modified by an N-acylated Phe acceptor by sequential addition of Thr, Ala, and alaninol residues by peptidosynthetase, encoded by mps. This lipopeptide core may subsequently be glycosylated with rhamnose and 6-deoxy talose, resulting in the nonspecific core GPL that is found in all members of M. avium as well as M. smegmatis (3). The nsGPLs are further elaborated with oligosaccharide structures to produce the antigenically important serovar-specific GPLs (5). M. smegmatis, which produces only nsGPL, has been used to identify the genes for the glycosyltransferase and methyltransferase involved in elaborating the nsGPL with the hepatenic oligosaccharides of M. avium serovar 2 (11, 21). Furthermore, the M. avium A5 transposon mutant of 4B2 obtained in the present study had the pstB gene inactivated, which was encoded in the sequences of the GPL biosynthesis gene cluster and daunorubicine gene in M. avium 2151 (GenBank accession no. AF143772) (4).
The role that mycolic acid plays in mycobacterial biofilm formation is unclear. Polyketide synthetase is responsible for the synthesis of methyl-branched fatty acids in M. tuberculosis. Analysis of the M. tuberculosis genome sequence has revealed the existence of several polyketide synthases (pks) (29). In an attempt to determinate the function of mycobacterial pks, mutants deficient in the expression of the pks10 and ppsB/ppsC, pks2, pks3/4, pks10, and pks15/1 genes were constructed by allelic replacement in M. tuberculosis or M. bovis BCG. The pks gene, disruption of which in M. tuberculosis H37Rv also caused dimycocerosate deficiency without affecting the ability of the mutant strain to synthesize mycocerosic acids, is thought to be involved in the production of phthiocerol derivatives (14, 31). The precise function of pks10 is currently unclear. Recent work suggests that polyketides are important in the ability of M. tuberculosis to prevent activation of the innate immunoresponse (27), but its role in the formation of biofilm will need further investigation.
The transposon library of M. avium strain A5, screened for the identification of clones with an impaired ability to produce biofilm on PVC, led to the identification of five clones (four genes). The transposon mutant clone, 6H9, has the gene homologue of 2-oxoglutarate dehydrogenase (OX) in the TCA cycle inactivated. The conversion of propionyl-CoA and succinyl-CoA leads to succinate and malate in the TCA cycle (16). It has been reported for Salmonella enteritidis that sucD, the succinyl-CoA synthetase alpha subunit and an enzyme upstream of 2-oxodehydrogenase, has been identified as an important enzyme in the formation of biofilm by the bacterium (33). The mutants 6H9 and 4B2 encode sucA and pstB, which are associated with GPL synthetase. The gene inactivated in the 5G4 mutant was highly homologous to M. tuberculosis genomic Rv1565c, a hypothetical membrane protein. It is located upstream of the trehalose synthetase genes treX, treY, and treZ. These genes encode malto-oligosyltrehalose synthase, malto-oligosyltrehalose synthase, and malto-oligosyltrehalose, respectively, which are well conserved between the M. tuberculosis and M. avium 104 genomes. In M. tuberculosis, trehalose has been known to participate in mycolic acid synthesis; mycolic acids are complemented by glycolipids such as a,a'-trehalose dimycolate and a,a'-trehalose monomycolate (5). The 9B5 clone of M. avium A5 has the pcd gene inactivated. The pcd gene encoding P6CDH (Rv3293) is involved in the biosynthesis of
aminoadipic acid. It is located in the cephamycin C gene cluster of Streptomyces clavuligerus (1, 25). P6CDH, which converts 1-piperideine-6-carboxylic acid into
aminoadipic acid, a precursor of cephamycin C, has recently been purified (10). Since there was no cephamycin C gene cluster around the pcd gene in the mycobacterial genome, it is not easy to explain the roles of P6CDH with biofilm formation or GPL biosynthesis in M. avium. The complemented strains of both 5G4 and 9B5 restored the ability of the strains to form biofilms.
In summary, work with the strain A5 identified several genes associated with biofilm formation. Most of genes are involved in GPL biosynthesis, which indicates that the outer surface of the bacterium is likely to be important for the establishment of biofilm. The future aim of this work is to find a regulator(s) for the formation of biofilm.
This work was supported by a grant of the National Institute of Allergy and Infectious Diseases (AI-43199).
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