Structural analysis of the lipopolysaccharide oligosaccharide epitopes expressed by Haemophilus influenzae strain RM.118-26.

The structure of the lipopolysaccharide of Haemophilus influenzae mutant strain, RM.118-26, was investigated. Electrospray ionization-mass spectrometry on intact lipopolysaccharide, O-deacylated lipopolysaccharide and core oligosaccharides obtained from lipopolysaccharide after mild acid hydrolysis provided information on the composition and relative abundance of the glycoforms. Oligosaccharide samples were studied in detail using high-field NMR techniques. The structure of the major glycoform containing phosphocholine is identical to the Hex2 glycoform described for H. influenzae RM.118-28 [Risberg, A., Schweda, E.K.H. & Jansson, P.-E. (1997) Eur. J. Biochem. 243, 701-707]. A second major glycoform, containing three hexose residues (Hex3), in which a lactose unit, beta-D-Galp-(1-->4)-beta-D-Glcp, is attached at the O-2 position of the terminal heptose of the inner core element, L-alpha-D-Hepp-(1-->2)-L-alpha-D-Hepp-(1-->3)-[beta-D-Glcp-( 1-->4)-]- L-alpha-D-Hepp-(1-->5)-alpha-Kdo, carries no phosphocholine. Instead this lipopolysaccharide glycoform is partly (40%) substituted by an O-acetyl group linked to the 6-position of the glucose residue in the lactose unit and has the following structure:     

Structural analysis of the lipopolysaccharide oligosaccharide epitopes expressed by a capsule-deficient strain of Haemophilus influenzae Rd.

Structural elucidation of the lipopolysaccharide (LPS) of Haemophilus influenzae, strain Rd, a capsule-deficient type d strain, has been achieved by using high-field NMR techniques and electrospray ionization-mass spectrometry (ESI-MS) on delipidated LPS and core oligosaccharide samples. It was found that this organism expresses heterogeneous populations of LPS of which the oligosaccharide (OS) epitopes are subject to phase variation. ESI-MS of O-deacylated LPS revealed a series of related structures differing in the number of hexose residues linked to a conserved inner-core element, L-alpha-D-Hepp-(1-->2)-L-alpha-D-Hepp-(1-->3)-[beta-D-Glcp- (1-->4)-]- L-alpha-D-Hepp-(1-->5)-alpha-Kdo, and the degree of phosphorylation. The structures of the major LPS glycoforms containing three (two Glc and one Gal), four (two Glc and two Gal) and five (two Glc, two Gal and one GalNAc) hexoses were substituted by both phosphocholine (PCho) and phosphoethanolamine (PEtn) and were determined in detail. In the major glycoform, Hex3, a lactose unit, beta-D-Galp-(1-->4)-beta-D-Glcp, is attached at the O-2 position of the terminal heptose of the inner-core element. The Hex4 glycoform contains the PK epitope, alpha-D-Galp-(1-->4)-beta-D-Galp-(1-->4)-beta-D-Glcp while in the Hex5 glycoform, this OS is elongated by the addition of a terminal beta-D-GalpNAc residue, giving the P antigen, beta-D-GalpNAc-(1-->3)-alpha-D-Galp-(1-->4)-beta-D-Galp-(1-->4)-D-Glc p. The fully extended LPS glycoform (Hex5) has the following structure. [see text] The structural data provide the first definitive evidence demonstrating the expression of a globotetraose OS epitope, the P antigen, in LPS of H. influenzae. It is noteworthy that the molecular environment in which PCho units are found differs from that observed in an Rd- derived mutant strain (RM.118-28) [Risberg, A., Schweda, E. K. H. & Jansson, P-E. (1997) Eur. J. Biochem. 243, 701-707].     

A new structural type for Haemophilus influenzae lipopolysaccharide. Structural analysis of the lipopolysaccharide from nontypeable Haemophilus influenzae strain 486.

Structural elucidation of the sialylated lipopolysaccharide (LPS) of non-typeable Haemophilus influenzae (NTHi) strain 486 has been achieved by the application of high-field NMR techniques and ESI-MS along with composition and linkage analyses on O-deacylated LPS and oligosaccharide samples. It was found that the LPS contains the common element of H. influenzae, L-alpha-D-Hepp-(1-->2)-[PEtn-->6]-L-alpha-D-Hepp-(1-->3)-[beta-D-Glcp-(1-->4)]-L-alpha-D-Hepp-(1-->5)-[PPEtn-->4]-alpha-Kdop-(2-->6)-Lipid A, but instead of glycosyl substitution of the terminal heptose residue (HepIII) at the O2 position observed in other H. influenzae strains, HepIII is chain elongated at the O3 position by either lactose or sialyllactose (i.e. alpha-Neu5Ac-(2-->3)-beta-D-Galp-(1-->4)-beta-D-Glcp). The LPS is substituted by an O-acetyl group linked to the O2 position of HepIII and phosphocholine (PCho) which was located at the O6 position of a terminal alpha-D-Glcp residue attached to the central heptose, a molecular environment different from what has been reported earlier for PCho. In addition, minor substitution by O-linked glycine to the LPS was observed. By investigation of LPS from a lpsA mutant of NTHi strain 486, it was demonstrated that the lpsA gene product also is responsible for chain extension from HepIII in this strain. The involvement of lic1 in expression of PCho was established by investigation of a lic1 mutant of NTHi strain 486.     

Use of the complete genome sequence information of Haemophilus influenzae strain Rd to investigate lipopolysaccharide biosynthesis

The availability of the complete 1.83-megabase-pair sequence of the Haemophilus influenzae strain Rd genome has facilitated significant progress in investigating the biology of H. influenzae lipopolysaccharide (LPS), a major virulence determinant of this human pathogen. By searching the H. influenzae genomic database, with sequences of known LPS biosynthetic genes from other organisms, we identified and then cloned 25 candidate LPS genes. Construction of mutant strains and characterization of the LPS by reactivity with monoclonal antibodies, PAGE fractionation patterns and electrospray mass spectrometry comparative analysis have confirmed a potential role in LPS biosynthesis for the majority of these candidate genes. Virulence studies in the infant rat have allowed us to estimate the minimal LPS structure required for intravascular dissemination. This study is one of the first to demonstrate the rapidity, economy and completeness with which novel biological information can be accessed once the complete genome sequence of an organism is available.     

Structural analysis of the lipopolysaccharide from nontypeable Haemophilus influenzae strain 1003.

Structural analysis of the lipopolysaccharide (LPS) of nontypeable Haemophilus influenzae strain 1003 has been achieved by the application of high-field NMR techniques, ESI-MS, capillary electrophoresis coupled to ESI-MS, composition and linkage analyses on O-deacylated LPS and core oligosaccharide material. It was found that the LPS contains the common structural element of H. influenzae, l-alpha-D-Hepp-(1-->2)-[PEtn-->6]-l-alpha-D-Hepp-(1-->3)-[beta-D-Glcp-(1-->4)]-l-alpha-D-Hepp-(1-->5)-[PP Etn-->4]-alpha-Kdop-(2-->6)-Lipid A, in which the beta-D-Glcp residue is substituted by phosphocholine at O-6 and an acetyl group at O-4. A second acetyl group is located at O-3 of the distal heptose residue (HepIII). HepIII is chain elongated at O-2 by either a beta-D-Glcp residue (major), lactose or sialyllactose (minor, i.e. alpha-Neu5Ac-(2-->3)-beta-D-Galp-(1-->4)-beta-D-Glcp), where a third minor acetylation site was identified at the glucose residue. Disialylated species were also detected. In addition, a minor substitution of ester-linked glycine at HepIII and Kdo was observed.     

Structure of extended lipopolysaccharide glycoforms containing two globotriose units in Haemophilus influenzae serotype b strain RM7004

Lipopolysaccharide (LPS) is a major virulence determinant of the human bacterial pathogen Haemophilus influenzae. Structural elucidation of the LPS from H. influenzae type b strain RM7004 was achieved by using electrospray ionization mass spectrometry (ESI-MS) and high-field NMR techniques on delipidated LPS and core oligosaccharide samples of LPS. It was found that the organism elaborates a series of related LPS glycoforms having a common inner-core structure, but differing in the number and position of attached hexose residues. LPS glycoforms containing between four and nine hexose residues were structurally characterized. The inner-core element was determined to be L-alpha-D-Hepp-(1-->2)-[PEA-->6]-L-alpha-D-Hepp-(1-->3)-[beta-D-Glcp-(1-->4)]-L-alpha-D-Hepp-(1-->5)-[P-->4]-alpha-KDOp-(2-->, a structural feature which has been identified in every H. influenzae strain investigated to date. Two major groups of isomeric glycoforms were characterized in which the terminal Hepp residue of the inner-core element was either substituted at the O-2 position with a beta-D-Galp residue or not. The structures of the major LPS glycoforms were found to have oligosaccharide chain extensions from O-3 of the middle Hepp residue. Glycoforms containing five and six hexose residues were most abundant and were shown to carry the tetrasaccharide unit alpha-D-Galp-(1-->4)-beta-D-Galp-(1-->4)-beta-D-Glcp-(1-->4)-alpha-D-Glcp at the O-3 position of the middle heptose. This tetrasaccharide displays the globoside trisaccharide (globotriose) as a terminal epitope, a structure that is found on many human cells (P(k) blood group antigen) and which is thought to be an important virulence determinant for H. influenzae. LPS glycoforms were characterized that had further chain extension from the beta-D-Glcp-(1--> residue of the proximal Hepp. In the fully extended LPS (Hex9/Hex8' glycoforms), both the proximal and middle heptose residues carried tetrasaccharide chains displaying terminal globotriose epitopes. In addition, the LPS was found to carry phosphorylcholine and O-acetyl groups.     

Structural elucidation of the major Hex4 lipopolysaccharide glycoform from the lgtC mutant of Haemophilus influenzae strain Eagan

Lipopolysaccharide (LPS) oligosaccharide epitopes are major virulence factors of Haemophilus influenzae. The structure of LPS glycoforms of H. influenzae type b strain Eagan containing a mutation in the gene lgtC is investigated. LgtC is involved in the biosynthesis of globoside trisaccharide [alpha-D-Galp-(1-->4)-beta-d-Galp-(1-->4)-beta-D-Glcp-(1-->], an LPS epitope implicated in the virulence of this organism. Glycose and methylation analyses provided information on the composition while electrospray ionization mass spectrometry (ESI-MS) on O-deacylated LPS (LPS-OH) indicated the major glycoform to contain 4 hexoses attached to the common H. influenzae triheptosyl inner-core unit. The structure of the Hex4 glycoform in LPS-OH and core oligosaccharide samples was determined by NMR. It consists of an l-alpha-D-HepIIIp-(1-->2)-[PEtn-->6]-l-alpha-D-HepIIp-(1-->3)-l-alpha-D-HepIp-(1-->5)-[P-->4]-alpha-D-Kdop-(2--> to which a beta-D-Glcp-(1-->4)-alpha-D-Glcp disaccharide unit is extended from HepII at the C-3 position, while HepI and HepIII are substituted at the C-4 and C-2 positions with beta-D-Glcp and beta-D-Galp, respectively. This structure corresponds to that expressed as a subpopulation in the parent strain. 31P NMR studies permitted the identification of subpopulations of LPS containing Kdo substituted at the C-4 position with monophosphate or pyrophosphoethanolamine (PPEtn). HepIII was found to be substituted with either phosphate at the C-4 position or acetate at the C-3 position, but not both of them together in the same subpopulation. The subpopulations containing phosphate and acetate at HepIII and their location have not previously been reported.     

Structural analysis of the lipopolysaccharide from the nontypable Haemophilus influenzae strain SB 33.

The structure of the core region of the lipopolysaccharide (LPS) from the nontypable Haemophilus influenzae strain SB 33 was elucidated. The LPS was subjected to a variety of degradative procedures. The structures of the derived oligosaccharide products were established by monosaccharide and methylation analyses, NMR spectroscopy and mass spectrometry. These analyses revealed a series of related phosphocholine (PCho) containing structures differing in the number of hexose residues. The results pointed to each species containing a conserved phosphoethanolamine (PEtn) substituted heptose-containing trisaccharide inner-core moiety. The major LPS glycoforms were identified as 2-Hex, 3-Hex and 4-Hex species according to the number of hexose residues present.     

Structural profiling of lipopolysaccharide glycoforms expressed by non-typeable Haemophilus influenzae: phenotypic similarities between NTHi strain 162 and the genome strain Rd

Non-typeable Haemophilus influenzae (NTHi) is a significant cause of otitis media in children. We have employed single and multiple step electrospray ionization mass spectrometry (ESIMS) and NMR spectroscopy to profile and elucidate lipopolysaccharide (LPS) structural types expressed by NTHi strain 162, a strain obtained from an epidemiological study in Finland. ESIMS on O-deacylated LPS (LPS-OH) and core oligosaccharide (OS) samples of LPS provided information on the composition and relative abundance of glycoforms differing in the number of hexoses linked to the conserved inner-core element, L-alpha-D-Hepp-(1-->2)-[PEtn-->6]-L-alpha-D-Hepp-(1-->3)-L-alpha-D-Hepp-(1-->5)-[PPEtn-->4]-alpha-Kdop-(2-->6)-Lipid A of H. influenzae LPS. The strain examined was found to elaborate Hex2 to Hex5 LPS glycoform populations having structures identical to those observed for H. influenzae strain Rd [Risberg, A.; Masoud, H.; Martin, A.; Richards, J.C.; Moxon, E.R.; Schweda, E.K.H. Eur. J. Biochem. 1999, 261, 171-180], the strain for which the complete genome has been sequenced. In addition, sialyllactose-containing glycoforms previously identified in strain Rd as well as several NTHi strains, were identified as minor components. Multiple step tandem ESIMS (MS(n)) on dephosphorylated and permethylated OS provided information on the arrangement of glycoses within the major population of glycoforms and on the existence of additional isomeric glycoforms. Minor Hex1 and Hex6 glycoforms were detected and characterized where the Hex6 glycoform was comprised of a dihexosamine-containing pentasaccharide chain attached at the proximal heptose residue of the inner-core unit. LPS structural motifs present in the NTHi strain 162 are expressed by a genetically diverse set of disease causing isolates, providing the basis for a vaccine strategy against NTHi otitis media.     

The structure of the O-antigenic polysaccharide from lipopolysaccharide of Vibrio cholerae strain H11 (non-O1).

After acid degradation of the lipopolysaccharide (LPS) of Vibrio cholerae strain H11 (non-O1), a tetrasaccharide was obtained, the structure of which was determined by quantitative and methylation analyses, periodate oxidation, one- and two-dimensional NMR spectroscopy, and fast-atom-bombardment and four-sector tandem mass spectrometry as beta-D-GalANGro-(1-3)-beta-D-QuiNAc-(1-4)-alpha-D-GalANGr o-(1-4)-NeuAc, in which GalANGro is N-galacturonoyl-2-aminoglycerol and QuiN 2-amino-2,6-dideoxy-glucopyranose. In addition, the trisaccharide beta-D-GalANGro-(1-3)-beta-D-QuiNAc-(1-4)-D-altro-hept ulose and the disaccharide alpha-D-GalANGro-(1-4)-NeuAc were isolated from acid-degraded lipopolysaccharide; the occurrence of sedoheptulose in lipopolysaccharide has not been described before. Based on the result of methylation analysis showing that galacturonic acid was the terminal sugar of the polysaccharide chain, and on the assumption that the tri- and the disaccharide represented the reducing and the non-reducing ends of the polysaccharide, respectively, the chemical structure of the O-specific chain of V. cholerae H11 is proposed as alpha-D-GalANGro-(1-4)-alpha-NeuAc-(2-3)-beta-D-GalANGro-(1- 3)-beta-D-QuiNAc- (1-[4)-alpha-D-GalANGro-(1-4)-alpha-NeuAc-(2-3)-beta-D-GalANGro -(1-3)-beta-D- QuiNAc-(1-]n-(1-4)-D-altro-heptulose. However, other possible structures can not be ruled out since the tri- and the disaccharide could be localised at different positions.     

Structural analysis of the lipopolysaccharide from nontypeable Haemophilus influenzae strain R2846

We here report the lipopolysaccharide (LPS) structures expressed by nontypeable Haemophilus influenzae R2846, a strain whose complete genome sequence has recently been obtained. Results were obtained by using NMR techniques and ESI-MS on O-deacylated LPS and core oligosaccharide material (OS) as well as ESI-MS (n) on permethylated dephosphorylated OS. A beta- d-Glc p-(1-->4)- d-alpha- d-Hep p-(1-->6)-beta- d-Glc p-(1-->4) unit was found linked to the proximal heptose (HepI) of the conserved triheptosyl inner-core moiety, l-alpha- d-Hep p-(1-->2)-[ PEtn-->6]- l-alpha- d-Hep p-(1-->3)- l-alpha- d-Hep p-(1-->5)-[ PPEtn-->4]-alpha-Kdo-(2-->6)-lipid A. The beta- d-Glc p (GlcI) linked to HepI was also branched with oligosaccharide extensions from O-4 and O-6. O-4 of GlcI was substituted with sialyllacto- N-neotetraose [alpha-Neu5Ac-(2-->3)-beta- d-Gal p-(1-->4)-beta- d-Glc pNAc-(1-->3)-beta- d-Gal p-(1-->4)-beta- d-Glc p-(1-->] and the related structure [( PEtn-->6)-alpha- d-Gal pNAc-(1-->6)-beta- d-Gal p-(1-->4)-beta- d-Glc pNAc-(1-->3)-beta- d-Gal p-(1-->4)-beta- d-Glc p-(1-->]. The distal heptose (HepIII) was substituted at O-2 by beta- d-Gal. Phosphate, phosphoethanolamine, phosphocholine, acetate, and glycine were found to substitute the core oligosaccharide. Two heptosyltransferase genes, losB1 and losB2, have been identified from the R2846 genome sequence and are candidates to add the noncore heptose to the LPS. Mutant strain R2846 losB1 did not show dd-heptose in the extension from HepI but still contained minor quantities of ld-heptose at the same position, indicating that the losB1 gene is required to add dd-heptose to GlcI. The LPS from strain R2846 losB1/ losB2 expressed no noncore heptose, consistent with losB2 directing the addition of ld-heptose.     

Overexpression and biochemical characterization of beta-1,3-N-acetylgalactosaminyltransferase LgtD from Haemophilus influenzae strain Rd

The lipopolysaccharide of capsule deficient Haemophilus influenzae strain Rd contains an N-acetylgalactosamine residue attached to the terminal globotriose moiety in the Hex5 glycoform. Genome analysis identified an open reading frame HI1578, referred to as lgtD, whose amino acid sequence shows significant level of similarity to a number of bacterial glycosyltransferases involved in lipopolysaccharide biosynthesis. To investigate its function, overexpression and biochemical characterization were performed. Most of the protein was obtained in a highly soluble and active form. By using standard glycosyltransferase assay and HPLC, we show that LgtD is an N-acetylgalactosaminyltransferase with high donor substrate specificity and globotriose is a highly preferred acceptor substrate for the enzyme. The K_m for UDP-GalNAc and globotriose are 58 μM and 8.6 mM, respectively. The amino acid sequence of the enzyme shows the conserved features of family II glycosyltransferases. This is the first N-acetylgalactosaminyltransferase identified from H. influenzae, which shows potential application in large-scale synthesis of globo-series oligosaccharides.     

Decreased extrachromosomal fixation of chimeric plasmid in strain N19 ofHaemophilus influenzae Rd.

Chromosomal DNAcarrying closely-linked genetic marker allelesstrrnovr produces roughly equivalent number of Str^R (streptomycin-resistant) and Nov^R (novobiocin-resistant) transformants from wild type strain but widely differnt ratios (Str^R50: Nov^R1) from a mutant strain N19. Reduction in Amp^R (vector marker) extra chromosomal transformants is observed in N19 with chimeric plasmids carrying chromosomal DNA inserts fromnov region. Thus, Amp^R transformants with chimeric plasmid DNA pJl-8N2 and pJl-8N19 are two to three orders of magnitude lower in N19 than in wild type. However, pJl-8NaI^R33, pKuvrl, p3 and p10 DNA transform N19 and Rd with near-equal efficiency. Reduction in Amp^R transformants is intermediate (30 to 100-fold lower) in strain N19 with pJ18Str^R38 and pD7. These data are interpreted to suggest the presence of a small “aberration” in thenov region.     

New shuttle vectors for Haemophilus influenzae and Escherichia coli: P15A-derived plasmids replicate in H. influenzae Rd

With the aim of identifying new plasmids useful for molecular cloning in Haemophilus influenzae, several P15A-derived plasmids were tested for their ability to transform H. influenzae Rd. The four plasmids tested, pACYC177, pACYC184, pSU2718, and pSU2719 were all able to establish in H. influenzae Rd. The plasmids were stable, could be purified by standard protocols, and were compatible with a plasmid carrying the RSF0885 origin of replication.     

The molecular mechanism of phase variation of H. influenzae lipopolysaccharide

Multiple carbohydrate structures on the outer-membrane lipopolysaccharide (LPS) of the gram-negative pathogen H. influenzae undergo high frequency, reversible loss, indicative of phase variation. Characterization of a genetic locus, lic-1, responsible for expression of two LPS epitopes displaying phase variation, showed it to comprise four genes. The first gene mediates phase variation. At its 5' end, within the open reading frame, are a variable number of tandem repeats of the tetramer CAAT. By shifting upstream initiation codons in or out of frame, these 4 bp units create a translational switch. The phenotype of organisms corresponds to the number of 4 bp units. Phase variation between three levels of expression ( +, +, and -) of lic-1-derived epitopes is caused by differences in the three phases of translation of the 5' terminus of this gene. Phase variation also allows for selection of organisms displaying certain LPS epitopes in vivo.     

Mechanism of DNA degradation by the ATP-dependent DNase from Hemophilus influenzae Rd.

The rate of production of acid-soluble material during degradation of duplex DNA by Hemophilus influenzae ATP-dependent DNAse (Hind exonuclease V) has been shown to be directly dependent upon the Mg2+ concentration in the reaction mixture. At high concentrations of Mg2+ (5 to 20 mM), DNA degradation to acid-soluble products is rapid and the rate of ATP hydrolysis is slightly depressed. At low concentrations of Mg2+ (0.1 to 0.5 mM), the enzyme rapidly hydrolyzes ATP and converts up to 35% of linear duplex DNA to single-stranded material while degrading less than 0.2% of the DNA to acid-soluble products. We refer to this enzymatic production of single-stranded DNA as the "melting" activity. Under the conditions of our assay, the initial melting reaction is processive, lasting about 70s on phage T7 DNA. Using DNAs with several different lengths, we have established that the duration of the initial reaction is dependent upon DNA length, requiring approximately 1 s per 0.18 mum. The products of the initial reaction on phage T7 DNA are somewhat heterogeneous, consisting of short duplex fragments approximately 0.5 mum long, purely single-stranded products up to 7 mum long, and longer duplex fragments 3 to 11 mum in length, some of which have single-stranded tails. Nearly half of the single-stranded material remains linked to a duplex segment of DNA after the inital processive reaction. We propose that Hind exo V initiates attack at the DNA termini and then acts in a processive manner, migrating along the DNA molecule, converting some regions to single-stranded material by the combined action of the melting activity and limited phosphodiester cleavage, while leaving other regions double-stranded. At the completion of its processive movement through a single DNA molecule, it is released and then recycles onto either intact molecules or the partially degraded products, continuing in this manner until the DNA is finally reduced to oligonucleotides.     

Modification of DNA in chromatin with methyltransferase from Haemophilus influenzae Rd.

The accessibility of DNA in nucleosome dimers (as a model of the chromosomal chain of nucleosomes) was determined by means of modification methylases from Haemophilus influenzae Rd. Using these enzymes, the rate of modification of nucleosome dimers is about one fifth the rate observed with protein-free DNA from chromatin subunit dimers. Methylated DNA sites in nucleosome dimers are readily accessible to micrococcal nuclease. The analysis of the fragment pattern of nucleosomes after methylation and mild nuclease treatment reveals that the methylated sites are predominantly located in the internucleosomal linker DNA. Polylysine binding experiments further support this interpretation. This compound preferentially interacts with the nucleosomal core DNA and protects it against internal cleavage. It neither affects the degradation of methylated sites drastically nor does it inhibit the methylation of nucleosome dimers. Thus, a combination of protection, cleavage and modification is proposed as a useful tool for the analysis of the structure of chromatin.     

Systems properties of the Haemophilus influenzae Rd metabolic genotype.

Haemophilus influenzae Rd was the first free-living organism for which the complete genomic sequence was established. The annotated sequence and known biochemical information was used to define the H. influenzae Rd metabolic genotype. This genotype contains 488 metabolic reactions operating on 343 metabolites. The stoichiometric matrix was used to determine the systems characteristics of the metabolic genotype and to assess the metabolic capabilities of H. influenzae. The need to balance cofactor and biosynthetic precursor production during growth on mixed substrates led to the definition of six different optimal metabolic phenotypes arising from the same metabolic genotype, each with different constraining features. The effects of variations in the metabolic genotype were also studied, and it was shown that the H. influenzae Rd metabolic genotype contains redundant functions under defined conditions. We thus show that the synthesis of in silico metabolic genotypes from annotated genome sequences is possible and that systems analysis methods are available that can be used to analyze and interpret phenotypic behavior of such genotypes.