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Record W2097738501 · doi:10.1074/jbc.m109.008532

Biosynthesis and Structure of the Burkholderia cenocepacia K56-2 Lipopolysaccharide Core Oligosaccharide

2009· article· en· W2097738501 on OpenAlexaff
Ximena Ortega, Alba Silipo, M. Soledad Saldías, Christa C. Bates, Antonio Molinaro, Miguel A. Valvano

Bibliographic record

VenueJournal of Biological Chemistry · 2009
Typearticle
Languageen
FieldMedicine
TopicCystic Fibrosis Research Advances
Canadian institutionsWestern University
Fundersnot available
KeywordsBurkholderia cenocepaciaHeptoseMicrobiologyBacterial outer membraneBiologyBurkholderiaLipopolysaccharideMutantOligosaccharidePolymyxinBiochemistryChemistryBacteriaEscherichia coliGeneAntibiotics

Abstract

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Burkholderia cenocepacia is an opportunistic pathogen that displays a remarkably high resistance to antimicrobial peptides. We hypothesize that high resistance to antimicrobial peptides in these bacteria is because of the barrier properties of the outer membrane. Here we report the identification of genes for the biosynthesis of the core oligosaccharide (OS) moiety of the B. cenocepacia lipopolysaccharide. We constructed a panel of isogenic mutants with truncated core OS that facilitated functional gene assignments and the elucidation of the core OS structure in the prototypic strain K56-2. The core OS structure consists of three heptoses in the inner core region, 3-deoxy-d-manno-octulosonic acid, d-glycero-d-talo-octulosonic acid, and 4-amino-4-deoxy-l-arabinose linked to d-glycero-d-talo-octulosonic acid. Also, glucose is linked to heptose I, whereas heptose II carries a second glucose and a terminal heptose, which is the site of attachment of the O antigen. We established that the level of core truncation in the mutants was proportional to their increased in vitro sensitivity to polymyxin B (PmB). Binding assays using fluorescent 5-dimethylaminonaphthalene-1-sulfonyl-labeled PmB demonstrated a correlation between sensitivity and increased binding of PmB to intact cells. Also, the mutant producing a heptoseless core OS did not survive in macrophages as compared with the parental K56-2 strain. Together, our results demonstrate that a complete core OS is required for full PmB resistance in B. cenocepacia and that resistance is due, at least in part, to the ability of B. cenocepacia to prevent binding of the peptide to the bacterial cell envelope. Burkholderia cenocepacia is an opportunistic pathogen that displays a remarkably high resistance to antimicrobial peptides. We hypothesize that high resistance to antimicrobial peptides in these bacteria is because of the barrier properties of the outer membrane. Here we report the identification of genes for the biosynthesis of the core oligosaccharide (OS) moiety of the B. cenocepacia lipopolysaccharide. We constructed a panel of isogenic mutants with truncated core OS that facilitated functional gene assignments and the elucidation of the core OS structure in the prototypic strain K56-2. The core OS structure consists of three heptoses in the inner core region, 3-deoxy-d-manno-octulosonic acid, d-glycero-d-talo-octulosonic acid, and 4-amino-4-deoxy-l-arabinose linked to d-glycero-d-talo-octulosonic acid. Also, glucose is linked to heptose I, whereas heptose II carries a second glucose and a terminal heptose, which is the site of attachment of the O antigen. We established that the level of core truncation in the mutants was proportional to their increased in vitro sensitivity to polymyxin B (PmB). Binding assays using fluorescent 5-dimethylaminonaphthalene-1-sulfonyl-labeled PmB demonstrated a correlation between sensitivity and increased binding of PmB to intact cells. Also, the mutant producing a heptoseless core OS did not survive in macrophages as compared with the parental K56-2 strain. Together, our results demonstrate that a complete core OS is required for full PmB resistance in B. cenocepacia and that resistance is due, at least in part, to the ability of B. cenocepacia to prevent binding of the peptide to the bacterial cell envelope. Burkholderia cenocepacia is a Gram-negative opportunistic pathogen ubiquitously found in the environment (1Mahenthiralingam E. Urban T.A. Goldberg J.B. Nat. Rev. Microbiol. 2005; 3: 144-156Crossref PubMed Scopus (661) Google Scholar, 2Balandreau J. Viallard V. Cournoyer B. Coenye T. Laevens S. Vandamme P. Appl. Environ. Microbiol. 2001; 67: 982-985Crossref PubMed Scopus (129) Google Scholar). Although generally harmless to healthy individuals, B. cenocepacia affects immunocompromised patients (1Mahenthiralingam E. Urban T.A. Goldberg J.B. Nat. Rev. Microbiol. 2005; 3: 144-156Crossref PubMed Scopus (661) Google Scholar) such as those with cystic fibrosis and chronic granulomatous disease. Infected cystic fibrosis patients commonly develop chronic lung infections that are very difficult to treat because these bacteria are intrinsically resistant to virtually all clinically useful antibiotics as well as antimicrobial peptides (APs) 5The abbreviations used are: APantimicrobial peptideDQF-COSYdouble quantum filtered correlation spectroscopyd-QuiNd-quinovosamineHMBCheteronuclear multiple bond correlationHSQCheteronuclear single quantum coherenceKdo3-deoxy-d-manno-octulosonic acidKod-glycero-d-talo-octulosonic acidl-Ara4N4-amino-4-deoxy-l-arabinoseLPSlipopolysaccharidel-Rhal-rhamnoseMALDImatrix-assisted laser desorption ionizationMSmass spectrometryNOEnuclear Overhauser effectOSoligosaccharidePmBpolymyxin BTOCSYtotal correlation spectroscopyTOFtime-of-flightT-ROESYtransverse rotating-frame Overhauser enhancement spectroscopyDMEMDulbecco’s modified Eagle’s mediumFBSfetal bovine serumdansyl5-dimethylaminonaphthalene-1-sulfonylTricineN-[2-hydroxy-1,1-bis(hydroxymethyl)ethyl]glycineBcCVB. cenocepacia-containing vacuole. (1Mahenthiralingam E. Urban T.A. Goldberg J.B. Nat. Rev. Microbiol. 2005; 3: 144-156Crossref PubMed Scopus (661) Google Scholar, 3Aaron S.D. Ferris W. Henry D.A. Speert D.P. Macdonald N.E. Am. J. Respir. Crit. Care Med. 2000; 161: 1206-1212Crossref PubMed Scopus (213) Google Scholar). antimicrobial peptide double quantum filtered correlation spectroscopy d-quinovosamine heteronuclear multiple bond correlation heteronuclear single quantum coherence 3-deoxy-d-manno-octulosonic acid d-glycero-d-talo-octulosonic acid 4-amino-4-deoxy-l-arabinose lipopolysaccharide l-rhamnose matrix-assisted laser desorption ionization mass spectrometry nuclear Overhauser effect oligosaccharide polymyxin B total correlation spectroscopy time-of-flight transverse rotating-frame Overhauser enhancement spectroscopy Dulbecco’s modified Eagle’s medium fetal bovine serum 5-dimethylaminonaphthalene-1-sulfonyl N-[2-hydroxy-1,1-bis(hydroxymethyl)ethyl]glycine B. cenocepacia-containing vacuole. Lipopolysaccharide (LPS) is the major surface component of Gram-negative bacteria and consists of lipid A, core oligosaccharide (OS), and in some bacteria O-specific polysaccharide or O antigen (4Raetz C.R. Whitfield C. Annu. Rev. Biochem. 2002; 71: 635-700Crossref PubMed Scopus (3530) Google Scholar, 5Caroff M. Karibian D. Carbohydr. Res. PubMed Scopus Google Scholar). The O antigen as a barrier and serum whereas the core OS and the lipid to the of the outer (4Raetz C.R. Whitfield C. Annu. Rev. Biochem. 2002; 71: 635-700Crossref PubMed Scopus (3530) Google Scholar, 5Caroff M. Karibian D. Carbohydr. Res. PubMed Scopus Google Scholar). The lipid the to the outer of the outer and for the of (4Raetz C.R. Whitfield C. Annu. Rev. Biochem. 2002; 71: 635-700Crossref PubMed Scopus (3530) Google Scholar, C.R. Annu. Rev. Biochem. PubMed Scopus Google Scholar). is a with at and and at and (4Raetz C.R. Whitfield C. Annu. Rev. Biochem. 2002; 71: 635-700Crossref PubMed Scopus (3530) Google Scholar). The core OS the inner core and outer The inner core OS consists of or 3-deoxy-d-manno-octulosonic acid linked to the lipid and three linked to the (4Raetz C.R. Whitfield C. Annu. Rev. Biochem. 2002; 71: 635-700Crossref PubMed Scopus (3530) Google Scholar). The outer core OS in bacteria consists of linked to heptose II of the inner a of the lipid and core the bacterial surface a an in the of the bacterial surface with such as which are that bacteria to a of such as or high bacteria modified that in a the binding of and resistance to these that Burkholderia in Burkholderia and Burkholderia and the between and lipid is resistant to acid in Carbohydr. Res. PubMed Scopus Google Scholar). B. 4-amino-4-deoxy-l-arabinose is to the lipid a at of the P. E. M. 2005; PubMed Scopus Google Scholar) and is as a component of the core Also, of the B. core OS and the d-glycero-d-talo-octulosonic acid which is with a with Carbohydr. Res. PubMed Scopus Google Scholar, Carbohydr. Res. PubMed Scopus Google Scholar). Although is the for the inner core OS of B. cenocepacia T. D. C. M. PubMed Scopus Google is not a for the core OS in all the inner core of Burkholderia consists of and not C. M. J. 2002; PubMed Scopus Google Scholar). Burkholderia B. are intrinsically resistant to and such as these PubMed Scopus Google Scholar, D.A. PubMed Scopus Google S. J. P. J. PubMed Scopus Google peptides C. J. PubMed Scopus Google and polymyxin B C. J. PubMed Scopus Google Scholar, PubMed Google Scholar). The for some of these peptides in Burkholderia is which these of the D.A. PubMed Scopus Google Scholar). that the resistance of B. to binding to the outer as a of the of and in the lipopolysaccharide Microbiol. PubMed Scopus Google a of the of resistance in B. cenocepacia and Burkholderia is We that a heptoseless B. cenocepacia mutant is the parental strain K56-2 to C. J. PubMed Scopus Google Scholar). mutant a truncated inner core and the outer that a complete core OS is required for resistance of B. cenocepacia to the of of the B. cenocepacia core OS in resistance is not we report the structure of the core OS for B. cenocepacia strain K56-2 and isogenic mutants and which core OS The with to to the of the genes in core OS biosynthesis and of the O antigen and to that the of truncation of the core OS with increased binding and bacterial sensitivity to PmB in vitro and bacterial in and used in are in B. cenocepacia strain K56-2 was at in medium as with and strain is a that to the as the strain E. Coenye T. Speert D.P. P. Vandamme P. J. Microbiol. 2000; PubMed Google Scholar). at in medium with or as mutants at in medium with and or glucose as J. PubMed Scopus Google and used in or and or cenocepacia cystic fibrosis B. and D. C. PubMed Scopus Google PubMed Scopus Google Appl. Environ. Microbiol. 2002; PubMed Scopus Google the fluorescent the of a J. S. Microbiol. PubMed Scopus Google PubMed Scopus Google J. PubMed Scopus Google the of the of the of the of the of B. and in a and lung cell the in Dulbecco’s modified Eagle’s medium with fetal bovine serum and at in a with and the of the gene for was and the and of the to the for and in E. The a that in B. cenocepacia and and genes the D. C. PubMed Scopus Google Scholar). the PubMed Scopus Google Scholar) was used to and the was used to mutants as J. PubMed Scopus Google Scholar). B. cenocepacia strain K56-2 J. Microbiol. Google Scholar) using E. the PubMed Scopus Google Scholar). with the E. and and for of K56-2 for the using a to a of the and to of the was using a to a the used for The of the used for are in the and the genes using The with and and which was with the E. the PubMed Scopus Google and with The using and which to the of and of the the B. cenocepacia mutant as as J. J. PubMed Google Scholar). was in using a and the of the was bacteria in at for the of and in Scholar) of B. cenocepacia and The of the was as the core OS acid in for at as T. D. C. M. PubMed Scopus Google Scholar). The of their and as well as the of total and their all as T. D. C. M. PubMed Scopus Google Scholar). assignments of OS and with a a of of using using of with between and The was with to that for the for was because of these using of with to using of all the was in to a of and was in a a high or and in the single quantum coherence with in the using of in the was used for the of in the all heteronuclear the was to using mass in the and in a with a laser at The mass are the of laser was in medium or medium with the antibiotics as The to an of and of to medium or medium with to a of of bacterial and of or PmB to to a of with PmB at for with using a and the was the of PmB in bacterial as with PmB at of and was PmB and the of and M. PubMed Scopus Google Scholar) and the J. M. PubMed Scopus Google Scholar). the binding bacteria in medium or medium with as The in to an of and at for an in of and to an of of to and with of or the of of a in was in a using an of and an of as PubMed Scopus Google Scholar). infections as J. PubMed Scopus Google Scholar). bacterial to at a of of and at in for was for to and using a an using the was at least three for assays lung in a and at for in a bacterial and in and to the at of of for at and for at bacteria with with of in and in The of was as of of bacteria at least three in and are as The of in the using the of and the in the We the of strain M. S.D. S. C. P. D. B. P. D. C. Vandamme P. E. J. J. PubMed Scopus Google Scholar) for genes to for the of the core the B. cenocepacia core OS genes are not found a single three in of these is between and and genes to The and as or and the for lipid oligosaccharide C.R. Annu. Rev. Biochem. PubMed Scopus Google M. S.D. S. C. P. D. B. P. D. C. Vandamme P. E. J. J. PubMed Scopus Google Scholar). to the established for of bacterial polysaccharide genes M. M. Whitfield C. D. J. D. C.R. Microbiol. PubMed Scopus Google Scholar) and in with the we the genes as and The gene of the is in the to the are the of and is to a The of and these three genes a Also, that the genes are a of a of these gene which we are that the and are because to the E. and of the The of and with was as the of the in O antigen and a which and Microbiol. PubMed Scopus Google Scholar). the of results in of O antigen surface in B. cenocepacia K56-2 for lipid OS in a to the O antigen gene T.A. S. B. Goldberg J.B. J. 2005; PubMed Scopus Google Scholar). a and a Also, is a gene between and that to all of these with an gene in the B. cenocepacia strain which is the as E. Coenye T. Speert D.P. P. Vandamme P. J. Microbiol. 2000; PubMed Google Scholar). and the of of the core OS we constructed mutants in of the genes as Also, an in the gene which a truncated O antigen was The of parental and mutant and with the parental strain the mutants and did not O antigen as the of that and gene lipid OS that are for the attachment of O antigen polysaccharide or their genes in the B. cenocepacia K56-2 The the strain a lipid OS that with the in the parental K56-2 and is in with the functional of gene as the O antigen in and as well as the in and and not in of O antigen surface to of the lipid as the of of mass the The mutant the lipid OS and which with the lipid OS of the strain not a in the of C. J. PubMed Scopus Google these results the functional of as the The lipid OS the mutant between the lipid OS the and that the in all of the mutants for was to parental the gene the of a not the of the not or mutant a the of the Together, the that the lipid OS in B. cenocepacia K56-2 the of and the of and not the functional assignments of the core OS genes and to in the of the core OS in B. we the structure of the core OS and these and and acid the in not in of core OS B. cenocepacia and in a the structure of the core OS of the a with was to the lipid the core that The of the terminal glucose terminal l-rhamnose terminal d-quinovosamine and a terminal all in the The of is in of and heteronuclear double correlation spectroscopy total correlation spectroscopy transverse rotating-frame Overhauser enhancement spectroscopy and to all the of and the the of the the at as the of the The a of with A, and all as as their and and the nuclear Overhauser effect of with with the to as heptose, in with the and as glucose as their The of with and with the of whereas the of with and the of of C. was as in of the with in the at The of was established the and and the was the of with and of and was as as the The of with and and the of The the correlation of at with a at The of of was of at of the of the of was the in a at and and of the was in multiple the to the whereas the at was the of and the of and J. Carbohydr. Scopus Google Scholar, J. Biochem. PubMed Scopus Google Scholar). of was at The and the of the of the in the of a of the and the with J. Carbohydr. Scopus Google Scholar). The of the as and of and of of of of of and and terminal in full with the The and the in the the OS The of the heptose to of was the between of heptose and The between of and of for the Carbohydr. Res. PubMed Scopus Google Scholar, J. Carbohydr. Scopus Google Scholar, J. Biochem. PubMed Scopus Google Scholar) was at and The of and with that the of was the was at to the of with B. B was as the The correlation of B with of of B at the C. B was at the heptose as demonstrated the of B with was at the as the correlation of with The correlation found in the the OS and all in to an structure as in and of of the core of the oligosaccharide in a assignments of the core OS in mutants and and mutant OS the of the lipid OS for the mutants and The functional for the the and are the and the of lipid OS in the is functional of the was as and which was as a The of with of the of at was in at the terminal as the of with the structure in the in the of the terminal in mass of the the The mass major at and at was as the of and at was with the that the of the to the in the mass the mass of intact core to the very bond between and the lipid moiety at the at to the the lipid that was a of and the at was as a in and in of the was a acid, a at was the The for the of or linked to the The core OS in the mass the of the of the lipid and the core to the of an spectrometry as linked at of the at and at and with to and with the of the terminal The was in a very and to lipid in the core OS not Together, and the structure for the lipid OS of strain that is in was used to the structure of the core OS The the acid was to the OS the terminal as demonstrated the of the of and and the The of the intact OS at the the core OS at that was as an and The lipid was a of and the and to The the was in we that the lipid OS of the mutant the structure in the that the of the of the the of the the the core OS was found at in the of intact OS to a with and The lipid was a of and the and to The the was in of intact core the results and the core OS structure of the a heptose to the The with the of the lipid OS in the of as the gene the for the of to B and The sensitivity of the mutants to PmB was as for mutants and all the mutants with in their lipid OS the parental strain in the of PmB the of the lipid OS in the resistance of B. cenocepacia to we the mutants and in the of a of PmB to and we the for which the was to compared with a in the of of the lipid OS with increased sensitivity to PmB in The for the mutants to the of the parental strain K56-2 not C. J. PubMed Scopus Google Scholar). the and for with that for the heptoseless mutant C. J. PubMed Scopus Google Scholar). the increased sensitivity to PmB with increased binding of the mutants to we binding assays using the to or for B. PubMed Scopus Google B. cenocepacia K56-2 did not all the mutants with a of binding that was proportional to their sensitivity to PmB of the core lipid with binding of the bacterial to a in and are the to We the ability of our panel of mutants in O antigen and lipid OS to to lung cells. that B. cenocepacia survive in cell M. PubMed Google Scholar). results that which the ability to O antigen a complete lipid increased to compared with the parental strain for for results with all of the mutants producing truncated core OS not We these results that of O antigen not core OS in B. cenocepacia with increased bacterial to cells. in our demonstrated that B. cenocepacia survive in macrophages PubMed Scopus Google Scholar). in B. cenocepacia-containing that with and the J. S. Microbiol. PubMed Scopus Google Scholar). We the of O antigen and the core OS in the of B. macrophages with and and the of with was is an that in M. E. D. V. J. PubMed Google Scholar). of the K56-2 or B. cenocepacia with and and not results with mutants and of in macrophages with the heptoseless mutant with the at and that bacteria did not prevent we their in these we infections with bacteria the fluorescent B. cenocepacia we demonstrated that bacteria cell and are in the of the J. PubMed Scopus Google Scholar, J. S. Microbiol. PubMed Scopus Google Scholar, PubMed Scopus Google Scholar). of bacteria that the bacterial the of the K56-2 of and not in to the bacterial of K56-2 a of such as and a a of their not Together, these that the mutant the ability to survive whereas mutants core OS or a complete core OS with O antigen are not in We gene for the biosynthesis of the core OS moiety in B. cenocepacia K56-2. to a of core three of which used to the structure of the core The mutant an in the gene that a in O antigen in the of lipid OS and a O antigen T.A. S. B. Goldberg J.B. J. 2005; PubMed Scopus Google Scholar). the as in strain structure T. D. C. M. PubMed Scopus Google Scholar). the of the in the of a lipid OS with a O antigen that T.A. S. B. Goldberg J.B. J. 2005; PubMed Scopus Google Scholar). The core OS in and are for the of of linked to the outer core The in the strain an at the The mutant which an the terminal found in the outer core OS of and T. D. C. M. PubMed Scopus Google Scholar). these we that the is a of the O antigen in these The O antigen in B. cenocepacia K56-2 is the (4Raetz C.R. Whitfield C. Annu. Rev. Biochem. 2002; 71: 635-700Crossref PubMed Scopus (3530) Google Scholar, T.A. S. B. Goldberg J.B. J. 2005; PubMed Scopus Google Scholar). of O antigen an to to which the of the O antigen (4Raetz C.R. Whitfield C. Annu. Rev. Biochem. 2002; 71: 635-700Crossref PubMed Scopus (3530) Google Scholar). our with the we that the is the for the O antigen in B. cenocepacia K56-2. our the that the is the O antigen the is in strain The terminal in the core OS of the is the of the O which we established as a T.A. S. B. Goldberg J.B. J. 2005; PubMed Scopus Google which because of the in the our that a in our is to the complete biosynthesis of the O antigen component of the B. cenocepacia The structure of the core OS in the strain a major with the of the in The gene in a and the structure and the lipid OS the mutant we that is the for the of Also, the that of a for the of and the of the of the lipid of the structure of in in our required to The of the lipid moiety of B. cenocepacia K56-2 was to that of B. P. E. M. 2005; PubMed Scopus Google Scholar) and B. cenocepacia T. D. C. M. PubMed Scopus Google and the inner core OS is of the as Carbohydr. Res. PubMed Scopus Google Scholar, Carbohydr. Res. PubMed Scopus Google Scholar, T. D. C. M. PubMed Scopus Google Scholar). is found as a in the core OS of bacteria such as Microbiol. PubMed Scopus Google Scholar). The of as a component of the core OS is as is commonly found as a of the lipid in to (4Raetz C.R. Whitfield C. Annu. Rev. Biochem. 2002; 71: 635-700Crossref PubMed Scopus (3530) Google is found as a component of the core a we demonstrated that the of is for the of B. cenocepacia J. PubMed Scopus Google and we the for a B. cenocepacia mutant in the of acid, a for PubMed Scopus Google and that the of in the core OS for the of the or the of the The of linked to is not to all as that a heptose is at in the core OS of D. J. PubMed Scopus Google Scholar). strain a very core OS structure the we for B. cenocepacia the of the Burkholderia T. Vandamme P. Environ. Microbiol. PubMed Scopus Google the of a for B. difficult to with The of the is found as a for II in the of and and for in the of M. Karibian D. Carbohydr. Res. PubMed Scopus Google the of such and biosynthesis are Microbiol. PubMed Scopus Google Scholar). the the of Burkholderia such as B. not C. M. J. 2002; PubMed Scopus Google Scholar, B. C. B. M. PubMed Scopus Google Scholar). heptoseless mutant of B. as a of a of the S. C. B. J. PubMed Scopus Google Scholar). The structure of the core OS for mutant is the as the we for the B. cenocepacia K56-2 heptoseless mutant and M. C. J. PubMed Scopus Google Scholar). the inner core OS is in Burkholderia The panel of isogenic with in their lipid OS to the between and the resistance of B. cenocepacia as was with B. PubMed Scopus Google PmB to P. to B. cenocepacia truncation of the lipid OS to increased PmB the that the cell of B. cenocepacia that to as a barrier Although the strain to our core mutants are resistant to PmB such as and E. with intact core B. cenocepacia that these bacteria resistant to of the of isogenic mutants in B. cenocepacia K56-2 that the of a O antigen to a mutant producing heptoseless lipid OS we the of in to and in results demonstrated that O antigen B. cenocepacia bacterial to cells. that the O antigen in these bacteria bacterial surface that with cell or the core OS are for We the that all the core OS mutants with increased that is required for in to in bacteria M. J. S. M. D. PubMed Scopus Google Scholar). that survive B. PubMed Scopus Google M. PubMed Google and macrophages PubMed Scopus Google Scholar, J. S. Microbiol. PubMed Scopus Google Scholar). that the O antigen an in and of the B. in macrophages S. C. M. S. P. PubMed Scopus Google Scholar). the ability of the mutants with in lipid OS to survive in macrophages that the heptoseless mutant is for results are and that the ability of B. cenocepacia to survive in macrophages not with the level of truncation of the core B. cenocepacia PubMed Scopus Google Scholar, J. P. Speert D.P. J. PubMed Scopus Google Scholar) and D.P. M. J. PubMed Scopus Google Scholar) and the the of the mutants with core OS their increased sensitivity to PmB in that the in is not to the of these mutants or are is that the ability of B. cenocepacia to survive is the of the outer cell which in the of a truncated lipid is in with that B. cenocepacia heptoseless mutants in and increased to in to antimicrobial peptides C. J. PubMed Scopus Google we the genes in the biosynthesis of the core OS in B. the of the core and to of the genes of the core OS We demonstrated that of core OS are with a in the resistance to which with binding of peptide to the bacterial cell of the mutant we that the of the core OS is for of B. cenocepacia in whereas the O antigen to prevent bacterial to cells. are in our to the of the outer and the that to the resistance of B. cenocepacia to a of antimicrobial We and D. for C. for and S. and C. for of the with

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.058
Threshold uncertainty score0.331

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.025
GPT teacher head0.291
Teacher spread0.266 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Published2009
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