ABSTRACT
In this study, a genetically diverse panel of 43 mouse strains was exposed to phosgene and genome-wide association mapping performed using a high-density single nucleotide polymorphism (SNP) assembly. Transcriptomic analysis was also used to improve the genetic resolution in the identification of genetic determinants of phosgene-induced acute lung injury (ALI). We prioritized the identified genes based on whether the encoded protein was previously associated with lung injury or contained a nonsynonymous SNP within a functional domain. Candidates were selected that contained a promoter SNP that could alter a putative transcription factor binding site and had variable expression by transcriptomic analyses. The latter two criteria also required that ≥10% of mice carried the minor allele and that this allele could account for ≥10% of the phenotypic difference noted between the strains at the phenotypic extremes. This integrative, functional approach revealed 14 candidate genes that included Atp1a1, Alox5, Galnt11, Hrh1, Mbd4, Phactr2, Plxnd1, Ptprt, Reln, and Zfand4, which had significant SNP associations, and Itga9, Man1a2, Mapk14, and Vwf, which had suggestive SNP associations. Of the genes with significant SNP associations, Atp1a1, Alox5, Plxnd1, Ptprt, and Zfand4 could be associated with ALI in several ways. Using a competitive electrophoretic mobility shift analysis, Atp1a1 promoter (rs215053185) oligonucleotide containing the minor G allele formed a major distinct faster-migrating complex. In addition, a gene with a suggestive SNP association, Itga9, is linked to transforming growth factor ß1 signaling, which previously has been associated with the susceptibility to ALI in mice.
Subject(s)
Acute Lung Injury/genetics , Chemical Warfare Agents/toxicity , Gene Expression/drug effects , Genome , Lung/metabolism , Phosgene/toxicity , Acute Lung Injury/chemically induced , Acute Lung Injury/metabolism , Acute Lung Injury/pathology , Alleles , Animals , Chromosome Mapping , Electrophoretic Mobility Shift Assay , Female , Gene Expression Profiling , Genome-Wide Association Study , Genomics , Genotype , Integrins/genetics , Integrins/metabolism , Lung/drug effects , Lung/pathology , Mice , Mice, Inbred Strains , Oligonucleotide Array Sequence Analysis , Polymorphism, Single Nucleotide , Promoter Regions, Genetic , Reelin Protein , Sodium-Potassium-Exchanging ATPase/genetics , Sodium-Potassium-Exchanging ATPase/metabolismABSTRACT
The genetic basis for the underlying individual susceptibility to chlorine-induced acute lung injury is unknown. To uncover the genetic basis and pathophysiological processes that could provide additional homeostatic capacities during lung injury, 40 inbred murine strains were exposed to chlorine, and haplotype association mapping was performed. The identified single-nucleotide polymorphism (SNP) associations were evaluated through transcriptomic and metabolomic profiling. Using ≥ 10% allelic frequency and ≥ 10% phenotype explained as threshold criteria, promoter SNPs that could eliminate putative transcriptional factor recognition sites in candidate genes were assessed by determining transcript levels through microarray and reverse real-time PCR during chlorine exposure. The mean survival time varied by approximately 5-fold among strains, and SNP associations were identified for 13 candidate genes on chromosomes 1, 4, 5, 9, and 15. Microarrays revealed several differentially enriched pathways, including protein transport (decreased more in the sensitive C57BLKS/J lung) and protein catabolic process (increased more in the resistant C57BL/10J lung). Lung metabolomic profiling revealed 95 of the 280 metabolites measured were altered by chlorine exposure, and included alanine, which decreased more in the C57BLKS/J than in the C57BL/10J strain, and glutamine, which increased more in the C57BL/10J than in the C57BLKS/J strain. Genetic associations from haplotype mapping were strengthened by an integrated assessment using transcriptomic and metabolomic profiling. The leading candidate genes associated with increased susceptibility to acute lung injury in mice included Klf4, Sema7a, Tns1, Aacs, and a gene that encodes an amino acid carrier, Slc38a4.
Subject(s)
Acute Lung Injury/chemically induced , Acute Lung Injury/genetics , Chlorine/pharmacology , Animals , Chromosome Mapping/methods , Female , Gene Expression Profiling/methods , Genetic Predisposition to Disease , Haplotypes , Kruppel-Like Factor 4 , Lung/drug effects , Lung/metabolism , Metabolome , Mice , Mice, Inbred C57BL , Phenotype , Polymorphism, Single Nucleotide , Transcriptome/geneticsABSTRACT
SCOPE: This investigation sought to better understand the metabolic role of the lung and to generate insights into the pathogenesis of acrolein-induced acute lung injury. A respiratory irritant, acrolein is generated by overheating cooking oils or by domestic cooking using biomass fuels, and is in environmental tobacco smoke, a health hazard in the restaurant workplace. METHODS AND RESULTS: Using SM/J (sensitive) and 129X1/SvJ (resistant) inbred mouse strains, the lung metabolome was integrated with the transcriptome profile before and after acrolein exposure. A total of 280 small molecules were identified and mean values (log 2 >0.58 or <-0.58, p<0.05) were considered different for between-strain comparisons or within-strain responses to acrolein treatment. At baseline, 24 small molecules increased and 33 small molecules decreased in the SM/J mouse lung as compared to 129X1/SvJ mouse lung. Notable among the increased compounds was malonylcarnitine. Following acrolein exposure, several molecules indicative of glycolysis and branched chain amino acid metabolism increased similarly in both strains, whereas SM/J mice were less effective in generating metabolites related to fatty acid ß-oxidation. CONCLUSION: These findings suggest management of energetic stress varies between these strains, and that the ability to evoke auxiliary energy generating pathways rapidly and effectively may be critical in enhancing survival during acute lung injury in mice.
Subject(s)
Acrolein/toxicity , Acute Lung Injury/genetics , Acute Lung Injury/metabolism , Acute Lung Injury/chemically induced , Animals , Enzymes/genetics , Enzymes/metabolism , Female , Gene Expression Profiling , Lung/drug effects , Lung/metabolism , Metabolome , Mice , Mice, Inbred Strains , TranscriptomeABSTRACT
RATIONALE: Because acute lung injury is a sporadic disease produced by heterogeneous precipitating factors, previous genetic analyses are mainly limited to candidate gene case-control studies. OBJECTIVES: To develop a genome-wide strategy in which single nucleotide polymorphism associations are assessed for functional consequences to survival during acute lung injury in mice. METHODS: To identify genes associated with acute lung injury, 40 inbred strains were exposed to acrolein and haplotype association mapping, microarray, and DNA-protein binding were assessed. MEASUREMENTS AND MAIN RESULTS: The mean survival time varied among mouse strains with polar strains differing approximately 2.5-fold. Associations were identified on chromosomes 1, 2, 4, 11, and 12. Seven genes (Acvr1, Cacnb4, Ccdc148, Galnt13, Rfwd2, Rpap2, and Tgfbr3) had single nucleotide polymorphism (SNP) associations within the gene. Because SNP associations may encompass "blocks" of associated variants, functional assessment was performed in 91 genes within ± 1 Mbp of each SNP association. Using 10% or greater allelic frequency and 10% or greater phenotype explained as threshold criteria, 16 genes were assessed by microarray and reverse real-time polymerase chain reaction. Microarray revealed several enriched pathways including transforming growth factor-ß signaling. Transcripts for Acvr1, Arhgap15, Cacybp, Rfwd2, and Tgfbr3 differed between the strains with exposure and contained SNPs that could eliminate putative transcriptional factor recognition sites. Ccdc148, Fancl, and Tnn had sequence differences that could produce an amino acid substitution. Mycn and Mgat4a had a promoter SNP or 3'untranslated region SNPs, respectively. Several genes were related and encoded receptors (ACVR1, TGFBR3), transcription factors (MYCN, possibly CCDC148), and ubiquitin-proteasome (RFWD2, FANCL, CACYBP) proteins that can modulate cell signaling. An Acvr1 SNP eliminated a putative ELK1 binding site and diminished DNA-protein binding. CONCLUSIONS: Assessment of genetic associations can be strengthened using a genetic/genomic approach. This approach identified several candidate genes, including Acvr1, associated with increased susceptibility to acute lung injury in mice.
Subject(s)
Activin Receptors, Type I/genetics , Acute Lung Injury/genetics , Haplotypes/genetics , Acrolein , Animals , Disease Models, Animal , Female , Mice , Mice, Inbred A , Polymorphism, Single Nucleotide/genetics , Protein Array AnalysisABSTRACT
An integral membrane protein, Claudin 5 (CLDN5), is a critical component of endothelial tight junctions that control pericellular permeability. Breaching of endothelial barriers is a key event in the development of pulmonary edema during acute lung injury (ALI). A major irritant in smoke, acrolein can induce ALI possibly by altering CLDN5 expression. This study sought to determine the cell signaling mechanism controlling endothelial CLDN5 expression during ALI. To assess susceptibility, 12 mouse strains were exposed to acrolein (10 ppm, 24 h), and survival monitored. Histology, lavage protein, and CLDN5 transcripts were measured in the lung of the most sensitive and resistant strains. CLDN5 transcripts and phosphorylation status of forkhead box O1 (FOXO1) and catenin (cadherin-associated protein) beta 1 (CTNNB1) proteins were determined in control and acrolein-treated human endothelial cells. Mean survival time (MST) varied more than 2-fold among strains with the susceptible (BALB/cByJ) and resistant (129X1/SvJ) strains (MST, 17.3 ± 1.9 h vs. 41.4 ± 5.1 h, respectively). Histological analysis revealed earlier perivascular enlargement in the BALB/cByJ than in 129X1/SvJ mouse lung. Lung CLDN5 transcript and protein increased more in the resistant strain than in the susceptible strain. In human endothelial cells, 30 nM acrolein increased CLDN5 transcripts and increased p-FOXO1 protein levels. The phosphatidylinositol 3-kinase inhibitor LY294002 diminished the acrolein-induced increased CLDN5 transcript. Acrolein (300 nM) decreased CLDN5 transcripts, which were accompanied by increased FOXO1 and CTNNB1. The phosphorylation status of these transcription factors was consistent with the observed CLDN5 alteration. Preservation of endothelial CLDN5 may be a novel clinical approach for ALI therapy.
Subject(s)
Endothelium/physiopathology , Lung Injury/physiopathology , Membrane Proteins/metabolism , Acrolein , Animals , Cell Line , Claudin-5 , Endothelial Cells/drug effects , Endothelial Cells/enzymology , Endothelium/drug effects , Endothelium/metabolism , Endothelium/pathology , Forkhead Box Protein O1 , Forkhead Transcription Factors/metabolism , Gene Expression Regulation/drug effects , Humans , Hybrid Cells/drug effects , Hybrid Cells/metabolism , Lung/blood supply , Lung/drug effects , Lung/pathology , Lung/physiopathology , Lung Injury/genetics , Lung Injury/pathology , Membrane Proteins/genetics , Mice , Microvessels/cytology , Phosphatidylinositol 3-Kinase/metabolism , Phosphoinositide-3 Kinase Inhibitors , Phosphorylation/drug effects , Protein Kinase Inhibitors/pharmacology , RNA, Messenger/genetics , RNA, Messenger/metabolism , Survival Analysis , beta Catenin/metabolismABSTRACT
Acute lung injury can be induced indirectly (e.g., sepsis) or directly (e.g., chlorine inhalation). Because treatment is still limited to supportive measures, mortality remains high ( approximately 74,500 deaths/yr). In the past, accidental (railroad derailments) and intentional (Iraq terrorism) chlorine exposures have led to deaths and hospitalizations from acute lung injury. To better understand the molecular events controlling chlorine-induced acute lung injury, we have developed a functional genomics approach using inbred mice strains. Various mouse strains were exposed to chlorine (45 ppm x 24 h) and survival was monitored. The most divergent strains varied by more than threefold in mean survival time, supporting the likelihood of an underlying genetic basis of susceptibility. These divergent strains are excellent models for additional genetic analysis to identify critical candidate genes controlling chlorine-induced acute lung injury. Gene-targeted mice then could be used to test the functional significance of susceptibility candidate genes, which could be valuable in revealing novel insights into the biology of acute lung injury.
Subject(s)
Chlorine/toxicity , Gases/toxicity , Genomics , Lung Diseases/chemically induced , Lung Diseases/genetics , Lung/drug effects , Animals , Female , Genetic Predisposition to Disease , Inhalation Exposure , Lung Diseases/prevention & control , Mice , Mice, Inbred Strains , Models, AnimalABSTRACT
The distributed genome hypothesis (DGH) states that each strain within a bacterial species receives a unique distribution of genes from a population-based supragenome that is many times larger than the genome of any given strain. The observations that natural infecting populations are often polyclonal and that most chronic bacterial pathogens have highly developed mechanisms for horizontal gene transfer suggested the DGH and provided the means and the mechanisms to explain how chronic infections persist in the face of a mammalian host's adaptive defense mechanisms. Having previously established the validity of the DGH for obligate pathogens, we wished to evaluate its applicability to an opportunistic bacterial pathogen. This was accomplished by construction and analysis of a highly redundant pooled genomic library containing approximately 216,000 functional clones that was constructed from 12 low-passage clinical isolates of Pseudomonas aeruginosa, 6 otorrheic isolates and 6 from other body sites. Sequence analysis of 3,214 randomly picked clones (mean insert size, approximately 1.4 kb) from this library demonstrated that 348 (10.8%) of the clones were unique with respect to all genomic sequences of the P. aeruginosa prototype strain, PAO1. Hypothetical translations of the open reading frames within these unique sequences demonstrated protein homologies to a number of bacterial virulence factors and other proteins not previously identified in P. aeruginosa. PCR and reverse transcription-PCR-based assays were performed to analyze the distribution and expression patterns of a 70-open reading frame subset of these sequences among 11 of the clinical strains. These sequences were unevenly distributed among the clinical isolates, with nearly half (34/70) of the novel sequences being present in only one or two of the individual strains. Expression profiling revealed that a vast majority of these sequences are expressed, strongly suggesting they encode functional proteins.
Subject(s)
Genome, Bacterial/genetics , Pseudomonas Infections/microbiology , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/isolation & purification , Bacteriophages/isolation & purification , Base Sequence , Gene Expression Profiling , Genes, Bacterial , Genomic Library , Humans , Molecular Sequence Data , Open Reading Frames/genetics , Protein Biosynthesis/genetics , Sequence Analysis, DNAABSTRACT
Eight low-passage-number Streptococcus pneumoniae clinical isolates, each of a different serotype and a different multilocus sequence type, were obtained from pediatric participants in a pneumococcal vaccine trial. Comparative genomic analyses were performed with these strains and two S. pneumoniae reference strains. Individual genomic libraries were constructed for each of the eight clinical isolates, with an average insert size of approximately 1 kb. A total of 73,728 clones were picked for arraying, providing more than four times genomic coverage per strain. A subset of 4,793 clones were sequenced, for which homology searches revealed that 750 (15.6%) of the sequences were unique with respect to the TIGR4 reference genome and 263 (5.5%) clones were unrelated to any available streptococcal sequence. Hypothetical translations of the open reading frames identified within these novel sequences showed homologies to a variety of proteins, including bacterial virulence factors not previously identified in S. pneumoniae. The distribution and expression patterns of 58 of these novel sequences among the eight clinical isolates were analyzed by PCR- and reverse transcriptase PCR-based analyses, respectively. These unique sequences were nonuniformly distributed among the eight isolates, and transcription of these genes in planktonic cultures was detected in 81% (172/212) of their genic occurrences. All 58 novel sequences were transcribed in one or more of the clinical strains, suggesting that they all correspond to functional genes. Sixty-five percent (38/58) of these sequences were found in 50% or less of the clinical strains, indicating a significant degree of genomic plasticity among natural isolates.
Subject(s)
Gene Expression Profiling/methods , Streptococcus pneumoniae/genetics , Streptococcus pneumoniae/isolation & purification , Bacteriocins/genetics , Blood Platelets/metabolism , Blood Platelets/microbiology , Carrier Proteins/genetics , Child , Cloning, Molecular , Humans , Molecular Sequence Data , Peptides/genetics , Serine Endopeptidases/genetics , Streptococcus pneumoniae/enzymology , Streptococcus pneumoniae/pathogenicity , Virulence , alpha-Galactosidase/geneticsABSTRACT
We hypothesize that Haemophilus influenzae, as a species, possesses a much greater number of genes than that found in any single H. influenzae genome. This supragenome is distributed throughout naturally occurring infectious populations, and new strains arise through autocompetence and autotransformation systems. The effect is that H. influenzae populations can readily adapt to environmental stressors. The supragenome hypothesis predicts that significant differences exist between and among the genomes of individual infectious strains of nontypeable H. influenzae (NTHi). To test this prediction, we obtained 10 low-passage NTHi clinical isolates from the middle ear effusions of patients with chronic otitis media. DNA sequencing was performed with 771 clones chosen at random from a pooled genomic library. Homology searching demonstrated that approximately 10% of these clones were novel compared to the H. influenzae Rd KW20 genome, and most of them did not match any DNA sequence in GenBank. Amino acid homology searches using hypothetical translations of the open reading frames revealed homologies to a variety of proteins, including bacterial virulence factors not previously identified in the NTHi isolates. The distribution and expression of 53 of these genes among the 10 strains were determined by PCR- and reverse transcription PCR-based analyses. These unique genes were nonuniformly distributed among the 10 isolates, and transcription of these genes in planktonic cultures was detected in 50% (177 of 352) of the occurrences. All of the novel sequences were transcribed in one or more of the NTHi isolates. Seventeen percent (9 of 53) of the novel genes were identified in all 10 NTHi strains, with each of the remaining 44 being present in only a subset of the strains. These genic distribution analyses were more effective as a strain discrimination tool than either multilocus sequence typing or 23S ribosomal gene typing methods.
Subject(s)
Haemophilus influenzae/genetics , Base Sequence , DNA, Bacterial/chemistry , Genome, Bacterial , Genomic Islands , Haemophilus influenzae/classification , Haemophilus influenzae/pathogenicity , Humans , Molecular Sequence Data , Phylogeny , RNA, Ribosomal, 23S/genetics , Repetitive Sequences, Amino Acid , VirulenceABSTRACT
We previously mapped a gene for severe pediatric gastroesophageal reflux disease ( GERD1) to a 9-cM interval on chromosome 13q14. In this report, we present the results of DNA sequencing and allelic association analyses that were done in an attempt to clone the GERD1 gene. Using a candidate transcript approach, we screened affected individuals for mutations in all transcribed regions of all genes, putative genes, and ESTs identified within the 6.2-Mb GERD1 locus based on alignments with the GenBank cDNA databases. From a total of 50 identifiable genes and 99 EST clusters in the GERD1 locus, we identified 163 polymorphisms (143 SNPs and 20 INDELs) in 21 genes and 37 ESTs. The patterns of inheritance and/or the high population frequencies of all polymorphic alleles identified in this study argued against causative relationships between any of the alleles and the GERD phenotype. Using a subset of 51 SNPs distributed throughout the GERD1 locus, we performed case-control and family (TDT) allelic association analyses on two sets of samples. The case-control study was performed with 73 GERD cases and 93 controls, and the family study was performed using 22 small families. SNP 160 (position 38,925,329 Mb, UCSChg15 map) gave a significant P value prior to multiple test correction in both the case control and family studies, while SNP168 (at 40,442,903 Mb) showed significant association after multiple test correction in the case-control sample, but was uninformative in the family sample. The results suggest that the GERD1 gene might be located near SNP160 or SNP168.
Subject(s)
Chromosome Mapping , Chromosomes, Human, Pair 13/genetics , Gastroesophageal Reflux/genetics , Polymorphism, Single Nucleotide/genetics , Adult , Base Sequence , Case-Control Studies , Child , DNA Primers , Databases, Nucleic Acid , Expressed Sequence Tags , Female , Gene Frequency , Humans , Male , Molecular Sequence Data , Mutation/genetics , Sequence Analysis, DNAABSTRACT
UNLABELLED: Haemophilus influenzae is one of the most important respiratory pathogens of man. It has been etiologically associated with otitis media, otorrhea, and chronic obstructive pulmonary disease. Identification of new genomic elements will provide novel targets to fight chronic infections caused by this organism. OBJECTIVE: The new paradigm that chronic infections are caused by bacterial biofilms prompted us to study the relationship between bacterial pathogenicity, biofilm formation and bacterial communal cooperation. To do this, it is essential to determine the virulence gene sets that are involved in the above processes and whether they are present in every bacterial cell or distributed in a "communal gene-pool", the distributed genome hypothesis (DGH). We designed, constructed and characterized a highly redundant genomic DNA library comprised of the genomes of ten low passage clinical isolates of H. influenzae carrying large numbers of genes that are not present in the laboratory strains of H. influenzae. METHODS: Genomic DNA fragments of the ten clinical strains were hydro-dynamically sheared to produce a mean fragment size of 1.5-2.5 kb. The ten sheared DNAs were than pooled and used in the construction of a genomic library with 76800 clones. RESULTS: Our restriction endonuclease and sequence analyses of 800 clones demonstrate that 75% of the clones carry an insert larger than 0.5 kb. The library has an approximately 1.5 kb average insert size, and therefore, better than 4.5x redundancy for each of the genomes of the ten clinical isolates. Our sequencing effort ( approximately 1 million nucleotides to date) reveals that a high percentage of genes (75 clones, 11% of the 686 sequenced clones) present in this library are not represented in the genome of the reference strain H. influenzae Rd. CONCLUSIONS: The library, based on the above results, has a better than 4.5x coverage for each of the ten constituent genomes. On the basis of our preliminary sequencing data ( approximately 1 million nucleotides) the library lacks of highly repeated sequences, therefore, the expected genome coverage (4.5x) is not degraded. Using the prevalence of non-Rd like sequences (11%) detected during characterization of the genomic library, we estimated that the library contains DNA sequences equivalent to approximately 2 million bp, which are not represented in the reference genome of the H. influenzae Rd strain and that is greater in size than the genome of this reference strain, providing ample targets for innovative drug design.