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1.
Microb Genom ; 9(11)2023 Nov.
Article in English | MEDLINE | ID: mdl-38010338

ABSTRACT

In response to the threat of increasing antimicrobial resistance, we must increase the amount of available high-quality genomic data gathered on antibiotic-resistant bacteria. To this end, we developed an integrated pipeline for high-throughput long-read sequencing, assembly, annotation and analysis of bacterial isolates and used it to generate a large genomic data set of carbapenemase-producing Enterobacterales (CPE) isolates collected in Spain. The set of 461 isolates were sequenced with a combination of both Illumina and Oxford Nanopore Technologies (ONT) DNA sequencing technologies in order to provide genomic context for chromosomal loci and, most importantly, structural resolution of plasmids, important determinants for transmission of antimicrobial resistance. We developed an informatics pipeline called Assembly and Annotation of Carbapenem-Resistant Enterobacteriaceae (AACRE) for the full assembly and annotation of the bacterial genomes and their complement of plasmids. To explore the resulting genomic data set, we developed a new database called inCREDBle that not only stores the genomic data, but provides unique ways to filter and compare data, enabling comparative genomic analyses at the level of chromosomes, plasmids and individual genes. We identified a new sequence type, ST5000, and discovered a genomic locus unique to ST15 that may be linked to its increased spread in the population. In addition to our major objective of generating a large regional data set, we took the opportunity to compare the effects of sample quality and sequencing methods, including R9 versus R10 nanopore chemistry, on genome assembly and annotation quality. We conclude that converting short-read and hybrid microbial sequencing and assembly workflows to the latest nanopore chemistry will further reduce processing time and cost, truly enabling the routine monitoring of resistance transmission patterns at the resolution of complete chromosomes and plasmids.


Subject(s)
Carbapenem-Resistant Enterobacteriaceae , Carbapenems , Carbapenems/pharmacology , Carbapenem-Resistant Enterobacteriaceae/genetics , Workflow , Genomics/methods , Anti-Bacterial Agents/pharmacology
2.
Int J Antimicrob Agents ; 59(1): 106456, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34688835

ABSTRACT

The emergence of 16S rRNA methyltransferases (RMTs) in Gram-negative pathogens bearing other clinically relevant resistance mechanisms, such as carbapenemase-producing Enterobacterales (CPE), is becoming an alarming concern. We investigated the prevalence, antimicrobial susceptibility, resistance mechanisms, molecular epidemiology and genetic support of RMTs in CPE isolates from Spain. This study included a collection of 468 CPE isolates recovered during 2018 from 32 participating Spanish hospitals. MICs were determined using the broth microdilution method, the agar dilution method (fosfomycin) or MIC gradient strips (plazomicin). All isolates were subjected to hybrid whole-genome sequencing (WGS). Sequence types (STs), core genome phylogenetic relatedness, horizontally acquired resistance mechanisms, plasmid analysis and the genetic environment of RMTs were determined in silico from WGS data in all RMT-positive isolates. Among the 468 CPE isolates evaluated, 24 isolates (5.1%) recovered from nine different hospitals spanning five Spanish regions showed resistance to all aminoglycosides and were positive for an RMT (21 RmtF, 2 ArmA and 1 RmtC). All RMT-producers showed high-level resistance to all aminoglycosides, including plazomicin, and in most cases exhibited an extensively drug-resistant susceptibility profile. The RMT-positive isolates showed low genetic diversity and were global clones of Klebsiella pneumoniae (ST147, ST101, ST395) and Enterobacter cloacae (ST93) bearing blaOXA-48, blaNDM-1 or blaVIM-1 carbapenemase genes. RMTs were harboured in five different multidrug resistance plasmids and linked to efficient mobile genetic elements. Our findings highlight that RMTs are emerging among clinical CPE isolates from Spain and their spread should be monitored to preserve the future clinical utility of aminoglycosides and plazomicin.


Subject(s)
Drug Resistance, Bacterial/genetics , Enterobacteriaceae/genetics , Enterobacteriaceae/metabolism , Methyltransferases/genetics , Methyltransferases/metabolism , RNA, Ribosomal, 16S/genetics , beta-Lactamases/genetics , beta-Lactamases/metabolism , Genetic Variation , Genome-Wide Association Study , Genotype , Humans , Spain
3.
J Clin Microbiol ; 59(8): e0023821, 2021 07 19.
Article in English | MEDLINE | ID: mdl-33980650

ABSTRACT

Matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS) has recently been used for the direct detection of KPC-producing isolates by analysis of the 11,109 Da mass peak representing the P019 protein. In this study, we evaluate the presence of the 11,109 Da mass peak in a collection of 435 unduplicated Klebsiella pneumoniae clinical isolates. The prevalence of the P019 peak in the blaKPC K. pneumoniae isolates was 49.2% (32/65). The 11,109 Da mass peak was not observed in any of the other carbapenemase (319) or noncarbapenemase producers (116). Computational analysis of the presence of the p019 gene was performed in the aforementioned carbapenemase-producing K. pneumoniae isolates fully characterized by whole-genome sequencing (WGS) and in a further collection of 1,649 K. pneumoniae genomes included in EuSCAPE. Herein, we have demonstrated that the p019 gene is not exclusively linked to the pKpQil plasmid but that it is present in the following plasmids: IncFIB(K)/IncFII(K)/ColRNAI, IncFIB(pQil), IncFIB(pQil)/ColRNAI, IncFIB(pQil)/IncFII(K), IncFIB(K)/IncFII(K), and IncX3. In addition, we have proven the independent movement of the Tn4401 and the ISKpn31, of which the p019 gene is a component. The absence of the p019 gene was obvious in Col440I, Col(pHAD28), IncFIB(K)/IncX3/IncFII(K), and IncFIB(K)/IncFII(K) plasmids. In addition, we also observed another plasmid in which neither Tn4401 nor ISKpn31 was found, IncP6. In the EuSCAPE, the occurrence of p019 varied from 0% to 100% among the different geographical locations. The adverse clinical impact of the diminished prevalence of the p019 gene within the plasmid encoding KPC-producing Klebsiella pneumoniae puts forward the need for reconsideration when applying this technique in a clinical setting.


Subject(s)
Klebsiella pneumoniae , beta-Lactamases , Anti-Bacterial Agents , Bacterial Proteins/genetics , Klebsiella pneumoniae/drug effects , Klebsiella pneumoniae/genetics , Plasmids/genetics , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Whole Genome Sequencing , beta-Lactamases/genetics
4.
J Clin Microbiol ; 59(7): e0080021, 2021 06 18.
Article in English | MEDLINE | ID: mdl-33952594

ABSTRACT

The increasing emergence of carbapenemase-producing Klebsiella pneumoniae (CPK) isolates is a global health alarm. Rapid methods that require minimum sample preparation and rapid data analysis are urgently required. Matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS) has recently been used by clinical laboratories for identification of antibiotic-resistant bacteria; however, discrepancies have arisen regarding biological and technical issues. The aim of this study was to standardize an operating procedure and data analysis for identification of CPK by MALDI-TOF MS. To evaluate this approach, a series of 162 K. pneumoniae isolates (112 CPK and 50 non-CPK) were processed in the MALDI BioTyper system (Bruker Daltonik, Germany) following a standard operating procedure. The study was conducted in two stages; the first is denominated the "reproducibility stage" and the second "CPK identification." The first stage was designed to evaluate the biological and technical variation associated with the entire analysis of CPK and the second stage to assess the final accuracy of MALDI-TOF MS for the identification of CPK. Therefore, we present an improved MALDI-TOF MS data analysis pipeline using neural network analysis implemented in Clover MS Data Analysis Software (Clover Biosoft, Spain) that is designed to reduce variability, guarantee interlaboratory reproducibility, and maximize the information selected from the bacterial proteome. Using the random forest (RF) algorithm, 100% of CPK isolates were correctly identified when all the peaks in the spectra were selected as input features and total ion current (TIC) normalization was applied. Thus, we have demonstrated that real-time direct tracking of CPK is possible using MALDI-TOF MS.


Subject(s)
Data Analysis , Klebsiella pneumoniae , Bacterial Proteins , Germany , Reproducibility of Results , Spain , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , beta-Lactamases
5.
J Antimicrob Chemother ; 76(6): 1498-1510, 2021 05 12.
Article in English | MEDLINE | ID: mdl-33677560

ABSTRACT

BACKGROUND: Imipenem/relebactam is a novel carbapenem/ß-lactamase inhibitor combination, developed to act against carbapenemase-producing Enterobacterales (CPE). OBJECTIVES: To assess the in vitro activity of imipenem/relebactam against a Spanish nationwide collection of CPE by testing the susceptibility of these isolates to 16 widely used antimicrobials and to determine the underlying ß-lactam resistance mechanisms involved and the molecular epidemiology of carbapenemases in Spain. MATERIALS AND METHODS: Clinical CPE isolates (n = 401) collected for 2 months from 24 hospitals in Spain were tested. MIC50, MIC90 and susceptibility/resistance rates were interpreted in accordance with the EUCAST guidelines. ß-Lactam resistance mechanisms and molecular epidemiology were characterized by WGS. RESULTS: For all isolates, high rates of susceptibility to colistin (86.5%; MIC50/90 = 0.12/8 mg/L), imipenem/relebactam (85.8%; MIC50/90 = 0.5/4 mg/L) and ceftazidime/avibactam (83.8%, MIC50/90 = 1/≥256 mg/L) were observed. The subgroups of isolates producing OXA-48-like (n = 305, 75.1%) and KPC-like enzymes (n = 44, 10.8%) were highly susceptible to ceftazidime/avibactam (97.7%, MIC50/90 = 1/2 mg/L) and imipenem/relebactam (100.0%, MIC50/90 = ≤0.25/1 mg/L), respectively.The most widely disseminated high-risk clones of carbapenemase-producing Klebsiella pneumoniae across Spain were found to be ST11, ST147, ST392 and ST15 (mostly associated with OXA-48) and ST258/512 (in all cases producing KPC). CONCLUSIONS: Imipenem/relebactam, colistin and ceftazidime/avibactam were the most active antimicrobials against all CPEs. Imipenem/relebactam is a valuable addition to the antimicrobial arsenal used in the fight against CPE, particularly against KPC-producing isolates, which in all cases were susceptible to this combination.


Subject(s)
Azabicyclo Compounds , Imipenem , Anti-Bacterial Agents/pharmacology , Azabicyclo Compounds/pharmacology , Bacterial Proteins , Ceftazidime , Drug Combinations , Imipenem/pharmacology , Microbial Sensitivity Tests , Spain , beta-Lactamases/genetics
7.
Mol Biol Evol ; 33(5): 1205-18, 2016 05.
Article in English | MEDLINE | ID: mdl-26764160

ABSTRACT

Recent results from large-scale genomic projects suggest that allele frequencies, which are highly relevant for medical purposes, differ considerably across different populations. The need for a detailed catalog of local variability motivated the whole-exome sequencing of 267 unrelated individuals, representative of the healthy Spanish population. Like in other studies, a considerable number of rare variants were found (almost one-third of the described variants). There were also relevant differences in allelic frequencies in polymorphic variants, including ∼10,000 polymorphisms private to the Spanish population. The allelic frequencies of variants conferring susceptibility to complex diseases (including cancer, schizophrenia, Alzheimer disease, type 2 diabetes, and other pathologies) were overall similar to those of other populations. However, the trend is the opposite for variants linked to Mendelian and rare diseases (including several retinal degenerative dystrophies and cardiomyopathies) that show marked frequency differences between populations. Interestingly, a correspondence between differences in allelic frequencies and disease prevalence was found, highlighting the relevance of frequency differences in disease risk. These differences are also observed in variants that disrupt known drug binding sites, suggesting an important role for local variability in population-specific drug resistances or adverse effects. We have made the Spanish population variant server web page that contains population frequency information for the complete list of 170,888 variant positions we found publicly available (http://spv.babelomics.org/), We show that it if fundamental to determine population-specific variant frequencies to distinguish real disease associations from population-specific polymorphisms.


Subject(s)
Disease/genetics , Exome , Databases, Nucleic Acid , Drug Resistance/genetics , Gene Frequency , Genetic Predisposition to Disease , Genetic Variation , Genetics, Population/methods , Humans , Internet , Pharmacogenomic Testing , Polymorphism, Genetic , Spain/epidemiology
8.
J Clin Microbiol ; 53(1): 219-26, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25378574

ABSTRACT

Hepatitis C virus (HCV) is classified into seven major genotypes and 67 subtypes. Recent studies have shown that in HCV genotype 1-infected patients, response rates to regimens containing direct-acting antivirals (DAAs) are subtype dependent. Currently available genotyping methods have limited subtyping accuracy. We have evaluated the performance of a deep-sequencing-based HCV subtyping assay, developed for the 454/GS-Junior platform, in comparison with those of two commercial assays (Versant HCV genotype 2.0 and Abbott Real-time HCV Genotype II) and using direct NS5B sequencing as a gold standard (direct sequencing), in 114 clinical specimens previously tested by first-generation hybridization assay (82 genotype 1 and 32 with uninterpretable results). Phylogenetic analysis of deep-sequencing reads matched subtype 1 calling by population Sanger sequencing (69% 1b, 31% 1a) in 81 specimens and identified a mixed-subtype infection (1b/3a/1a) in one sample. Similarly, among the 32 previously indeterminate specimens, identical genotype and subtype results were obtained by direct and deep sequencing in all but four samples with dual infection. In contrast, both Versant HCV Genotype 2.0 and Abbott Real-time HCV Genotype II failed subtype 1 calling in 13 (16%) samples each and were unable to identify the HCV genotype and/or subtype in more than half of the non-genotype 1 samples. We concluded that deep sequencing is more efficient for HCV subtyping than currently available methods and allows qualitative identification of mixed infections and may be more helpful with respect to informing treatment strategies with new DAA-containing regimens across all HCV subtypes.


Subject(s)
Genotype , Hepacivirus/classification , Hepacivirus/genetics , Hepatitis C/virology , High-Throughput Nucleotide Sequencing , Phylogeny , Viral Nonstructural Proteins/genetics , Genotyping Techniques , Hepatitis C/diagnosis , Humans , Reagent Kits, Diagnostic
9.
Clin Infect Dis ; 59(4): 578-88, 2014 Aug 15.
Article in English | MEDLINE | ID: mdl-24879788

ABSTRACT

BACKGROUND: The clinical relevance of ultrasensitive human immunodeficiency virus type 1 (HIV-1) genotypic resistance testing in antiretroviral treatment (ART)-experienced individuals remains unknown. METHODS: This was a retrospective, multicentre, cohort study in ART-experienced, HIV-1-infected adults who initiated salvage ART including, at least 1 ritonavir-boosted protease inhibitor, raltegravir or etravirine. Presalvage ART Sanger and 454 sequencing of plasma HIV-1 were used to generate separate genotypic sensitivity scores (GSS) using the HIVdb, ANRS, and REGA algorithms. Virological failure (VF) was defined as 2 consecutive HIV-1 RNA levels ≥200 copies/mL at least 12 weeks after salvage ART initiation, whereas subjects remained on the same ART. The ability of Sanger and 454-GSS to predict VF was assessed by receiver operating characteristic (ROC) curves and survival analyses. RESULTS: The study included 132 evaluable subjects; 28 (21%) developed VF. Using HIVdb, 454 predicted VF better than Sanger sequencing in the ROC curve analysis (area under the curve: 0.69 vs 0.60, Delong test P = .029). Time to VF was shorter for subjects with 454-GSS < 3 vs 454-GSS ≥ 3 (Log-rank P = .003) but not significantly different between Sanger-GSS < 3 and ≥3. Factors independently associated with increased risk of VF in multivariate Cox regression were a 454-GSS < 3 (HR = 4.6, 95 CI, [1.5, 14.0], P = .007), and the number of previous antiretrovirals received (HR = 1.2 per additional drug, 95 CI, [1.1, 1.3], P = .001). Equivalent findings were obtained with the ANRS and REGA algorithms. CONCLUSIONS: Ultrasensitive HIV-1 genotyping improves GSS-based predictions of virological outcomes of salvage ART relative to Sanger sequencing. This may improve the clinical management of ART-experienced subjects living with HIV-1. CLINICAL TRIALS REGISTRATION: NCT01346878.


Subject(s)
Anti-Retroviral Agents/therapeutic use , Drug Resistance, Viral , Genotyping Techniques/methods , HIV Infections/drug therapy , HIV Infections/virology , HIV-1/drug effects , Salvage Therapy/methods , Adult , Antiretroviral Therapy, Highly Active/methods , Cohort Studies , Female , HIV Infections/diagnosis , Humans , Male , Microbial Sensitivity Tests/methods , Middle Aged , Prognosis , Retrospective Studies , Treatment Failure
10.
J Antimicrob Chemother ; 69(3): 632-6, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24155060

ABSTRACT

OBJECTIVES: To characterize at the genomic level the evolution of multiresistance during an outbreak of Klebsiella pneumoniae in a burns intensive care unit. The outbreak involved a DHA-1 ß-lactamase-producing strain that later acquired carbapenem and fosfomycin resistance, and in one case colistin resistance. METHODS: The genomes of two isolates were sequenced and compared with a previously sequenced genome. The role of hypermutability was investigated by measuring the mutation frequencies of the isolates and comparison with a collection of control strains. RESULTS: Sequence comparison identified four single-nucleotide variants and two transposon insertions. Analysis of the variants in the whole collection related carbapenem and fosfomycin resistance to a nonsense mutation in the ompK36 porin gene and colistin resistance to an IS1 insertion in the mgrB gene. The plasmid carrying the blaDHA-1 gene was unstable in the absence of antibiotics, and analysis of isolates that had lost the plasmid showed that the porin mutation alone was not sufficient to generate carbapenem resistance. The mutation frequencies were similar among all the strains analysed. CONCLUSIONS: Carbapenem resistance required production of the DHA-1 ß-lactamase and decreased permeability, but fosfomycin resistance depended only on permeability. Resistance to colistin might be related to an alteration in the regulation of the phoPQ system. Hypermutation is not related to the selection of porin mutants. Plasmid instability might be due to the high number of mobile elements and suggests a major role for antibiotic selection pressure in the emergence and evolution of this outbreak.


Subject(s)
Carbapenems/pharmacology , Colistin/pharmacology , Disease Outbreaks , Drug Resistance, Multiple , Evolution, Molecular , Klebsiella Infections/microbiology , Klebsiella pneumoniae/drug effects , Adult , Aged , Anti-Bacterial Agents/pharmacology , DNA, Bacterial/chemistry , DNA, Bacterial/genetics , Female , Genome, Bacterial , Humans , Klebsiella Infections/epidemiology , Klebsiella pneumoniae/genetics , Klebsiella pneumoniae/isolation & purification , Male , Middle Aged , Molecular Sequence Data , Mutation Rate , Sequence Analysis, DNA
11.
Genome Announc ; 1(1)2013 Jan.
Article in English | MEDLINE | ID: mdl-23469341

ABSTRACT

Klebsiella pneumoniae KpQ3 is a multidrug-resistant isolate obtained from a blood culture of a patient in a burn unit in the Hospital Universitario La Paz (Madrid, Spain) in 2008. The genome contains multiple antibiotic resistance genes, including a plasmid-mediated DHA-1 cephalosporinase gene.

12.
PLoS One ; 8(12): e83361, 2013.
Article in English | MEDLINE | ID: mdl-24391758

ABSTRACT

We have investigated the reliability and reproducibility of HCV viral quasispecies quantification by ultra-deep pyrosequencing (UDPS) methods. Our study has been divided in two parts. First of all, by UDPS sequencing of clone mixes samples we have established the global noise level of UDPS and fine tuned a data treatment workflow previously optimized for HBV sequence analysis. Secondly, we have studied the reproducibility of the methodology by comparing 5 amplicons from two patient samples on three massive sequencing platforms (FLX+, FLX and Junior) after applying the error filters developed from the clonal/control study. After noise filtering the UDPS results, the three replicates showed the same 12 polymorphic sites above 0.7%, with a mean CV of 4.86%. Two polymorphic sites below 0.6% were identified by two replicates and one replicate respectively. A total of 25, 23 and 26 haplotypes were detected by GS-Junior, GS-FLX and GS-FLX+. The observed CVs for the normalized Shannon entropy (Sn), the mutation frequency (Mf), and the nucleotidic diversity (Pi) were 1.46%, 3.96% and 3.78%. The mean absolute difference in the two patients (5 amplicons each), in the GS-FLX and GS-FLX+, were 1.46%, 3.96% and 3.78% for Sn, Mf and Pi. No false polymorphic site was observed above 0.5%. Our results indicate that UDPS is an optimal alternative to molecular cloning for quantitative study of HCV viral quasispecies populations, both in complexity and composition. We propose an UDPS data treatment workflow for amplicons from the RNA viral quasispecies which, at a sequencing depth of at least 10,000 reads per strand, enables to obtain sequences and frequencies of consensus haplotypes above 0.5% abundance with no erroneous mutations, with high confidence, resistant mutants as minor variants at the level of 1%, with high confidence that variants are not missed, and highly confident measures of quasispecies complexity.


Subject(s)
Hepacivirus/genetics , High-Throughput Nucleotide Sequencing/statistics & numerical data , RNA, Viral/genetics , Sequence Analysis, RNA/statistics & numerical data , Cloning, Molecular , Drug Resistance, Viral/genetics , Genetic Variation , Hepacivirus/drug effects , Hepacivirus/isolation & purification , Hepatitis C, Chronic/drug therapy , Hepatitis C, Chronic/virology , Humans , Mutation , Polymerase Chain Reaction , Reproducibility of Results , Viral Nonstructural Proteins/genetics
13.
OMICS ; 17(1): 53-9, 2013 Jan.
Article in English | MEDLINE | ID: mdl-21919703

ABSTRACT

To explore the feasibility of pyrosequencing for quantitative differential gene expression analysis we have performed a comparative study of the results of the sequencing experiments to those obtained by a conventional DNA microarray platform. A conclusion from our analysis is that, over a threshold of 35 normalized reads per gene, the measurements of gene expression display a good correlation with the references. The observed concordance between pyrosequencing and DNA microarray platforms beyond the threshold was of 0.8, measured as a Pearson's correlation coefficient. In differential gene expression the initial aim is the quantification the differences among transcripts when comparing experimental conditions. Thus, even in a scenario of low coverage the concordance in the measurements is quite acceptable. On the other hand, the comparatively longer read size obtained by pyrosequencing allows detecting unconventional splicing forms.


Subject(s)
Gene Expression Regulation , Oligonucleotide Array Sequence Analysis , RNA, Messenger/genetics
14.
Proc Natl Acad Sci U S A ; 109(29): 11872-7, 2012 Jul 17.
Article in English | MEDLINE | ID: mdl-22753475

ABSTRACT

We report the genome sequence of melon, an important horticultural crop worldwide. We assembled 375 Mb of the double-haploid line DHL92, representing 83.3% of the estimated melon genome. We predicted 27,427 protein-coding genes, which we analyzed by reconstructing 22,218 phylogenetic trees, allowing mapping of the orthology and paralogy relationships of sequenced plant genomes. We observed the absence of recent whole-genome duplications in the melon lineage since the ancient eudicot triplication, and our data suggest that transposon amplification may in part explain the increased size of the melon genome compared with the close relative cucumber. A low number of nucleotide-binding site-leucine-rich repeat disease resistance genes were annotated, suggesting the existence of specific defense mechanisms in this species. The DHL92 genome was compared with that of its parental lines allowing the quantification of sequence variability in the species. The use of the genome sequence in future investigations will facilitate the understanding of evolution of cucurbits and the improvement of breeding strategies.


Subject(s)
Biological Evolution , Cucumis melo/genetics , Genome, Plant/genetics , Phylogeny , Base Sequence , Chromosome Mapping , Chromosomes, Artificial, Bacterial/genetics , DNA Transposable Elements/genetics , Disease Resistance/genetics , Genes, Duplicate/genetics , Genes, Plant/genetics , Genomics/methods , Likelihood Functions , Models, Genetic , Molecular Sequence Annotation , Molecular Sequence Data , Sequence Alignment , Sequence Analysis, DNA
15.
PLoS One ; 6(5): e19461, 2011.
Article in English | MEDLINE | ID: mdl-21602929

ABSTRACT

OBJECTIVE: To explore the potential of deep HIV-1 sequencing for adding clinically relevant information relative to viral population sequencing in heavily pre-treated HIV-1-infected subjects. METHODS: In a proof-of-concept study, deep sequencing was compared to population sequencing in HIV-1-infected individuals with previous triple-class virological failure who also developed virologic failure to deep salvage therapy including, at least, darunavir, tipranavir, etravirine or raltegravir. Viral susceptibility was inferred before salvage therapy initiation and at virological failure using deep and population sequencing genotypes interpreted with the HIVdb, Rega and ANRS algorithms. The threshold level for mutant detection with deep sequencing was 1%. RESULTS: 7 subjects with previous exposure to a median of 15 antiretrovirals during a median of 13 years were included. Deep salvage therapy included darunavir, tipranavir, etravirine or raltegravir in 4, 2, 2 and 5 subjects, respectively. Self-reported treatment adherence was adequate in 4 and partial in 2; one individual underwent treatment interruption during follow-up. Deep sequencing detected all mutations found by population sequencing and identified additional resistance mutations in all but one individual, predominantly after virological failure to deep salvage therapy. Additional genotypic information led to consistent decreases in predicted susceptibility to etravirine, efavirenz, nucleoside reverse transcriptase inhibitors and indinavir in 2, 1, 2 and 1 subject, respectively. Deep sequencing data did not consistently modify the susceptibility predictions achieved with population sequencing for darunavir, tipranavir or raltegravir. CONCLUSIONS: In this subset of heavily pre-treated individuals, deep sequencing improved the assessment of genotypic resistance to etravirine, but did not consistently provide additional information on darunavir, tipranavir or raltegravir susceptibility. These data may inform the design of future studies addressing the clinical value of minority drug-resistant variants in treatment-experienced subjects.


Subject(s)
Anti-HIV Agents/pharmacology , Drug Resistance, Viral/genetics , HIV Infections/drug therapy , High-Throughput Nucleotide Sequencing/methods , Anti-Retroviral Agents/pharmacology , Darunavir , Female , Genotype , HIV-1 , Humans , Male , Mutation , Pyridines/pharmacology , Pyrones/pharmacology , Pyrrolidinones/pharmacology , Raltegravir Potassium , Salvage Therapy , Sulfonamides/pharmacology , Treatment Failure
16.
Antiviral Res ; 88(3): 281-6, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20883724

ABSTRACT

Using quantitative deep HIV-1 sequencing in a subject who developed virological failure to deep salvage therapy with raltegravir, we found that most Q148R and N155H mutants detected at the time of virological failure originated from pre-existing minority Q148R and N155H variants through independent evolutionary clusters. Double 148R+N155H mutants were also detected in 1.7% of viruses at virological failure in association with E138K and/or G163R. Our findings illustrate the ability of HIV-1 to escape from suboptimal antiretroviral drug pressure through selection of pre-existing drug-resistant mutants, underscoring the importance of using fully active antiretroviral regimens to treat all HIV-1-infected subjects.


Subject(s)
Amino Acid Substitution , Drug Resistance, Viral , HIV Infections/drug therapy , HIV Infections/genetics , HIV Integrase Inhibitors/pharmacology , HIV Integrase Inhibitors/therapeutic use , HIV-1/drug effects , HIV-1/genetics , Mutation , Pyrrolidinones/pharmacology , Pyrrolidinones/therapeutic use , Selection, Genetic , Adult , Amino Acid Sequence , Amino Acid Substitution/drug effects , Amino Acid Substitution/genetics , DNA Mutational Analysis , Drug Resistance, Viral/drug effects , Drug Resistance, Viral/genetics , HIV Infections/virology , HIV Integrase/metabolism , HIV-1/enzymology , Humans , Male , Molecular Sequence Data , Phylogeny , Raltegravir Potassium , Selection, Genetic/drug effects , Treatment Failure
17.
J Biol Chem ; 278(34): 31895-901, 2003 Aug 22.
Article in English | MEDLINE | ID: mdl-12805361

ABSTRACT

Cellular responses to low oxygen tension are mediated, at least in part, by the activation of the hypoxia-inducible factors (HIFs). In the presence of oxygen, specific HIF residues become hydroxylated by the action of a recently described group of dioxygenases. These post-translational modifications target HIF for proteosomal degradation and prevent its transcriptional activity. Despite these detailed studies, little is known about the regulation of HIF by stimuli other than hypoxia. Here we report that, in rat pheochromocytoma PC12 cells, nerve growth factor (NGF) stimulation results in a decrease of both basal and hypoxia-induced levels of HIF-2 alpha protein. NGF treatment did not increase HIF-hydroxylase gene expression or activity, and the reduction of the HIF-2 alpha protein level upon stimulation was observed even in the presence of HIF-hydroxylase inhibitors such as deferoxamine or dimethyloxoglutarate. Thus, in contrast to the response to hypoxia, the effect of NGF on HIF-2 alpha protein levels is not mediated by the HIF hydroxilases. Quantitative real time (RT)-PCR showed that NGF stimulation results in a decrease of the HIF-2 alpha mRNA level similar to that found at the protein level. Interestingly, NGF effect was specific for HIF-2 alpha mRNA because it did not affect HIF-1 alpha mRNA levels. NGF treatment reduced HIF-2 alpha mRNA levels even in the presence of actinomycin D, suggesting an effect on mRNA stability. Finally, the effect of NGF on HIF2 alpha correlates with reduction of both basal and hypoxia-induced vascular endothelial growth factor mRNA levels. Reporter assays suggest that the reduced expression of hypoxia-inducible genes upon NGF treatment is related, at least in part, to the reduction of HIF-2 alpha protein. Hence, in PC12 cells the level of HIF-2 alpha protein and its effect on gene expression can be down-regulated by stimuli other than oxygen.


Subject(s)
Down-Regulation/drug effects , Nerve Growth Factor/pharmacology , Trans-Activators/physiology , Animals , Base Sequence , Basic Helix-Loop-Helix Transcription Factors , DNA Probes , PC12 Cells , Procollagen-Proline Dioxygenase/genetics , RNA, Messenger/genetics , Rats , Trans-Activators/genetics
18.
Cancer Res ; 62(10): 2929-36, 2002 May 15.
Article in English | MEDLINE | ID: mdl-12019174

ABSTRACT

The von Hippel-Lindau tumor suppressor gene (VHL) is absent or inactivated in the VHLcancer syndrome and in most sporadic renal cancers. VHL is requiredfor the assembly of a proper extracellular fibronectin matrix, although the exact mechanism remains unknown. In this report, we demonstrate that 786-O renal cancer cells are unable to organize an adequate matrix even in the presence of an excess of exogenous fibronectin. Because the formation of integrin fibrillar adhesions plays a pivotal role in the organization of extracellular fibronectin, we next examined the expression and subcellular distribution of integrins in VHL- cells and their wild-type VHL stably transfected counterparts. The levels of beta1 and alphav integrins were increased in VHL- cells when compared with VHL+ transfectants. Early after plating, both VHL+ and VHL- cells were capable of assembling classic "patch-like" alphav focal contacts. As the culture advanced and cells became confluent, alphav integrins partly relocated to the intercellular junctions in VHL+ transfectants, which then developed large beta1 fibrillar-type adhesions and anchored firmly to the substrate. In contrast, confluent VHL- cells were unable to assemble beta1 fibrillar adhesions, and alphav focal contacts remained unchanged at all stages of the culture. Exogenous activation of beta1 integrins with either divalent cations or activating antibodies partly restored the capability of VHL- cells to assemble beta1 fibrillar adhesions and fibronectin fibers. Finally, pulse-chase studies of metabolically labeled 786-O cells revealed that the maturation of the common beta1-integrin chain was delayed in VHL- cells when compared with VHL+ cells. Our results show that VHL is an important regulator of integrins and is essential for the formation of beta1 fibrillar adhesions. These findings help to explain the abnormal extracellular matrix organization and increased motility of VHL- renal cancer cells.


Subject(s)
Genes, Tumor Suppressor/physiology , Integrin beta1/physiology , Kidney Neoplasms/pathology , Ligases/genetics , Tumor Suppressor Proteins , Ubiquitin-Protein Ligases , Cell Adhesion/genetics , Cell Adhesion/physiology , Cell Membrane/metabolism , Extracellular Matrix/metabolism , Extracellular Matrix/physiology , Fibronectins/metabolism , Fibronectins/pharmacology , Humans , Integrin beta1/biosynthesis , Integrin beta1/metabolism , Kidney Neoplasms/genetics , Kidney Neoplasms/metabolism , Transfection , Von Hippel-Lindau Tumor Suppressor Protein
19.
J Biol Chem ; 277(16): 13508-17, 2002 Apr 19.
Article in English | MEDLINE | ID: mdl-11815624

ABSTRACT

Hypoxia-inducible factors (HIF) belong to an evolutionary conserved family of transcription factors, the activity of which is tightly regulated by oxygen levels. We have recently demonstrated that hypoxia activates the phosphoinositide 3-kinase (PI3K)/Akt pathway in some cell types, and other works have suggested that this pathway is involved in the activation of HIF. In the present work we studied the role of this pathway in the induction of HIF by hypoxia. Under hypoxic conditions the PI3K/Akt pathway was activated in some (PC12 and HeLa) but not all cell types (HepG2) tested, whereas the HIF protein was induced by hypoxia in all cases. Kinetics analysis showed that, when observed, the activation of PI3K/Akt occurred after HIF induction. In addition, the chemical inhibition of PI3K had no significant effect on the induction of the HIF protein or its transcriptional activity but prevented Akt activation. Accordingly, transient overexpression of a dominant negative form of the regulatory subunit of PI3K in HEK293T cells did not interfere with the induction of the HIF-alpha protein by hypoxia or affect HIF-mediated transcription in any of the cell types tested. Moreover, forced activation of the PI3K/Akt pathway did not affect the transcriptional activity of HIF under normoxic or hypoxic conditions. Thus, our data suggest that the activation of PI3K/Akt by hypoxia is cell type-specific and, when observed, lies downstream of HIF activation or in a parallel pathway. Furthermore, the activity of the PI3K/Akt is not sufficient for the activation of HIF nor is it essential for its induction by hypoxia.


Subject(s)
DNA-Binding Proteins/metabolism , Hypoxia , Nuclear Proteins/metabolism , Oxygen/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Protein Serine-Threonine Kinases/metabolism , Proto-Oncogene Proteins , Transcription Factors , Androstadienes/pharmacology , Animals , Blotting, Western , Cell Line , Dose-Response Relationship, Drug , Enzyme Activation , Enzyme Inhibitors/pharmacology , Genes, Dominant , Genes, Reporter , HeLa Cells , Humans , Hypoxia-Inducible Factor 1 , Hypoxia-Inducible Factor 1, alpha Subunit , Kinetics , PC12 Cells , Plasmids/metabolism , Proto-Oncogene Proteins c-akt , Rats , Signal Transduction , Transcription, Genetic , Tumor Cells, Cultured , Wortmannin
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