1
|
Szakállas N, Barták BK, Valcz G, Nagy ZB, Takács I, Molnár B. Can long-read sequencing tackle the barriers, which the next-generation could not? A review. Pathol Oncol Res 2024; 30:1611676. [PMID: 38818014 PMCID: PMC11137202 DOI: 10.3389/pore.2024.1611676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 04/30/2024] [Indexed: 06/01/2024]
Abstract
The large-scale heterogeneity of genetic diseases necessitated the deeper examination of nucleotide sequence alterations enhancing the discovery of new targeted drug attack points. The appearance of new sequencing techniques was essential to get more interpretable genomic data. In contrast to the previous short-reads, longer lengths can provide a better insight into the potential health threatening genetic abnormalities. Long-reads offer more accurate variant identification and genome assembly methods, indicating advances in nucleotide deflect-related studies. In this review, we introduce the historical background of sequencing technologies and show their benefits and limits, as well. Furthermore, we highlight the differences between short- and long-read approaches, including their unique advances and difficulties in methodologies and evaluation. Additionally, we provide a detailed description of the corresponding bioinformatics and the current applications.
Collapse
Affiliation(s)
- Nikolett Szakállas
- Department of Biological Physics, Faculty of Science, Eötvös Loránd University, Budapest, Hungary
| | - Barbara K. Barták
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, Budapest, Hungary
| | - Gábor Valcz
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, Budapest, Hungary
- HUN-REN-SU Translational Extracellular Vesicle Research Group, Budapest, Hungary
| | - Zsófia B. Nagy
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, Budapest, Hungary
| | - István Takács
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, Budapest, Hungary
| | - Béla Molnár
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, Budapest, Hungary
| |
Collapse
|
2
|
Naha A, Ramaiah S. Novel Antimicrobial Peptide SAAP Mutant as a Better Adjuvant to Sulbactam-Based Treatments Against Clinical Strains of XDR Acinetobacter baumannii. Probiotics Antimicrob Proteins 2024; 16:459-473. [PMID: 36971982 DOI: 10.1007/s12602-023-10067-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/20/2023] [Indexed: 03/29/2023]
Abstract
The production of extended spectrum β-lactamases (ESBLs) in extensively drug-resistant (XDR) strains of Acinetobacter baumannii has created havoc amongst clinicians making the treatment procedure challenging. Carbapenem-resistant strains have displayed total ineffectiveness towards newer combinations of β-lactam-β-lactamase inhibitors (βL-βLI) in tertiary healthcare settings. Therefore, the present study was aimed to design potential β-lactamase antimicrobial peptide (AMP) inhibitors against ESBLs produced by the strains. We have constructed an AMP mutant library with higher antimicrobial efficacy (range: ~ 15 to 27%) than their parent peptides. The mutants were thoroughly screened based on different physicochemical and immunogenic properties revealing three peptides, namely SAAP-148, HFIAP-1, myticalin-C6 and their mutants with safe pharmacokinetics profile. Molecular docking highlighted SAAP-148_M15 displaying maximum inhibitory potential with lowest binding energies against NDM1 (- 1148.7 kcal/mol), followed by OXA23 (- 1032.5 kcal/mol) and OXA58 (- 925.3 kcal/mol). The intermolecular interaction profiles displayed SAAP-148_M15 exhibiting hydrogen bonds and van der Waals hydrophobic interactions with the crucial residues of metallo β-lactamase [IPR001279] and penicillin-binding transpeptidase [IPR001460] domains. Coarse-grained clustering and molecular dynamics simulations (MDS) further validated the stable backbone profile and minimal residue-level fluctuations of the protein-peptide complex that were maintained throughout the simulation timeframe. The present study hypothesised that the combination of sulbactam (βL) with SAAP-148_M15 (βLI) holds immense potential in inhibiting the ESBLs alongside restoration of sulbactam activity. The current in silico findings upon further experimental validations can pave path towards designing of successful therapeutic strategy against XDR strains of A. baumannii.
Collapse
Affiliation(s)
- Aniket Naha
- Medical and Biological Computing Laboratory, School of Bio-Sciences and Technology, Vellore Institute of Technology (VIT), Tamil Nadu, Vellore, 632014, India
- Department of Bio-Medical Sciences, School of Bio-Sciences and Technology, Vellore Institute of Technology (VIT), Tamil Nadu, Vellore, 632014, India
| | - Sudha Ramaiah
- Medical and Biological Computing Laboratory, School of Bio-Sciences and Technology, Vellore Institute of Technology (VIT), Tamil Nadu, Vellore, 632014, India.
- Department of Bio-Sciences, School of Bio-Sciences and Technology, Vellore Institute of Technology (VIT), Tamil Nadu, Vellore, 632014, India.
| |
Collapse
|
3
|
Vijayakumar S, Swetha RG, Bakthavatchalam YD, Vasudevan K, Abirami Shankar B, Kirubananthan A, Walia K, Ramaiah S, Biswas I, Veeraraghavan B, Anbarasu A. Genomic investigation unveils colistin resistance mechanism in carbapenem-resistant Acinetobacter baumannii clinical isolates. Microbiol Spectr 2024; 12:e0251123. [PMID: 38214512 PMCID: PMC10846133 DOI: 10.1128/spectrum.02511-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 11/29/2023] [Indexed: 01/13/2024] Open
Abstract
Colistin resistance in Acinetobacter baumannii is mediated by multiple mechanisms. Recently, mutations within pmrABC two-component system and overexpression of eptA gene due to upstream insertion of ISAba1 have been shown to play a major role. Thus, the aim of our study is to characterize colistin resistance mechanisms among the clinical isolates of A. baumannii in India. A total of 207 clinical isolates of A. baumannii collected from 2016 to 2019 were included in this study. Mutations within lipid A biosynthesis and pmrABC genes were characterized by whole-genome shotgun sequencing. Twenty-eight complete genomes were further characterized by hybrid assembly approach to study insertional inactivation of lpx genes and the association of ISAba1-eptA. Several single point mutations (SNPs), like M12I in pmrA, A138T and A444V in pmrB, and E117K in lpxD, were identified. We are the first to report two novel SNPs (T7I and V383I) in the pmrC gene. Among the five colistin-resistant A. baumannii isolates where complete genome was available, the analysis showed that three of the five isolates had ISAba1 insertion upstream of eptA. No mcr genes were identified among the isolates. We mapped the SNPs on the respective protein structures to understand the effect on the protein activity. We found that majority of the SNPs had little effect on the putative protein function; however, some SNPs might destabilize the local structure. Our study highlights the diversity of colistin resistance mechanisms occurring in A. baumannii, and ISAba1-driven eptA overexpression is responsible for colistin resistance among the Indian isolates.IMPORTANCEAcinetobacter baumannii is a Gram-negative, emerging and opportunistic bacterial pathogen that is often associated with a wide range of nosocomial infections. The treatment of these infections is hindered by increase in the occurrence of A. baumannii strains that are resistant to most of the existing antibiotics. The current drug of choice to treat the infection caused by A. baumannii is colistin, but unfortunately, the bacteria started to show resistance to the last-resort antibiotic. The loss of lipopolysaccharides and mutations in lipid A biosynthesis genes are the main reasons for the colistin resistance. The present study characterized 207 A. baumannii clinical isolates and constructed complete genomes of 28 isolates to recognize the mechanisms of colistin resistance. We showed the mutations in the colistin-resistant variants within genes essential for lipid A biosynthesis and that cause these isolates to lose the ability to produce lipopolysaccharides.
Collapse
Affiliation(s)
- Saranya Vijayakumar
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Rayapadi G. Swetha
- Medical and Biological Computing Laboratory, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India
| | | | - Karthick Vasudevan
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
- Department of Biotechnology, School of Applied Sciences, REVA University, Bangalore, India
| | - Baby Abirami Shankar
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| | | | - Kamini Walia
- Division of Epidemiology and Communicable Diseases, Indian Council for Medical Research, New Delhi, India
| | - Sudha Ramaiah
- Medical and Biological Computing Laboratory, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India
| | - Indranil Biswas
- Department of Microbiology, Molecular Genetics and Immunology, University of Kansas Medical Center, Kansas, USA
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Anand Anbarasu
- Medical and Biological Computing Laboratory, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India
| |
Collapse
|
4
|
Prakash JAJ, Jacob JJ, Rachel T, Vasudevan K, Amladi A, Iyadurai R, Manesh A, Veeraraghavan B. Genomic analysis of Brucella melitensis reveals new insights into phylogeny and evolutionary divergence. Indian J Med Microbiol 2023; 44:100360. [PMID: 37356834 DOI: 10.1016/j.ijmmb.2023.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 01/17/2023] [Accepted: 02/08/2023] [Indexed: 06/27/2023]
Abstract
PURPOSE Brucellosis is a bacterial zoonotic disease caused by genus Brucella. The disease is often transmitted to humans by direct or indirect contact with infected livestock or from laboratory exposure. In this study two clinical isolates of Brucella melitensis were subjected to whole genome sequencing (WGS) using Ion Torrent PGM and Oxford Nanopore MinIon platform. METHODS The two hybrid complete genomes were subjected to core gene SNP analysis to identify the relative evolutionary position. To distinguish between the various lineages of B. melitensis, Pangenome analysis was carried out. RESULTS Phylogenetic analysis revealed that both the study isolates (ST8) clustered along the other Asian isolates that formed genotype II. Genome wide analyses of 326 B melitensis isolates suggests 2171 gene clusters were shared across all the genomes while 3552 gene clusters were considered as accessory genes. CONCLUSION Here we attempted to provide the gain and loss of six unique genes that defined the phylogenetic lineages and complex evolutionary process. As the severity and prevalence of human brucellosis is increasing a better understanding of Brucella genomics and transmission dynamics is needed.
Collapse
Affiliation(s)
- John Antony Jude Prakash
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, Tamil Nadu, India.
| | - Jobin John Jacob
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, Tamil Nadu, India.
| | - Tanya Rachel
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, Tamil Nadu, India.
| | - Karthick Vasudevan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, Tamil Nadu, India.
| | - Anushree Amladi
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, Tamil Nadu, India.
| | - Ramya Iyadurai
- Department of General Medicine Unit V, Christian Medical College and Hospital, Vellore 632004, Tamil Nadu, India.
| | - Abi Manesh
- Department of Infectious Diseases, Christian Medical College, Vellore 632004, Tamil Nadu, India.
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, Tamil Nadu, India.
| |
Collapse
|
5
|
Sereika M, Petriglieri F, Jensen TBN, Sannikov A, Hoppe M, Nielsen PH, Marshall IPG, Schramm A, Albertsen M. Closed genomes uncover a saltwater species of Candidatus Electronema and shed new light on the boundary between marine and freshwater cable bacteria. THE ISME JOURNAL 2023; 17:561-569. [PMID: 36697964 PMCID: PMC10030654 DOI: 10.1038/s41396-023-01372-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 01/11/2023] [Accepted: 01/13/2023] [Indexed: 01/26/2023]
Abstract
Cable bacteria of the Desulfobulbaceae family are centimeter-long filamentous bacteria, which are capable of conducting long-distance electron transfer. Currently, all cable bacteria are classified into two candidate genera: Candidatus Electronema, typically found in freshwater environments, and Candidatus Electrothrix, typically found in saltwater environments. This taxonomic framework is based on both 16S rRNA gene sequences and metagenome-assembled genome (MAG) phylogenies. However, most of the currently available MAGs are highly fragmented, incomplete, and thus likely miss key genes essential for deciphering the physiology of cable bacteria. Also, a closed, circular genome of cable bacteria has not been published yet. To address this, we performed Nanopore long-read and Illumina short-read shotgun sequencing of selected environmental samples and a single-strain enrichment of Ca. Electronema aureum. We recovered multiple cable bacteria MAGs, including two circular and one single-contig. Phylogenomic analysis, also confirmed by 16S rRNA gene-based phylogeny, classified one circular MAG and the single-contig MAG as novel species of cable bacteria, which we propose to name Ca. Electronema halotolerans and Ca. Electrothrix laxa, respectively. The Ca. Electronema halotolerans, despite belonging to the previously recognized freshwater genus of cable bacteria, was retrieved from brackish-water sediment. Metabolic predictions showed several adaptations to a high salinity environment, similar to the "saltwater" Ca. Electrothrix species, indicating how Ca. Electronema halotolerans may be the evolutionary link between marine and freshwater cable bacteria lineages.
Collapse
Affiliation(s)
- Mantas Sereika
- Center for Microbial Communities, Aalborg University, Aalborg, Denmark
| | | | | | - Artur Sannikov
- Center for Electromicrobiology, Aarhus University, Aarhus, Denmark
| | - Morten Hoppe
- Center for Electromicrobiology, Aarhus University, Aarhus, Denmark
| | | | - Ian P G Marshall
- Center for Electromicrobiology, Aarhus University, Aarhus, Denmark
| | - Andreas Schramm
- Center for Electromicrobiology, Aarhus University, Aarhus, Denmark
| | - Mads Albertsen
- Center for Microbial Communities, Aalborg University, Aalborg, Denmark.
| |
Collapse
|
6
|
Bakthavatchalam YD, Basu S, Shankar A, Ramaiah S, Anbarasu A, Veeraraghavan B. Genomics and structural insight into the masking of gentamicin-resistance in clinical Burkholderia pseudomallei strain VB29710 from India. Diagn Microbiol Infect Dis 2023; 105:115878. [PMID: 36529021 DOI: 10.1016/j.diagmicrobio.2022.115878] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 11/30/2022] [Accepted: 12/02/2022] [Indexed: 12/12/2022]
Abstract
The present study reported a rare gentamicin-susceptible β-lactamase (PenA, OXA-57) expressing clinical Burkholderia pseudomallei isolate VB29710 from India. Whole-genome sequencing and structural analyses revealed the insertion of R962 and L963 into AmrB, the transmembrane-protein of the AmrAB-OprA efflux-pump that affected aminoglycoside-efflux through local alterations in backbone conformation.
Collapse
Affiliation(s)
| | - Soumya Basu
- Medical & Biological Computing Laboratory, School of Biosciences & Technology, Vellore Institute of Technology, Vellore, India
| | - Abirami Shankar
- Department of Clinical Microbiology, Christian Medical College, Vellore, India
| | - Sudha Ramaiah
- Medical & Biological Computing Laboratory, School of Biosciences & Technology, Vellore Institute of Technology, Vellore, India
| | - Anand Anbarasu
- Medical & Biological Computing Laboratory, School of Biosciences & Technology, Vellore Institute of Technology, Vellore, India.
| | | |
Collapse
|
7
|
Shankar C, Vasudevan K, Jacob JJ, Baker S, Isaac BJ, Neeravi AR, Sethuvel DPM, George B, Veeraraghavan B. Hybrid Plasmids Encoding Antimicrobial Resistance and Virulence Traits Among Hypervirulent Klebsiella pneumoniae ST2096 in India. Front Cell Infect Microbiol 2022; 12:875116. [PMID: 35573787 PMCID: PMC9094440 DOI: 10.3389/fcimb.2022.875116] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 03/21/2022] [Indexed: 12/05/2022] Open
Abstract
Background Hypervirulent variants of Klebsiella pneumoniae (HvKp) were typically associated with a broadly antimicrobial susceptible clone of sequence type (ST) 23 at the time of its emergence. Concerningly, HvKp is now also emerging within multidrug-resistant (MDR) clones, including ST11, ST15, and ST147. MDR-HvKp either carry both the virulence and resistance plasmids or carry a large hybrid plasmid coding for both virulence and resistance determinants. Here, we aimed to genetically characterize a collection of MDR-HvKp ST2096 isolates haboring hybrid plasmids carrying both antimicrobial resistance (AMR) and virulence genes. Methods Nine K. pneumoniae ST2096 isolated over 1 year from the blood sample of hospitalized patients in southern India that were MDR and suspected to be HvKp were selected. All nine isolates were subjected to short-read whole-genome sequencing; a subset (n = 4) was additionally subjected to long-read sequencing to obtain complete genomes for characterization. Mucoviscosity assay was also performed for phenotypic assessment. Results Among the nine isolates, seven were carbapenem-resistant, two of which carried blaNDM-5 on an IncFII plasmid and five carried blaOXA-232 on a ColKP3 plasmid. The organisms were confirmed as HvKp, with characteristic virulence genes (rmpA2, iutA, and iucABCD) carried on a large (~320 kbp) IncFIB–IncHI1B co-integrate. This hybrid plasmid also carried the aadA2, armA, blaOXA-1, msrE, mphE, sul1, and dfrA14 AMR genes in addition to the heavy-metal resistance genes. The hybrid plasmid showed about 60% similarity to the IncHI1B virulence plasmid of K. pneumoniae SGH10 and ~70% sequence identity with the first identified IncHI1B pNDM-MAR plasmid. Notably, the hybrid plasmid carried its type IV-A3 CRISPR-Cas system which harbored spacer regions against traL of IncF plasmids, thereby preventing their acquisition. Conclusion The convergence of virulence and AMR is clinically concerning in K. pneumoniae. Our data highlight the role of hybrid plasmids carrying both AMR and virulence genes in K. pneumoniae ST2096, suggesting that MDR-HvKp is not confined to selected clones; we highlight the continued emergence of such genotypes across the species. The convergence is occurring globally amidst several clones and is of great concern to public health.
Collapse
Affiliation(s)
- Chaitra Shankar
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| | - Karthick Vasudevan
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| | - Jobin John Jacob
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| | - Stephen Baker
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Barney J. Isaac
- Department of Pulmonary Medicine, Christian Medical College and Hospital, Vellore, India
| | - Ayyan Raj Neeravi
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| | | | - Biju George
- Department of Haematology, Christian Medical College and Hospital, Vellore, India
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
- *Correspondence: Balaji Veeraraghavan,
| |
Collapse
|
8
|
SARS-CoV-2 Testing in the Community: Testing Positive Samples with the TaqMan SARS-CoV-2 Mutation Panel To Find Variants in Real Time. J Clin Microbiol 2022. [PMID: 35369709 PMCID: PMC9020355 DOI: 10.1128/jcm.02408-21] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Genome sequencing is a powerful tool for identifying SARS-CoV-2 variant lineages; however, there can be limitations due to sequence dropout when used to identify specific key mutations. Recently, ThermoFisher Scientific has developed genotyping assays to help bridge the gap between testing capacity and sequencing capability to generate real-time genotyping results based on specific variants. Over a 6-week period during the months of April and May 2021, we set out to assess the ThermoFisher TaqMan mutation panel genotyping assay, initially for three mutations of concern and then for an additional two mutations of concern, against SARS-CoV-2-positive clinical samples and the corresponding COVID-19 Genomics UK Consortium (COG-UK) sequencing data. We demonstrate that genotyping is a powerful in-depth technique for identifying specific mutations, is an excellent complement to genome sequencing, and has real clinical health value potential, allowing laboratories to report and take action on variants of concern much more quickly.
Collapse
|
9
|
Bakthavatchalam YD, Puraswani M, Livingston A, Priya M, Venkatesan D, Sharma D, Iyadurai R, Pichamuthu K, Veeraraghavan B, Mathur P. Novel linear plasmids carrying vanA cluster drives the spread of vancomycin resistance in Enterococcus faecium in India. J Glob Antimicrob Resist 2022; 29:168-172. [PMID: 35339734 DOI: 10.1016/j.jgar.2022.03.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 03/05/2022] [Accepted: 03/13/2022] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVES The genetic basis for the spread of vancomycin resistance in E. faecium is largely unexplored in India. The present study aimed to investigate the plasmid diversity and variation of Tn1546 associated with vanA harbouring VREfm isolates. METHODS A total of 122 VREfm isolates collected from blood cultures were included in this study. MLST analysis was performed on all isolates and they were also screened for the presence of vanA and vanB genes. Whole genome sequencing was performed for a subset of fifteen VREfm isolates belonging to ST1643. RESULTS All of the 122 VREfm isolates carried the vanA gene. Twenty four different sequence types were seen, of these ST1643, ST80 and ST17 were predominant. Whole genome sequencing was performed on fifteen VREfm isolates belonging to ST1643. For eight isolates the vanA gene was found on pRUM like circular plasmids, and for the remaining seven isolates, the vanA gene was found in linear plasmids. Novel Tn1546 variants carrying vanA were found on both circular and linear plasmids. Interestingly, co-presence of vanA and optrA were seen in the backbone of three linear plasmids. CONCLUSION Multiple vanA carrying plasmids and Tn1546 like elements were involved in the dissemination of vancomycin resistance in VREfm. The co-occurrence of Tn1546 carrying vanA and Tn554 family transposon carrying optrA on the backbone of plasmids is worrisome. The dissemination of such plasmids may pose treatment and infection control challenges.
Collapse
Affiliation(s)
- Yamuna Devi Bakthavatchalam
- Department of Clinical Microbiology, Christian Medical College, Vellore, India; Intensive Care, Medical ICU, Christian Medical College, Vellore, India
| | - Mamta Puraswani
- Department of Microbiology, Jai Prakash Narayan Apex Trauma Centre, All India Institute of Medical Sciences, New Delhi, India; Intensive Care, Medical ICU, Christian Medical College, Vellore, India
| | - Abel Livingston
- Department of Orthopaedics, Christian Medical College, Vellore, India; Intensive Care, Medical ICU, Christian Medical College, Vellore, India
| | - Monisha Priya
- Department of Clinical Microbiology, Christian Medical College, Vellore, India; Intensive Care, Medical ICU, Christian Medical College, Vellore, India
| | - Dhanalakshmi Venkatesan
- Department of Clinical Microbiology, Christian Medical College, Vellore, India; Intensive Care, Medical ICU, Christian Medical College, Vellore, India
| | - Divya Sharma
- Department of Microbiology, Jai Prakash Narayan Apex Trauma Centre, All India Institute of Medical Sciences, New Delhi, India; Intensive Care, Medical ICU, Christian Medical College, Vellore, India
| | - Ramya Iyadurai
- Department of Orthopaedics, Christian Medical College, Vellore, India; Intensive Care, Medical ICU, Christian Medical College, Vellore, India
| | - Kishore Pichamuthu
- Department of Medicine, Christian Medical College, Vellore, India; Intensive Care, Medical ICU, Christian Medical College, Vellore, India
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College, Vellore, India; Intensive Care, Medical ICU, Christian Medical College, Vellore, India.
| | - Purva Mathur
- Department of Microbiology, Jai Prakash Narayan Apex Trauma Centre, All India Institute of Medical Sciences, New Delhi, India; Intensive Care, Medical ICU, Christian Medical College, Vellore, India.
| |
Collapse
|
10
|
Khezri A, Avershina E, Ahmad R. Hybrid Assembly Provides Improved Resolution of Plasmids, Antimicrobial Resistance Genes, and Virulence Factors in Escherichia coli and Klebsiella pneumoniae Clinical Isolates. Microorganisms 2021; 9:microorganisms9122560. [PMID: 34946161 PMCID: PMC8704702 DOI: 10.3390/microorganisms9122560] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 12/03/2021] [Accepted: 12/06/2021] [Indexed: 12/28/2022] Open
Abstract
Emerging new sequencing technologies have provided researchers with a unique opportunity to study factors related to microbial pathogenicity, such as antimicrobial resistance (AMR) genes and virulence factors. However, the use of whole-genome sequence (WGS) data requires good knowledge of the bioinformatics involved, as well as the necessary techniques. In this study, a total of nine Escherichia coli and Klebsiella pneumoniae isolates from Norwegian clinical samples were sequenced using both MinION and Illumina platforms. Three out of nine samples were sequenced directly from blood culture, and one sample was sequenced from a mixed-blood culture. For genome assembly, several long-read, (Canu, Flye, Unicycler, and Miniasm), short-read (ABySS, Unicycler and SPAdes) and hybrid assemblers (Unicycler, hybridSPAdes, and MaSurCa) were tested. Assembled genomes from the best-performing assemblers (according to quality checks using QUAST and BUSCO) were subjected to downstream analyses. Flye and Unicycler assemblers performed best for the assembly of long and short reads, respectively. For hybrid assembly, Unicycler was the top-performing assembler and produced more circularized and complete genome assemblies. Hybrid assembled genomes performed substantially better in downstream analyses to predict putative plasmids, AMR genes and β-lactamase gene variants, compared to MinION and Illumina assemblies. Thus, hybrid assembly has the potential to reveal factors related to microbial pathogenicity in clinical and mixed samples.
Collapse
Affiliation(s)
- Abdolrahman Khezri
- Department of Biotechnology, Inland Norway University of Applied Sciences, 2318 Hamar, Norway; (A.K.); (E.A.)
| | - Ekaterina Avershina
- Department of Biotechnology, Inland Norway University of Applied Sciences, 2318 Hamar, Norway; (A.K.); (E.A.)
| | - Rafi Ahmad
- Department of Biotechnology, Inland Norway University of Applied Sciences, 2318 Hamar, Norway; (A.K.); (E.A.)
- Faculty of Health Sciences, Institute of Clinical Medicine, UiT-The Arctic University of Norway, Hansine Hansens veg 18, 9019 Tromsø, Norway
- Correspondence:
| |
Collapse
|
11
|
Shankar C, Basu S, Lal B, Shanmugam S, Vasudevan K, Mathur P, Ramaiah S, Anbarasu A, Veeraraghavan B. Aerobactin Seems To Be a Promising Marker Compared With Unstable RmpA2 for the Identification of Hypervirulent Carbapenem-Resistant Klebsiella pneumoniae: In Silico and In Vitro Evidence. Front Cell Infect Microbiol 2021; 11:709681. [PMID: 34589442 PMCID: PMC8473682 DOI: 10.3389/fcimb.2021.709681] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 08/04/2021] [Indexed: 12/22/2022] Open
Abstract
Background The incidence of hypervirulent (hv) carbapenem-resistant (CR) Klebsiella pneumoniae (Kp) is increasing globally among various clones and is also responsible for nosocomial infections. The CR-hvKp is formed by the uptake of a virulence plasmid by endemic high-risk clones or by the uptake of plasmids carrying antimicrobial resistance genes by the virulent clones. Here, we describe CR-hvKp from India belonging to high-risk clones that have acquired a virulence plasmid and are phenotypically unidentified due to lack of hypermucoviscosity. Methods Twenty-seven CRKp isolates were identified to possess rmpA2 by whole-genome sequencing; and resistance and virulence determinants were characterized. By in silico protein modeling (and validation), protein backbone stability analysis, and coarse dynamics study, the fitness of RmpA, RmpA2, and aerobactin-associated proteins-IucA and IutA, were determined to establish a reliable marker for clinical identification of CR-hvKp. Results The CR-hvKp belonged to multidrug-resistant (MDR) high-risk clones such as CG11, CG43, ST15, and ST231 and carried OXA-232 as the predominant carbapenemase followed by NDM. The virulence plasmid belonged to IncHI1B replicon type and carried frameshifted and truncated rmpA and rmpA2. This resulted in a lack of hypermucoviscous phenotype. However, functional aerobactin was expressed in all high-risk clones. In silico analysis portrayed that IucA and IutA were more stable than classical RmpA. Furthermore, IucA and IutA had lower conformational fluctuations in the functional domains than the non-functional RmpA2, which increases the fitness cost of the latter for its maintenance and expression among CR-hvKp. Hence, RmpA and RmpA2 are likely to be lost among CR-hvKp owing to the increased fitness cost while coding for essential antimicrobial resistance and virulence factors. Conclusion Increasing incidence of convergence of AMR and virulence is observed among K. pneumoniae globally, which warrants the need for reliable markers for identifying CR-hvKp. The presence of non-functional RmpA2 among high-risk clones highlights the significance of molecular identification of CR-hvKp. The negative string test due to non-functional RmpA2 among CR-hvKp isolates challenges phenotypic screening and faster identification of this pathotype. This can potentially be counteracted by projecting aerobactin as a stable, constitutively expressed, and functional marker for rapidly evolving CR-hvKp.
Collapse
Affiliation(s)
- Chaitra Shankar
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| | - Soumya Basu
- Medical & Biological Computing Laboratory, School of Biosciences & Technology, Vellore Institute of Technology, Vellore, India
| | - Binesh Lal
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| | - Sathiya Shanmugam
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| | - Karthick Vasudevan
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| | - Purva Mathur
- Department of Laboratory Medicine, Jai Prakash Narayan Apex, Trauma Centre, All India Institute of Medical Sciences, New Delhi, India
| | - Sudha Ramaiah
- Medical & Biological Computing Laboratory, School of Biosciences & Technology, Vellore Institute of Technology, Vellore, India
| | - Anand Anbarasu
- Medical & Biological Computing Laboratory, School of Biosciences & Technology, Vellore Institute of Technology, Vellore, India
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| |
Collapse
|
12
|
Naha A, Vijayakumar S, Lal B, Shankar BA, Chandran S, Ramaiah S, Veeraraghavan B, Anbarasu A. Genome sequencing and molecular characterisation of XDR Acinetobacter baumannii reveal complexities in resistance: Novel combination of sulbactam-durlobactam holds promise for therapeutic intervention. J Cell Biochem 2021; 122:1946-1957. [PMID: 34597421 DOI: 10.1002/jcb.30156] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 09/15/2021] [Accepted: 09/17/2021] [Indexed: 11/06/2022]
Abstract
Emerging nosocomial strains of Acinetobacter baumannii are of recent concern as they are expressing extensive drug resistance (XDR). Using whole-genome sequencing and molecular characterisation analysis, the current study reveals the presence of carbapenemase genes in 92.86% of studied Indian isolates. These included blaOXA-51 , blaOXA-23 , blaOXA-58 , and blaNDM genes, with over a third expressing dual carbapenemase genes. As per the MLST scheme, IC2Oxf /CC2Pas was the predominant clone, with 57.14% isolates belonging to this lineage. The presence of these carbapenemase genes resulted in sulbactam (SUL) resistance (MIC: 16-256 µg/ml) in all of the studied isolates. The efficacy of durlobactam (DUR), a novel β-lactamase inhibitor that also inhibits PBP2 was assessed through in silico intermolecular interaction analysis. Several nonsynonymous single nucleotide polymorphisms were identified in PBP2 (G264S, I108V, S259T) and PBP3 (A515V, T526S) sequences. Minimal variations were recorded in the protein backbone dynamics in active-site motifs of wild-type and mutants, which correlated with negligible binding energy fluctuations for the PBP3-SUL (-5.85 ± 0.04 kcal/mol) and PBP2-DUR (-5.16 ± 0.66 kcal/mol) complexes. Furthermore, higher binding affinities and low inhibition constants were noted in OXA23-DUR (-7.36 kcal/mol; 4.01 µM), OXA58-DUR (-6.44 kcal/mol; 19.07 µM), and NDM-DUR (-6.82 kcal/mol; 10.01 µM) complexes when compared with the conventional drugs avibactam and aztreonam. Stable interaction profiles of DUR with carbapenemases can possibly restore SUL activity against both PBP3WT and PBP3MTs . The study establishes the efficacy of the novel SUL-DUR combination as a successful treatment strategy in combating emerging XDR strains of A. baumannii.
Collapse
Affiliation(s)
- Aniket Naha
- Medical and Biological Computing Laboratory, School of Bio-Sciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| | - Saranya Vijayakumar
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, Tamil Nadu, India
| | - Binesh Lal
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, Tamil Nadu, India
| | - Baby A Shankar
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, Tamil Nadu, India
| | - Suriya Chandran
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, Tamil Nadu, India
| | - Sudha Ramaiah
- Medical and Biological Computing Laboratory, School of Bio-Sciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, Tamil Nadu, India
| | - Anand Anbarasu
- Medical and Biological Computing Laboratory, School of Bio-Sciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| |
Collapse
|
13
|
Zheng Y, Qiu X, Wang T, Zhang J. The Diagnostic Value of Metagenomic Next-Generation Sequencing in Lower Respiratory Tract Infection. Front Cell Infect Microbiol 2021; 11:694756. [PMID: 34568089 PMCID: PMC8458627 DOI: 10.3389/fcimb.2021.694756] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 08/24/2021] [Indexed: 01/04/2023] Open
Abstract
Lower respiratory tract infections are associated with high morbidity and mortality and significant clinical harm. Due to the limited ability of traditional pathogen detection methods, anti-infective therapy is mostly empirical. Therefore, it is difficult to adopt targeted drug therapy. In recent years, metagenomic next-generation sequencing (mNGS) technology has provided a promising means for pathogen-specific diagnosis and updated the diagnostic strategy for lower respiratory tract infections. This article reviews the diagnostic value of mNGS for lower respiratory tract infections, the impact of different sampling methods on the detection efficiency of mNGS, and current technical difficulties in the clinical application of mNGS.
Collapse
Affiliation(s)
- Yan Zheng
- Department of Respiratory and Critical Care, Beijing Tian Tan Hospital, Capital Medical University, Beijing, China
| | - Xiaojian Qiu
- Department of Respiratory and Critical Care, Beijing Tian Tan Hospital, Capital Medical University, Beijing, China
| | - Ting Wang
- Department of Respiratory and Critical Care, Beijing Tian Tan Hospital, Capital Medical University, Beijing, China
| | - Jie Zhang
- Department of Respiratory and Critical Care, Beijing Tian Tan Hospital, Capital Medical University, Beijing, China
| |
Collapse
|
14
|
Jacob JJ, Pragasam AK, Vasudevan K, Veeraraghavan B, Kang G, John J, Nagvekar V, Mutreja A. Salmonella Typhi acquires diverse plasmids from other Enterobacteriaceae to develop cephalosporin resistance. Genomics 2021; 113:2171-2176. [PMID: 33965548 PMCID: PMC8276774 DOI: 10.1016/j.ygeno.2021.05.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 01/22/2021] [Accepted: 05/04/2021] [Indexed: 11/25/2022]
Abstract
Background Recent reports have established the emergence and dissemination of extensively drug resistant (XDR) H58 Salmonella Typhi clone in Pakistan. In India where typhoid fever is endemic, only sporadic cases of ceftriaxone resistant S. Typhi are reported. This study aimed at elucidating the phylogenetic evolutionary framework of ceftriaxone resistant S. Typhi isolates from India to predict their potential dissemination. Methods Five ceftriaxone resistant S. Typhi isolates from three tertiary care hospitals in India were sequenced on an Ion Torrent Personal Genome Machine (PGM). A core genome single-nucleotide-polymorphism (SNP) based phylogeny of the isolates in comparison to the global collection of MDR and XDR S. Typhi isolates was built. Two of five isolates were additionally sequenced using Oxford Nanopore MinION to completely characterize the plasmid and understand its transmission dynamics within Enterobacteriaceae. Results Comparative genomic analysis and detailed plasmid characterization indicate that while in Pakistan (4.3.1 lineage I) the XDR trait is associated with blaCTX-M-15 gene on IncY plasmid, in India (4.3.1 lineage II), the ceftriaxone resistance is due to short term persistence of resistance plasmids such as IncX3 (blaSHV-12) or IncN (blaTEM-1B + blaDHA-1). Conclusion Considering the selection pressure exerted by the extensive use of ceftriaxone in India, there are potential risks for the occurrence of plasmid transmission events in the predominant H58 lineages. Therefore, continuous monitoring of S. Typhi lineages carrying plasmid-mediated cephalosporin resistant genes is vital not just for India but also globally. S. Typhi to develop cephalosporin resistance by acquiring diverse plasmids from other Enterobacteriaceae. Independent acquisition of drug-resistant plasmids such as IncX3 and IncN with genes encoding beta-lactamases in H58 lineage II of S. Typhi. A short-term persistence of drug-resistant plasmids in H58 lineage II can be the reason for the sporadic cases cephalosporin resistant S. Typhi in India. Plasmid acquisition and maintenance of cephalosporin resistant S. Typhi appears to be specific to the phylogenetic lineage. Critical strategies in monitoring and control of cephalosporin resistant S. Typhi is needed to tackle further public health crisis.
Collapse
Affiliation(s)
- Jobin John Jacob
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Agila Kumari Pragasam
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Karthick Vasudevan
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India.
| | - Gagandeep Kang
- Division of Gastrointestinal Sciences, Christian Medical College, Vellore, Tamil Nadu, India
| | - Jacob John
- Department of Community Health, Christian Medical College, Vellore, Tamil Nadu, India
| | - Vasant Nagvekar
- Department of Physician/Internal Medicine, Lilavati Hospital & Research Centre, Mumbai, India
| | - Ankur Mutreja
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| |
Collapse
|
15
|
Bakthavatchalam YD, Vasudevan K, Babu P, Neeravi AR, Narasiman V, Veeraraghavan B. Genomic insights of optrA-carrying linezolid-resistant Enterococcus faecium using hybrid assembly: first report from India. J Glob Antimicrob Resist 2021; 25:331-336. [PMID: 33957286 DOI: 10.1016/j.jgar.2021.04.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 03/25/2021] [Accepted: 04/08/2021] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVES Linezolid resistance in Enterococcus faecium is emerging worldwide. In this study, we aimed to characterise two linezolid-resistant E. faecium isolates using whole-genome sequencing. METHODS Antimicrobial susceptibility testing was performed by the broth microdilution method. A hybrid assembly approach of IonTorrent and MinION sequencing reads was used to generate the complete genome of linezolid-resistant E. faecium isolates VB3025 and VB3240. RESULTS VB3025 and VB3240 had minimum inhibitory concentration (MICs) for linezolid of 1024 μg/mL and 512 μg/mL, respectively. In addition, VB3025 was found to be resistant to both vancomycin and teicoplanin, while VB3240 was susceptible to these antibiotics. A hybrid assembly approach was used to generate the complete genome of VB3025 and VB3240 isolates harbouring the optrA gene. Notably, VB3025 carried two copies of optrA (chromosomal and plasmid), while in VB3240 optrA was identified on the chromosome. Interestingly, the plasmid pVB3025_2 co-carried the resistance gene clusters aph(3)-IIIa-sat4-ant(6)-Ia-ermB, the vanHAX operon and a copy of the optrA gene. Moreover, the optrA gene inserted into a Tn554 transposon carrying the ermA gene was identified in both VB3025 and VB3240 isolates. Furthermore, mutation analysis revealed the presence of a G2592T mutation in the 23S rRNA of both isolates. CONCLUSION This is the first study reporting optrA-positive linezolid-resistant E. faecium from India. A novel plasmid co-carrying vancomycin and linezolid resistance determinants highlights the threat for potential dissemination.
Collapse
Affiliation(s)
| | - Karthick Vasudevan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632 004, Tamil Nadu, India
| | - Priyanka Babu
- Department of Clinical Microbiology, Christian Medical College, Vellore 632 004, Tamil Nadu, India
| | - Ayyan Raj Neeravi
- Department of Clinical Microbiology, Christian Medical College, Vellore 632 004, Tamil Nadu, India
| | - Vignesh Narasiman
- Department of Clinical Microbiology, Christian Medical College, Vellore 632 004, Tamil Nadu, India
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632 004, Tamil Nadu, India.
| |
Collapse
|
16
|
Complete Genome Analysis of Campylobacter jejuni subsp. jejuni Isolated from Bloodstream Infection. Microbiol Resour Announc 2021; 10:10/11/e00065-21. [PMID: 33737354 PMCID: PMC7975872 DOI: 10.1128/mra.00065-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We report here the complete genome analysis of a clinical Campylobacter jejuni strain sequenced by a hybrid assembly approach. A hybrid assembly approach provided a complete genome sequence of C. jejuni that contains a 1,681,375-bp chromosome and 47,467-bp plasmid carrying various virulence and antimicrobial resistance determinants.
Collapse
|
17
|
Shankar C, Jacob JJ, Sugumar SG, Natarajan L, Rodrigues C, Mathur P, Mukherjee DN, Sharma A, Chitnis DS, Bharagava A, Manesh A, Gunasekaran K, Veeraraghavan B. Distinctive Mobile Genetic Elements Observed in the Clonal Expansion of Carbapenem-Resistant Klebsiella pneumoniae in India. Microb Drug Resist 2021; 27:1096-1104. [PMID: 33720791 DOI: 10.1089/mdr.2020.0316] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Background: Klebsiella pneumoniae (Kp), a common multidrug-resistant pathogen, causes a wide spectrum of nosocomial infections with high rates of morbidity and mortality. The emergence of pan drug-resistant international high-risk clones such as ST258, ST14, ST15, ST147, and ST101 is a global concern. This study was performed to investigate the carbapenemases, the plasmid profile, and the clonal relationship among Indian K. pneumoniae. Materials and Methods: A total of 290 K. pneumoniae isolates from seven centers in India were characterized to determine sequence types (STs) and carbapenemases. A subset of isolates was subjected to whole genome sequencing and hybrid genome assembly to obtain the complete genome. Plasmids carrying carbapenemases were characterized to determine the dissemination of carbapenem-resistant (CR) K. pneumoniae. Results: From this study, 75 different STs were observed with ST231 being predominant. About 79% of the analyzed isolates were CR with 59% (n = 136) producing OXA48-like carbapenemases. While ST231 was the predominant clone among the OXA48-like producers; NDM producers and NDM+OXA48-like producers were mostly associated with ST14. Interestingly, 61% (n = 138) of the total CR K. pneumoniae were colistin resistant, belonging to 22 different STs. Plasmid profiling shows that blaOXA48-like was exclusively carried by ColKP3, whereas blaNDM was associated with IncFII-like plasmids. Conclusion: The highly mosaic genome of K. pneumoniae coupled with the diverse ecological niches in India makes it a hotspot for antimicrobial resistance, leading to increased morbidity and mortality. Extensive molecular surveillance of the clonal spread of K. pneumoniae could help in understanding AMR dynamics and thus rework therapeutic management.
Collapse
Affiliation(s)
- Chaitra Shankar
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Jobin John Jacob
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Suganya Gopal Sugumar
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Lavanya Natarajan
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Camilla Rodrigues
- Department of Laboratory Medicine, All India Institute of Medical Sciences Trauma Centre, New Delhi, India
| | - Purva Mathur
- Microbiology Section, Department of Laboratory Medicine, P.D. Hinduja Hospital and Research Centre, Mumbai, India
| | - Dip Narayan Mukherjee
- Department of Microbiology, Woodlands Multispeciality Hospital, Kolkata, West Bengal, India
| | - Anita Sharma
- Department of Laboratory Medicine, Fortis Hospital, Mohali, Chandigarh, India
| | - D S Chitnis
- Department of Microbiology and Immunology, Choithram Hospital, Indore, Madhya Pradesh, India
| | - Anudita Bharagava
- Department of Microbiology, All India Institute of Medical Sciences, Raipur, India
| | - Abi Manesh
- Department of Infectious Diseases, Christian Medical College, Vellore, Tamil Nadu, India
| | - Karthik Gunasekaran
- Department of Medicine, Christian Medical College, Vellore, Tamil Nadu, India
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| |
Collapse
|
18
|
Chen Z, Erickson DL, Meng J. Polishing the Oxford Nanopore long-read assemblies of bacterial pathogens with Illumina short reads to improve genomic analyses. Genomics 2021; 113:1366-1377. [PMID: 33716184 DOI: 10.1016/j.ygeno.2021.03.018] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 01/18/2021] [Accepted: 03/08/2021] [Indexed: 11/18/2022]
Abstract
Oxford Nanopore sequencing has been widely used to achieve complete genomes of bacterial pathogens. However, the error rates of Oxford Nanopore long reads are high. Various polishing algorithms using Illumina short reads to correct the errors in Oxford Nanopore long-read assemblies have been developed. The impact of polishing the Oxford Nanopore long-read assemblies of bacterial pathogens with Illumina short reads on improving genomic analyses was evaluated using both simulated and real reads. Ten species (10 strains) were selected for simulated reads, while real reads were tested on 11 species (11 strains). Oxford Nanopore long reads were assembled with Unicycler to produce a draft assembly, followed by three rounds of polishing with Illumina short reads using two polishing tools, Pilon and NextPolish. One round of NextPolish polishing generated genome completeness and accuracy parameters similar to the reference genomes, whereas two or three rounds of Pilon polishing were needed, though contiguity remained unchanged after polishing. The polished assemblies of Escherichia coli O157:H7, Salmonella Typhimurium, and Cronobacter sakazakii with simulated reads did not provide accurate plasmid identifications. One round of NextPolish polishing was needed for accurately identifying plasmids in Staphylococcus aureus and E. coli O26:H11 with real reads, whereas one and two rounds of Pilon polishing were necessary for these two strains, respectively. Polishing failed to provide an accurate antimicrobial resistance (AMR) genotype for S. aureus with real reads. One round of polishing recovered an accurate AMR genotype for Klebsiella pneumoniae with real reads. The reference genome and draft assembly of Citrobacter braakii with real reads differed, which carried blaCMY-83 and fosA6, respectively, while both genes were present after one round of polishing. However, polishing did not improve the assembly of E. coli O26:H11 with real reads to achieve numbers of virulence genes similar to the reference genome. The draft and polished assemblies showed a phylogenetic tree topology comparable with the reference genomes. For multilocus sequence typing and pan-genome analyses, one round of NextPolish polishing was sufficient to obtain accurate results, while two or three rounds of Pilon polishing were needed. Overall, NextPolish outperformed Pilon for polishing the Oxford Nanopore long-read assemblies of bacterial pathogens, though both polishing strategies improved genomic analyses compared to the draft assemblies.
Collapse
Affiliation(s)
- Zhao Chen
- Joint Institute for Food Safety and Applied Nutrition, Center for Food Safety and Security Systems, University of Maryland, College Park, MD 20742, USA
| | - David L Erickson
- Joint Institute for Food Safety and Applied Nutrition, Center for Food Safety and Security Systems, University of Maryland, College Park, MD 20742, USA
| | - Jianghong Meng
- Joint Institute for Food Safety and Applied Nutrition, Center for Food Safety and Security Systems, University of Maryland, College Park, MD 20742, USA; Department of Nutrition and Food Science, University of Maryland, College Park, MD 20742, USA.
| |
Collapse
|
19
|
Sheka D, Alabi N, Gordon PMK. Oxford nanopore sequencing in clinical microbiology and infection diagnostics. Brief Bioinform 2021; 22:6109725. [PMID: 33483726 DOI: 10.1093/bib/bbaa403] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 10/26/2020] [Accepted: 12/09/2020] [Indexed: 12/16/2022] Open
Abstract
Extended turnaround times and large economic costs hinder the usage of currently applied screening methods for bacterial pathogen identification (ID) and antimicrobial susceptibility testing. This review provides an overview of current detection methods and their usage in a clinical setting. Issues of timeliness and cost could soon be circumvented, however, with the emergence of detection methods involving single molecule sequencing technology. In the context of bringing diagnostics closer to the point of care, we examine the current state of Oxford Nanopore Technologies (ONT) products and their interaction with third-party software/databases to assess their capabilities for ID and antimicrobial resistance (AMR) prediction. We outline and discuss a potential diagnostic workflow, enumerating (1) rapid sample prep kits, (2) ONT hardware/software and (3) third-party software and databases to improve the cost, accuracy and turnaround times for ID and AMR. Multiple studies across a range of infection types support that the speed and accuracy of ONT sequencing is now such that established ID and AMR prediction tools can be used on its outputs, and so it can be harnessed for near real time, close to the point-of-care diagnostics in common clinical circumstances.
Collapse
Affiliation(s)
- Dropen Sheka
- Department of Biochemistry & Molecular Biology, Faculty of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Nikolay Alabi
- Department of Biochemistry & Molecular Biology, Faculty of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Paul M K Gordon
- Cumming School of Medicine Centre for Health Genomics and Informatics, University of Calgary
| |
Collapse
|
20
|
Muthuirulandi Sethuvel DP, Anandan S, Murugan D, Asokan K, Vasudevan K, Jacob JJ, Walia K, Michael JS, Veeraraghavan B. Hybrid genome assembly of Shigella sonnei reveals the novel finding of chromosomal integration of an IncFII plasmid carrying a mphA gene. Access Microbiol 2020; 3:000189. [PMID: 34151144 PMCID: PMC8209639 DOI: 10.1099/acmi.0.000189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 11/19/2020] [Indexed: 11/18/2022] Open
Abstract
Azithromycin is increasingly being used for the treatment of shigellosis despite a lack of interpretative guidelines and with limited clinical evidence. The present study determined azithromycin susceptibility and correlated this with macrolide-resistance genes in Shigella spp. isolated from stool specimens in Vellore, India. The susceptibility of 332 Shigella isolates to azithromycin was determined using the disc diffusion method. Of these, 31 isolates were found to be azithromycin resistant. The azithromycin minimum inhibitory concentration (MIC) was determined using the broth microdilution method. In addition, isolates were screened for mphA and ermB genes using conventional PCR. Furthermore, an isolate that was positive for resistance genes was subjected to complete genome analysis, and was analysed for mobile genetic elements. The azithromycin MIC for the 31 resistant Shigella isolates ranged between 2 and 16 mg l-1. PCR results showed that a single isolate of Shigella sonnei carried a mphA gene. Complete genome analysis revealed integration of an IncFII plasmid into the chromosome of S. sonnei , which was also found to carry the following resistance genes: sul1, bla DHA1, qnrB4, mphA, tetR. Mutations in the quinolone-resistance-determining region (QRDR) were also observed. Additionally, prophages, insertion sequences and integrons were identified. The novel finding of IncFII plasmid integration into the chromosome of S. sonnei highlights the potential risk of Shigella spp. becoming resistance to azithromycin in the future. These suggests that it is imperative to monitor Shigella susceptibility and to study the resistance mechanism of Shigella to azithromycin considering the limited treatment choices for shigellosis.
Collapse
Affiliation(s)
| | - Shalini Anandan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, India
| | - Dhivya Murugan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, India
| | - Kalaiarasi Asokan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, India
| | - Karthick Vasudevan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, India
| | - Jobin John Jacob
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, India
| | - Kamini Walia
- Division of Epidemiology and Communicable Diseases, Indian Council of Medical Research, New Delhi 110029, India
| | - Joy Sarojini Michael
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, India
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, India
| |
Collapse
|
21
|
Culot A, Grosset N, Bruey Q, Auzou M, Giard JC, Favard B, Wakatsuki A, Baron S, Frouel S, Techer C, Gautier M. Isolation of Harveyi clade Vibrio spp. collected in aquaculture farms: How can the identification issue be addressed? J Microbiol Methods 2020; 180:106106. [PMID: 33248180 DOI: 10.1016/j.mimet.2020.106106] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 11/14/2020] [Accepted: 11/14/2020] [Indexed: 10/22/2022]
Abstract
Aquaculture is a fast growing industry with its development hampered by bacterial diseases. Vibriosis caused by Harveyi clade strains is known for causing heavy loss especially in shrimp aquaculture farms. For farm treatment and pathogen spread management, veterinarians and researchers need reliable bacterial identification tools. A range of identification methods have been presented for Vibrio spp. in recent literature but little feedback on their performance have been made available to this day. This study aims at comparing Vibrio spp. identification methods and providing guidance on their use. Fifty farms were sampled and bacterial colonies were isolated using specific culture media before microscopic analysis and genomic profiling using ERIC-PCR. A preliminary identification step was carried out using MALDI-ToF mass spectrometry. Four methods were compared for strain identification on 14 newly isolated Harveyi clade Vibrio spp. strains: whole genome sequencing (digital DNA DNA Hybridization (dDDH)), 5 MLSA schemes, ferric uptake regulation (fur) and lecithin-dependent haemolysin (ldh) single gene based identification methods. Apart from dDDH which is a reference method, no technique could identify all the isolates to the species level. The other tested techniques allowed a faster, cheaper but sub genus clade identification which can be interesting when absolute precision is not required. In this regard, MALDI-ToF and fur based identification seemed especially promising.
Collapse
Affiliation(s)
- Antoine Culot
- Microbiology Laboratory, Institut National de Recherche en Agriculture, Alimentation et Environnement, (INRAE), UMR 1253 Science and, Technology of Milk and Eggs (STLO), Rennes, France; Mixscience SAS, Bruz, France.
| | - Noel Grosset
- Microbiology Laboratory, Institut National de Recherche en Agriculture, Alimentation et Environnement, (INRAE), UMR 1253 Science and, Technology of Milk and Eggs (STLO), Rennes, France
| | | | - Michel Auzou
- Service Microbiologie, Centre Hospitalier Universitaire de Caen, Caen, France
| | | | | | | | - Sandrine Baron
- Laboratoire de Ploufragan-Plouzane-Niort, ANSES, Ploufragan, France
| | | | | | - Michel Gautier
- Microbiology Laboratory, Institut National de Recherche en Agriculture, Alimentation et Environnement, (INRAE), UMR 1253 Science and, Technology of Milk and Eggs (STLO), Rennes, France.
| |
Collapse
|
22
|
Shankar C, Jacob JJ, Vasudevan K, Biswas R, Manesh A, Sethuvel DPM, Varughese S, Biswas I, Veeraraghavan B. Emergence of Multidrug Resistant Hypervirulent ST23 Klebsiella pneumoniae: Multidrug Resistant Plasmid Acquisition Drives Evolution. Front Cell Infect Microbiol 2020; 10:575289. [PMID: 33330125 PMCID: PMC7718023 DOI: 10.3389/fcimb.2020.575289] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 10/23/2020] [Indexed: 12/15/2022] Open
Abstract
Background In recent years, the emergence of multidrug resistant hypervirulent K. pneumoniae (MDR hvKp) isolates poses severe therapeutic challenge to global public health. The present study used the complete genome sequence of two MDR hvKp isolates belonging to ST23 to characterize the phylogenetic background and plasmid diversity. Methods Two hvKp isolates from patients with bacteremia were sequenced using Ion Torrent PGM and Oxford Nanopore MinION platforms and assembled by hybrid genome assembly approach. Comparative genomics approaches were used to investigate the population structure, evolution, virulence, and antimicrobial resistance of MDR hvKp strains. Results The study isolates exhibited typical features of hvKp phenotypes associated with ST23. The convergence of multidrug resistance and hypervirulence were attributed by the presence of multiple plasmids including a 216 kb virulence plasmid and MDR plasmids belonging to IncA/C2, IncFIB, IncX3, and ColKP3 groups. The insertion of catA1 gene into virulence plasmid was observed along with genetic factors such as aerobactin, salmochelin, and rmpA2 that confer hvKp’s hypervirulent phenotype. The core genome single nucleotide polymorphism (SNP) phylogenetic analyses of the isolates showed the evolution of ST23 hvKp was predominantly driven by ICEKp acquisitions. Conclusion To the best of our knowledge, this is the first report of MDR hvKp isolates of ST23 with insertion of catA1 gene into the virulence plasmid which presents the possibility of hotspot integration sites on the plasmids to aid acquisition of AMR genes. ST23 is no longer confined to susceptible strains of hvKp. Our findings emphasize the need for more studies on recombinant events, plasmid transmission dynamics and evolutionary process involving hvKp.
Collapse
Affiliation(s)
- Chaitra Shankar
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| | - Jobin John Jacob
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| | - Karthick Vasudevan
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| | - Rohit Biswas
- College of Biological Sciences, University of Minnesota, Saint Paul, MN, United States
| | - Abi Manesh
- Department of Infectious Diseases, Christian Medical College and Hospital, Vellore, India
| | | | - Santosh Varughese
- Department of Nephrology, Christian Medical College and Hospital, Vellore, India
| | - Indranil Biswas
- Department of Microbiology, Molecular Genetics and Immunology, University of Kansas Medical Centre, Kansas City, KS, United States
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College and Hospital, Vellore, India
| |
Collapse
|
23
|
Devanga Ragupathi NK, Vasudevan K, Venkatesan M, Veeraraghavan B. First Indian report on B4/H24RxC ST410 multidrug-resistant Escherichia coli from bloodstream infection harbouring bla OXA-181 and bla CTX-M-15. J Glob Antimicrob Resist 2020; 22:568-570. [PMID: 32603904 DOI: 10.1016/j.jgar.2020.06.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 05/27/2020] [Accepted: 06/12/2020] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVES Escherichia coli is regarded as one of the most commonly isolated Gram-negative pathogens from bloodstream infections. Increasing antimicrobial resistance (AMR) among E. coli is a threat to disease management as well as further dissemination of AMR genes to other clinically important pathogens. Here we report the genome of a multidrug-resistant (MDR) E. coli (BA22372) from a bloodstream infection belonging to ST410 B4/H24RxC subtype from India. METHODS Genomic DNA of E. coli BA22372 was sequenced using Ion Torrent™ PGM™ and MinION™ sequencing. Hybrid genome assembly was performed using short and long reads from both methods to achieve accurate and complete genome data. RESULTS Here we report the genome of MDR E. coli BA22372 harbouring blaOXA-181 and blaCTX-M-15 in two individual plasmids, namely pOXA181_22372 (IncX3) and pCTX-M-15_22372 (IncF). The pCTX-M-15 plasmid is well known to co-harbour blaNDM-5, which was not seen in the studied isolate here. CONCLUSION To the best of our knowledge, this is the first report of B4/H24RxC MDR E. coli from India co-harbouring blaCTX-M-15 and blaOXA-181 along with other AMR genes. Information from this genome data revealed the possession of AMR genes in two individual plasmids and their potential for rapid dissemination. This isolate is of high health concern as it harbours a plasmid with replicatory mechanisms capable of acquiring blaNDM-5, which is a great threat for rapid dissemination of AMR. This study enhances our understanding of the AMR mechanisms among different clones of E. coli.
Collapse
Affiliation(s)
| | - Karthick Vasudevan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, Tamil Nadu, India
| | - Manigandan Venkatesan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, Tamil Nadu, India
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College, Vellore 632004, Tamil Nadu, India.
| |
Collapse
|
24
|
Batista FM, Stapleton T, Lowther JA, Fonseca VG, Shaw R, Pond C, Walker DI, van Aerle R, Martinez-Urtaza J. Whole Genome Sequencing of Hepatitis A Virus Using a PCR-Free Single-Molecule Nanopore Sequencing Approach. Front Microbiol 2020; 11:874. [PMID: 32523561 PMCID: PMC7261825 DOI: 10.3389/fmicb.2020.00874] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2019] [Accepted: 04/14/2020] [Indexed: 12/18/2022] Open
Abstract
Hepatitis A virus (HAV) is one of the most common causes of acute viral hepatitis in humans. Although HAV has a relatively small genome, there are several factors limiting whole genome sequencing such as PCR amplification artefacts and ambiguities in de novo assembly. The recently developed Oxford Nanopore technologies (ONT) allows single-molecule sequencing of long-size fragments of DNA or RNA using PCR-free strategies. We have sequenced the whole genome of HAV using a PCR-free approach by direct reverse-transcribed sequencing. We were able to sequence HAV cDNA and obtain reads over 7 kilobases in length containing almost the whole genome of the virus. The comparison of these raw long nanopore reads with the HAV reference wild type revealed a nucleotide sequence identity between 81.1 and 96.6%. By de novo assembly of all HAV reads we obtained a consensus sequence of 7362 bases, with a nucleotide sequence identity of 99.0% with the genome of the HAV strain pHM175/18f. When the assembly was performed using as reference the HAV strain pHM175/18f a consensus with a sequence similarity of 99.8 % was obtained. We have also used an ONT amplicon-based assay to sequence two fragments of the VP3 and VP1 regions which showed a sequence similarity of 100% with matching regions of the consensus sequence obtained using the direct cDNA sequencing approach. This study showed the applicability of ONT sequencing technologies to obtain the whole genome of HAV by direct cDNA nanopore sequencing, highlighting the utility of this PCR-free approach for HAV characterization and potentially other viruses of the Picornaviridae family.
Collapse
Affiliation(s)
- Frederico M Batista
- International Centre of Excellence for Aquatic Animal Health, Centre for Environment Fisheries and Aquaculture Science (CEFAS), Weymouth, Dorset, United Kingdom
| | - Tina Stapleton
- International Centre of Excellence for Aquatic Animal Health, Centre for Environment Fisheries and Aquaculture Science (CEFAS), Weymouth, Dorset, United Kingdom
| | - James A Lowther
- International Centre of Excellence for Aquatic Animal Health, Centre for Environment Fisheries and Aquaculture Science (CEFAS), Weymouth, Dorset, United Kingdom
| | - Vera G Fonseca
- International Centre of Excellence for Aquatic Animal Health, Centre for Environment Fisheries and Aquaculture Science (CEFAS), Weymouth, Dorset, United Kingdom
| | - Rebecca Shaw
- International Centre of Excellence for Aquatic Animal Health, Centre for Environment Fisheries and Aquaculture Science (CEFAS), Weymouth, Dorset, United Kingdom
| | - Christopher Pond
- International Centre of Excellence for Aquatic Animal Health, Centre for Environment Fisheries and Aquaculture Science (CEFAS), Weymouth, Dorset, United Kingdom
| | - David I Walker
- International Centre of Excellence for Aquatic Animal Health, Centre for Environment Fisheries and Aquaculture Science (CEFAS), Weymouth, Dorset, United Kingdom
| | - Ronny van Aerle
- International Centre of Excellence for Aquatic Animal Health, Centre for Environment Fisheries and Aquaculture Science (CEFAS), Weymouth, Dorset, United Kingdom
| | - Jaime Martinez-Urtaza
- International Centre of Excellence for Aquatic Animal Health, Centre for Environment Fisheries and Aquaculture Science (CEFAS), Weymouth, Dorset, United Kingdom.,Department of Genetics and Microbiology, Facultat de Biociències - Edifici C, Campus Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| |
Collapse
|
25
|
Bakthavatchalam YD, Vasudevan K, Neeravi A, Perumal R, Veeraraghavan B. First Draft Genome Sequence of Linezolid and Rifampicin Resistant Staphylococcus haemolyticus. Jpn J Infect Dis 2020; 73:296-299. [PMID: 32115538 DOI: 10.7883/yoken.jjid.2019.081] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Linezolid resistance has increasingly been described in coagulase negative staphylococci (CoNS) in recent years. Here, we describe the molecular mechanism of linezolid resistance in Staphylococcus haemolyticus using whole genome sequencing. Three S. haemolyticus isolates (VB5326, VB19458, and VB840) carried G2576T mutation at the domain V of the 23S rRNA. In addition, VB5326 and VB19458 carried the cfr gene in the chromosome. The presence of cfr gene, in combination with G2576T mutation in 23S rRNA, resulted in a high linezolid Minimum inhibitory concentration (MIC) of > 256 µg/ml. Three mutations, including D471E, I527M, and S532N, in rpoB contributed to an increased rifampicin MIC of 32 µg/ml. Subsequent development of linezolid and rifampicin resistance in S. haemolyticus is worrisome and greatly limits clinical management.
Collapse
|
26
|
Harel N, Meir M, Gophna U, Stern A. Direct sequencing of RNA with MinION Nanopore: detecting mutations based on associations. Nucleic Acids Res 2019; 47:e148. [PMID: 31665473 PMCID: PMC7107797 DOI: 10.1093/nar/gkz907] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 09/05/2019] [Accepted: 10/03/2019] [Indexed: 01/23/2023] Open
Abstract
One of the key challenges in the field of genetics is the inference of haplotypes from next generation sequencing data. The MinION Oxford Nanopore sequencer allows sequencing long reads, with the potential of sequencing complete genes, and even complete genomes of viruses, in individual reads. However, MinION suffers from high error rates, rendering the detection of true variants difficult. Here, we propose a new statistical approach named AssociVar, which differentiates between true mutations and sequencing errors from direct RNA/DNA sequencing using MinION. Our strategy relies on the assumption that sequencing errors will be dispersed randomly along sequencing reads, and hence will not be associated with each other, whereas real mutations will display a non-random pattern of association with other mutations. We demonstrate our approach using direct RNA sequencing data from evolved populations of the MS2 bacteriophage, whose small genome makes it ideal for MinION sequencing. AssociVar inferred several mutations in the phage genome, which were corroborated using parallel Illumina sequencing. This allowed us to reconstruct full genome viral haplotypes constituting different strains that were present in the sample. Our approach is applicable to long read sequencing data from any organism for accurate detection of bona fide mutations and inter-strain polymorphisms.
Collapse
Affiliation(s)
- Noam Harel
- School of Molecular Cell Biology and Biotechnology, Tel-Aviv University, Tel-Aviv, Israel
| | - Moran Meir
- School of Molecular Cell Biology and Biotechnology, Tel-Aviv University, Tel-Aviv, Israel
| | - Uri Gophna
- School of Molecular Cell Biology and Biotechnology, Tel-Aviv University, Tel-Aviv, Israel
| | - Adi Stern
- School of Molecular Cell Biology and Biotechnology, Tel-Aviv University, Tel-Aviv, Israel
| |
Collapse
|
27
|
Muthuirulandi Sethuvel DP, Veeraraghavan B, Vasudevan K, Devanga Ragupathi NK, Murugan D, Walia K, Anandan S. Complete genome analysis of clinical Shigella strains reveals plasmid pSS1653 with resistance determinants: a triumph of hybrid approach. Gut Pathog 2019; 11:55. [PMID: 31709015 PMCID: PMC6836418 DOI: 10.1186/s13099-019-0334-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 10/24/2019] [Indexed: 11/10/2022] Open
Abstract
Shigella is ranked as the second leading cause of diarrheal disease worldwide. Though infection occurs in people of all ages, most of the disease burden constitutes among the children less than 5 years in low and middle income countries. Recent increasing incidence of drug resistant strains make this as a priority pathogen under the antimicrobial resistance surveillance by WHO. Despite this, only limited genomic studies on drug resistant Shigella exists. Here we report the first complete genome of clinical S. flexneri serotype 2a and S. sonnei strains using a hybrid approach of both long-read MinION (Oxford Nanopore Technologies) and short-read Ion Torrent 400 bp sequencing platforms. The utilization of this novel approach in the present study helped to identify the complete plasmid sequence of pSS1653 with structural genetic information of AMR genes such as sulII, tetA, tetR, aph(6)-Id and aph(3'')-Ib. Identification of AMR genes in mobile elements in this human-restricted enteric pathogen is a potential threat for dissemination to other gut pathogens. The information on Shigella at genome level could help us to understand the genome dynamics of existing and emerging resistant clones.
Collapse
Affiliation(s)
| | - Balaji Veeraraghavan
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu 632004 India
| | - Karthick Vasudevan
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu 632004 India
| | | | - Dhivya Murugan
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu 632004 India
| | - Kamini Walia
- Division of Epidemiology and Communicable Diseases, Indian Council of Medical Research, New Delhi, 110 029 India
| | - Shalini Anandan
- Department of Clinical Microbiology, Christian Medical College, Vellore, Tamil Nadu 632004 India
| |
Collapse
|
28
|
Currin A, Swainston N, Dunstan MS, Jervis AJ, Mulherin P, Robinson CJ, Taylor S, Carbonell P, Hollywood KA, Yan C, Takano E, Scrutton NS, Breitling R. Highly multiplexed, fast and accurate nanopore sequencing for verification of synthetic DNA constructs and sequence libraries. Synth Biol (Oxf) 2019; 4:ysz025. [PMID: 32995546 PMCID: PMC7445882 DOI: 10.1093/synbio/ysz025] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 10/01/2019] [Accepted: 10/03/2019] [Indexed: 01/09/2023] Open
Abstract
Synthetic biology utilizes the Design-Build-Test-Learn pipeline for the engineering of biological systems. Typically, this requires the construction of specifically designed, large and complex DNA assemblies. The availability of cheap DNA synthesis and automation enables high-throughput assembly approaches, which generates a heavy demand for DNA sequencing to verify correctly assembled constructs. Next-generation sequencing is ideally positioned to perform this task, however with expensive hardware costs and bespoke data analysis requirements few laboratories utilize this technology in-house. Here a workflow for highly multiplexed sequencing is presented, capable of fast and accurate sequence verification of DNA assemblies using nanopore technology. A novel sample barcoding system using polymerase chain reaction is introduced, and sequencing data are analyzed through a bespoke analysis algorithm. Crucially, this algorithm overcomes the problem of high-error rate nanopore data (which typically prevents identification of single nucleotide variants) through statistical analysis of strand bias, permitting accurate sequence analysis with single-base resolution. As an example, 576 constructs (6 × 96 well plates) were processed in a single workflow in 72 h (from Escherichia coli colonies to analyzed data). Given our procedure's low hardware costs and highly multiplexed capability, this provides cost-effective access to powerful DNA sequencing for any laboratory, with applications beyond synthetic biology including directed evolution, single nucleotide polymorphism analysis and gene synthesis.
Collapse
Affiliation(s)
- Andrew Currin
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| | - Neil Swainston
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
- Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, UK
| | - Mark S Dunstan
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| | - Adrian J Jervis
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| | - Paul Mulherin
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| | - Christopher J Robinson
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| | - Sandra Taylor
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| | - Pablo Carbonell
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| | - Katherine A Hollywood
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| | - Cunyu Yan
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| | - Eriko Takano
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| | - Nigel S Scrutton
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| | - Rainer Breitling
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, UK
- School of Natural Sciences, Department of Chemistry, Faculty of Science and Engineering, The University of Manchester, Manchester M13 9PL, UK
| |
Collapse
|
29
|
Janes VA, Notermans DW, Spijkerman IJ, Visser CE, Jakobs ME, van Houdt R, Willems RJ, de Jong MD, Schultsz C, Matamoros S. Amplified fragment length polymorphism and whole genome sequencing: a comparison of methods in the investigation of a nosocomial outbreak with vancomycin resistant enterococci. Antimicrob Resist Infect Control 2019; 8:153. [PMID: 31572571 PMCID: PMC6757385 DOI: 10.1186/s13756-019-0604-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 08/30/2019] [Indexed: 12/19/2022] Open
Abstract
Background Recognition of nosocomial outbreaks with antimicrobial resistant (AMR) pathogens and appropriate infection prevention measures are essential to limit the consequences of AMR pathogens to patients in hospitals. Because unrelated, but genetically similar AMR pathogens may circulate simultaneously, rapid high-resolution molecular typing methods are needed for outbreak management. We compared amplified fragment length polymorphism (AFLP) and whole genome sequencing (WGS) during a nosocomial outbreak of vancomycin-resistant Enterococcus faecium (VRE) that spanned 5 months. Methods Hierarchical clustering of AFLP profiles was performed using unweighted pair-grouping and similarity coefficients were calculated with Pearson correlation. For WGS-analysis, core single nucleotide polymorphisms (SNPs) were used to calculate the pairwise distance between isolates, construct a maximum likelihood phylogeny and establish a cut-off for relatedness of epidemiologically linked VRE isolates. SNP-variations in the vanB gene cluster were compared to increase the comparative resolution. Technical replicates of 2 isolates were sequenced to determine the number of core-SNPs derived from random sequencing errors. Results Of the 721 patients screened for VRE carriage, AFLP assigned isolates of 22 patients to the outbreak cluster. According to WGS, all 22 isolates belonged to ST117 but only 21 grouped in a tight phylogenetic cluster and carried vanB resistance gene clusters. Sequencing of technical replicates showed that 4-5 core-SNPs were derived by random sequencing errors. The cut-off for relatedness of epidemiologically linked VRE isolates was established at ≤7 core-SNPs. The discrepant isolate was separated from the index isolate by 61 core-SNPs and the vanB gene cluster was absent. In AFLP analysis this discrepant isolate was indistinguishable from the other outbreak isolates, forming a cluster with 92% similarity (cut-off for identical isolates ≥90%). The inclusion of the discrepant isolate in the outbreak resulted in the screening of 250 patients and quarantining of an entire ward. Conclusion AFLP was a rapid and affordable screening tool for characterising hospital VRE outbreaks. For in-depth understanding of the outbreak WGS was needed. Compared to AFLP, WGS provided higher resolution typing of VRE isolates with implications for outbreak management.
Collapse
Affiliation(s)
- Victoria A. Janes
- Amsterdam UMC, University of Amsterdam, Medical Microbiology, Amsterdam, The Netherlands
| | - Daan W. Notermans
- Amsterdam UMC, University of Amsterdam, Medical Microbiology, Amsterdam, The Netherlands
| | - Ingrid J.B. Spijkerman
- Amsterdam UMC, University of Amsterdam, Medical Microbiology, Amsterdam, The Netherlands
| | - Caroline E. Visser
- Amsterdam UMC, University of Amsterdam, Medical Microbiology, Amsterdam, The Netherlands
| | - Marja E. Jakobs
- Amsterdam UMC, University of Amsterdam, Clinical Genetics, Core Facility Genomics, Amsterdam, The Netherlands
| | - Robin van Houdt
- Amsterdam UMC, Vrije Universiteit, Medical Microbiology, Amsterdam, The Netherlands
| | - Rob J.L. Willems
- Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Menno D. de Jong
- Amsterdam UMC, University of Amsterdam, Medical Microbiology, Amsterdam, The Netherlands
| | - Constance Schultsz
- Amsterdam UMC, University of Amsterdam, Medical Microbiology, Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Global Health - Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
| | - Sébastien Matamoros
- Amsterdam UMC, University of Amsterdam, Medical Microbiology, Amsterdam, The Netherlands
| |
Collapse
|
30
|
Genomic analysis of human invasive Salmonella enterica serovar Typhimurium ST313 isolate B3589 from India. INFECTION GENETICS AND EVOLUTION 2019; 73:416-424. [DOI: 10.1016/j.meegid.2019.05.023] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 04/14/2019] [Accepted: 05/31/2019] [Indexed: 01/08/2023]
|