Biology subjects

Shamanna, V.

Publications and source records attributed to Shamanna, V..

6 recordsLinked to original sources

bioRxiv2024

Typhi Mykrobe: fast and accurate lineage identification and antimicrobial resistance genotyping directly from sequence reads for the typhoid fever agent Salmonella Typhi

BackgroundTyphoid fever results from systemic infection with Salmonella enterica serovar Typhi (Typhi) and causes 10 million illnesses annually. Disease control relies on prevention (water, sanitation, and hygiene interventions or vaccination) and effective antimicrobial treatment. Antimicrobial resistant (AMR) Typhi lineages have emerged and become established in many parts of the world. Knowledge of local pathogen populations informed by genomic surveillance, including of lineages (defined by the GenoTyphi scheme) and AMR determinants, is increasingly used to inform local treatment guidelines and to inform vaccination strategy. Current tools for genotyping Typhi require multiple read alignment or assembly steps and have not been validated for analysis of data generated with Oxford Nanopore Technologies (ONT) long-read sequencing devices. Here, we introduce Typhi Mykrobe, a command line software tool for rapid genotyping of Typhi lineages, AMR determinants, and plasmid replicons direct from sequencing reads. ResultsWe validated Typhi Mykrobe lineage genotyping by comparison with the current standard read mapping-based approach and demonstrated 99.8% concordance across nearly 13,000 genomes sequenced with Illumina platforms. For the few isolates with discordant calls, we show that Typhi Mykrobe results are better supported by the evidence from raw sequence read data than the results generated using the mapping-based approach. We also demonstrate 99.9% concordance for detection of AMR determinants compared with the current standard assembly-based approach, with similar results for plasmid marker detection. Typhi Mykrobe predicts clinical resistance categorisation (S/I/R) for eight drug classes, and we show strong agreement with phenotypic categorisations generated from reference laboratory minimum inhibitory concentration (MIC) data for n=1,572 Illumina-sequenced isolates (>99% agreement within one doubling dilution). We show strong concordance (>96% for genotype and >98% for AMR and plasmid) between calls made from ONT reads and those made from Illumina reads for isolates sequenced on both platforms (n =93 genomes). Typhi Mykrobe takes less than a minute per sample and is available at https://github.com/typhoidgenomics/genotyphi. ConclusionsTyphi Mykrobe provides rapid and sensitive genotyping of Typhi genomes direct from Illumina and ONT reads, although lower accuracy was observed for R9 ONT data. It demonstrated accurate assignment of GenoTyphi lineage, detection of AMR determinants and prediction of corresponding AMR phenotypes, and identification of plasmid replicons.

microbiology↗

bioRxiv2024

Geographical distribution, disease association and diversity of Klebsiella pneumoniae KL and O antigens in India: roadmap for vaccine development

Klebsiella pneumoniae poses a significant healthcare challenge due to its multidrug resistance and diverse serotype landscape. This study aimed to explore the serotype diversity of 1072 K. pneumoniae and its association with geographical distribution, disease severity and antimicrobial/virulence patterns in India. Whole-genome sequencing was performed on the Illumina platform, and genomic analysis was carried out using the Kleborate tool. KL64 (n=264/1072, 26%), KL51 (249/1072, 24%), KL2 (n=88/1072, 8%), O1/O2v1 (n=471/1072, 44%), O1/O2v2 (n=353/1072, 33%), and OL101 (n=66/1072, 6%) were the most prevalent serotypes. The study identified 119 different sequence types (STs) with varying serotypes, with KL64 being the most predominant in ST231 (26%). O serotypes were strongly linked with STs, with O1/O2v1 predominantly associated with ST231 (44%). Simpsons diversity index and Fishers exact test revealed higher serotype diversity in the north and east regions, along with intriguing associations between specific serotypes and resistance profiles. No significant association between KL or O types and disease severity was observed. Furthermore, we found no specific association of virulence factors with KL types or O antigen types (P>0.05). Conventionally described hypervirulent clones (i.e., KL1 and KL2) in India lacked typical virulent markers (i.e., aerobactin), contrasting with other regional serotypes. The cumulative distribution of KL and O serotypes suggests that future vaccines may have to include either [~]20 KL types or 4 O types to cover >85% of the carbapenemase-producing Indian K. pneumoniae population. The findings underscore the need for a vaccine with broad coverage to address the diverse landscape of K. pneumoniae strains in different regions of India. Understanding regional serotype dynamics is pivotal for targeted surveillance, interventions, and tailored vaccine strategies to tackle the diverse landscape of K. pneumoniae infections across India. Data SummaryO_LIAll the sequenced data has been submitted to the European Nucleotide Archive (ENA) under the Bioproject numbers PRJEB29740 and PRJEB50614. Run Accessions and Biosample numbers are provided in Supplementary Table 1 with corresponding metadata for each sample used in the study. C_LIO_LIThe Microreact link for the genomic analysis is provided (https://microreact.org/project/oqKM84GBszEPW9Emt2FKnP-klebsiella-pneumoniae-indian-serotypes). C_LIO_LIThe pipelines used in the study are published in gitlab (https://gitlab.com/cgps/ghru/pipelines). C_LIO_LIThe tools details and the implementation of the pipelines are described in protocols.io (https://www.protocols.io/view/ghru-genomic-surveillance-of-antimicrobial-resista-bp2l6b11kgqe/v4). C_LIO_LIThe R scripts used with all the input files used for each script have been published in Fishare (https://doi.org/10.6084/m9.figshare.25414807.v1) C_LI Impact StatementKlebsiella pneumoniae produces polysaccharide capsules, which serve as both epidemiological markers and significant virulence factors. The increasing accessibility of whole genome sequencing has made it easier than ever to investigate this capsule diversity. This study is the first of its kind in India to comprehensively investigate the serotype diversity of K. pneumoniae strains and their association with disease severity, antimicrobial resistance/virulence patterns, and geographical distribution across various regions of the subcontinent. This multi-dimensional analysis not only provides valuable insights into the molecular epidemiology of K. pneumoniae in India but also offers crucial data for the development of targeted interventions, including vaccine formulations tailored to address the prevailing serotypes. These findings serve as a foundation for informed decision-making in the management and prevention of K. pneumoniae infections, ultimately contributing to improved public health outcomes in the region.

genomics↗

bioRxiv2022

Large retrospective WGS study describes three major sequence types of S. aureus in India and reveals two novel multi-drug resistant sub-lineages of S. aureus Clonal Complex 22

BackgroundS. aureus is a major pathogen in India, causing nosocomial infections, but little is known about its molecular epidemiology and mechanisms of resistance in hospital settings. Here, we use WGS to characterize 508 S. aureus clinical isolates collected across India and analyze them in a global context. MethodsWhole-genome sequencing was performed on 508 clinical isolates of S. aureus collected from 17 sentinel sites across India between 2014 and 2019 with the Illumina platform. AMR genotypes were predicted using Staphopia. Isolates carrying novel SCCmec cassettes were further characterized using long-read sequencing. A temporal analysis of clonal complex (CC) 22 global isolates from 14 different studies was performed using BactDating. ResultsSequencing results confirmed 478 isolates as S. aureus. ST22, ST772 & ST239 were the major clones identified. An in-depth analysis of the 175 CC22 Indian isolates identifies two novel ST22 MRSA clones, PVL+ and one harboring the tsst-1 gene. Temporal analysis showed that these two ST22 clusters shared a common ancestor in the 1980s and they became widespread after the year 2000 in India. Analyzing these in a global context, we found evidence of transmission of the two Indian clones to other parts of the world. ConclusionOur study describes a large retrospective S. aureus sampled from India. By comparing the Indian isolates globally we show the evidence of the international transmission of ST22 Indian isolates. Even though the two of the major dominant clones (ST772 and ST239) using WGS have been reported, this is the first study that describes the third dominant clone (ST22) in India. Impact statementStaphylococcus aureus is an opportunistic pathogen listed as a high-priority pathogen by WHO. It is a leading cause of nosocomial infections in India and worldwide. Our study is the first study to describe the epidemiology of S. aureus in India with a large sample set of 478. Here we describe a collection of 478 S. aureus genomes, isolated from 17 sentinel sites in India, between 2014 and 2019. With the focus on understanding sequence types, AMR profiles, SCCmec types, and spa types and discuss these in the context of previous molecular studies on S. aureus conducted in India. We also conducted an in-depth analysis of the Clonal Complex 22 Indian isolates and we identified two novel ST22 MRSA clones, both PVL+ and one harboring the tsst-1 gene. Temporal analysis shows that these two ST22 clusters originated around 2010 in India. Analyzing these in a global context, we found evidence of transmission of the two Indian clones in other parts of the world. Analysis of a cluster of 33 isolates belonging to ST239 from a single hospital in Bangalore indicates an outbreak that persisted over the period of three years from a single contamination source. The novel SCCmec types identified in our study are characterized using long reads to understand their genetic structure. Data SummaryO_LIIllumina read files of the strains used in the study have been deposited in European Nucleotide Archive, BioProject PRJEB29740 (https://www.ebi.ac.uk/ena/browser/view/PRJEB29740?show=reads). A full list of accession numbers for all sequence read files is provided in Supplementary table 2. C_LIO_LINanopore reads are submitted to ENA under the BioProject PRJEB50484. C_LIO_LIMetadata and other related information on the strains are provided in the microreact project with different views in this link microreact.org/s.aureus_ghru_analysis. C_LIO_LIStrain information for the ST22 samples used from other studies is provided in microreact at this link: https://microreact.org/project/2xDvKQhriNveJ4kiVYsmSQ-s-aureus-wgs-study. The authors confirm all supporting data, code and protocols have been provided within the article or the supporting data repository. C_LI

genomics↗

bioRxiv2021

Molecular characterization of carbapenem resistant Klebsiella pneumoniae clinical isolates: Preliminary experience from a tertiary care teaching hospital in the Himalayas

IntroductionKlebsiella pneumoniae is recognized as an urgent threat to human health because of the emergence of multidrug-resistant (MDR) and hypervirulent strains. Development of novel highly effective and safe treatment options is the need of the hour. One of the ways of achieving this goal is by conducting molecular characterization studies of antibiotic resistant bacteria. Hypothesis/Gap StatementThe government of India is committed to generate validated AMR data from different parts of the country. Efforts are being made to perform molecular characterization of MDR and potentially virulent bacteria by whole-genome sequencing (WGS). However, the data that we have at present is skewed as many parts of the country remain underrepresented. Uttarakhand is one such state located in the Himalay an belt of India, with relatively poor access to healthcare and a paucity of research. AimThis study was performed to generate WGS based preliminary data about the population structure, multi-locus sequence types (MLST), and virulence factors of CRKp isolates recovered from patients in a tertiary care teaching hospital and institute of national importance, located in Rishikesh, Uttarakhand, India. MethodologyA cross-sectional study was conducted at a tertiary care teaching hospital. It included twenty-nine randomly selected and archived carbapenem resistant Klebsiella pneumoniae (CR-Kp) isolates obtained from various clinical samples submitted in the Bacteriology laboratory for culture and sensitivity testing, from July 2018 to August 2019. After preliminary identification (ID) and antibiotic susceptibility testing (AST), as per standard guidelines, these isolates were sent to Central Research Laboratory (CRL), Bengaluru, India, for further characterization & WGS. ResultsTwenty-seven out of twenty-nine test isolates were CRKp. Among the 27 CRKp isolates, ST14 was the most common sequence type (8, 29.6%), followed by ST231 (5, 18.5%) and ST147(3, 11.1%) respectively. KL2 (9/27, 33.3%) and KL51 (8/27, 29.6%) were dominant K loci types in this study. Out of 5 O antigens identified, O1 and O2 together accounted for 88.9% (n=27) CRKp isolates. Yersiniabactin and Aerobactin were identified in 88.9% (24/27) & 29.6% (8/27) of the CRKp isolates of the isolate. Regulatory genes rmpA2 and rmpADC were found in 14.8% (4/27) and 3.7% (1/27) isolates respectively. The predominant plasmid replicons present were ColKP3 (55.5%), IncFII(K) (51.8%), IncFIB(pQil) (44.4%), IncFIB(K) (37%), IncR (33.3%) and Col44 0I (18.5%) respectively. A perfect agreement (100%) was observed between phenotypic and genotypic resistance profiles in the case of fluoroquinolones, penicillins, Beta Lactam/Beta Lactam Inhibitor combinations (BL/BLI), and cephalosporins respectively. As compared to phenotypic resistance, higher genotypic resistance for aminoglycosides (96.3%) and folate pathway inhibitors (92.6%) respectively, was observed. ConclusionThis study emphasizes the need for continued genomic surveillance of emerging CRKp and other MDR bacteria in Uttarakhand and neighbouring states of India. This in turn would help in generating critical information that can be used to assess the emergence, dissemination, and potential impact of important variants.

microbiology↗

bioRxiv2021

Circulation of third-generation cephalosporin resistant Salmonella Typhi in Mumbai, India

We report the persistent circulation of third-generation cephalosporin resistant Salmonella Typhi in Mumbai, linked to the acquisition and maintenance of a previously characterized IncX3 plasmid carrying the ESBL gene blaSHV-12 and the fluoroquinolone resistance gene qnrB7 in the genetic context of a triple mutant also associated with fluoroquinolone resistance.

genomics↗

bioRxiv2021

Molecular dissection of Carbapenem-resistant Acinetobacter baumannii circulating in Indian hospitals usingWhole Genome Sequencing

ObjectivesCarbapenem-resistant Acinetobacter baumannii (CRAB) has acquired worldwide recognition as a serious nosocomial infection. It poses a concern to hospitalized patients because of the limited therapeutic options available. Thus, we investigated the molecular epidemiology and antibiotic resistance profiles of A. baumannii isolates in India. Materials and MethodsWe characterized 306 retrospective A. baumannii clinical isolates collected from 18 centers across 10 states and 1 Union Territory of India between 2015 and 2019. Molecular epidemiology, and carbapenem resistance were studied by Whole Genome Sequencing. ResultsA total of 105 different Sequence Types (STs) were identified including 48 reported STs and 57 Novel STs. 99 isolates were classified into Clonal Complex 451 (CC451) among which ST848 and ST1956 were the common STs. Carbapenemase resistance was confirmed in all the isolates with the presence of intrinsic blaOXA-51-like genes, and the acquired blaOXA-23 and blaNDM-1 genes. ConclusionMost of the isolates were grouped under clonal complex 451. ST1053 caused an outbreak in Northern India during 2018 and 2019. Novel MLST alleles and STs were also detected, underlining an evolutionary divergence in India. The carbapenem-resistance was dominated by OXA-type carbapenemases and further surveillance of these carbapenem-resistant A. baumannii and antimicrobial stewardship should be strengthened.

genomics↗