TY - JOUR
T1 - A front line on klebsiella pneumoniae capsular polysaccharide knowledge
T2 - fourier transform infrared spectroscopy as an accurate and fast typing tool
AU - Rodrigues, Carla
AU - Sousa, Clara
AU - Lopes, João A.
AU - Novais, Ângela
AU - Peixe, Luísa
N1 - Funding Information:
This work received financial support from Applied Molecular Biosciences Unit UC-IBIO, which is supported by national funds from Fundação para a Ciência e Tecnologia (FCT)/MCTES (UID/Multi/UIDB/04378/2020). C.R. was supported by fellowship from FCT through Programa Operacional Capital Humano (POCH) (grant number SFRH/BD/ 84341/2012). C.S. was funded through the NORTE-01-0145-FEDER-000024 New Technologies for three Health Challenges of Modern Societies: Diabetes, Drug Abuse and Kidney Diseases. Â.N. is supported by national funds through FCT-Fundação para a Ciência e a Tecnologia, I.P., in the context of the transitional norm (DL57/2016/CP1346/ CT0032).
Funding Information:
We thank Marek Gniadkowski (National Medicines Institute, Warsaw, Poland), Vivi Miriagou (Department of Bacteriology, Hellenic Pasteur Institute, Athens, Greece), Grigore Mih?escu (University of Bucharest, Faculty of Biology, Department of Microbiology, Bucharest, Romania), Rafael Cant?n and Teresa Maria Coque (Laboratorio de Microbiologia, Hospital Universitario Ram?n y Cajal, Madrid, Spain), and Leonardo Neves de Andrade and Ana Lucia Darini (Universidade de S?o Paulo, Faculdade de Ci?ncias Farmac?uticas de Ribeir?o Preto, Ribeir?o Preto, Brazil) for the strains analyzed in this study. This work received financial support from Applied Molecular Biosciences Unit UCIBIO, which is supported by national funds from Funda??o para a Ci?ncia e Tecnologia (FCT)/MCTES (UID/Multi/UIDB/04378/2020). C.R. was supported by fellowship from FCT through Programa Operacional Capital Humano (POCH) (grant number SFRH/BD/ 84341/2012). C.S. was funded through the NORTE-01-0145-FEDER-000024 New Technologies for three Health Challenges of Modern Societies: Diabetes, Drug Abuse and Kidney Diseases. ?.N. is supported by national funds through FCT-Funda??o para a Ci?ncia e a Tecnologia, I.P., in the context of the transitional norm (DL57/2016/CP1346/ CT0032). C.R., ?.N., and L.P. designed the study and the methodological approach. C.R. performed the experimental work related to the acquisition of spectra in FT-IR and the chemometric analysis and wrote the manuscript. ?.N. participated in data analysis and wrote and revised the manuscript, and L.P. critically revised the final manuscript. C.S. and J.A.L. provided expertise in chemometric analysis and revised the manuscript.
Publisher Copyright:
© 2020 Rodrigues et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license.
PY - 2020/4
Y1 - 2020/4
N2 - Genomics-based population analysis of multidrug-resistant (MDR) Klebsiella pneumoniae motivated a renewed interest on the capsule as an evolutionary and virulence marker of clinically relevant strains. Whole-genome sequencing (WGS)based approaches have provided great insights into the genetic variability of the capsular locus, but genotypic-biochemical capsular (K)-type correlations are lacking, hindering the establishment of a reliable framework for K-type characterization and typing. To fill this gap, we combined molecular, comparative genomics, and multivariate data analysis tools with biochemical data on the capsular locus to support the usefulness of Fourier transform infrared (FT-IR) spectroscopy as a reliable K typing tool. To validate our approach, we used a representative collection of well-defined MDR K. pneumoniae lineages involved in local or nationwide epidemics in multiple countries. With this, we demonstrate a high accuracy and resolution of our FT-IR-based spectroscopy approach for K-type discrimination that is even higher than that provided by WGS. Moreover, the specific associations established between certain K types and specific K. pneumoniae lineages with high clinical relevance, together with the accuracy, simplicity, short time to result, and inexpensive features of the method, support the value of the developed FT-IR-based approach for an easy, fast, and cost-effective strain typing. This fulfills a still unmet need for tools to support real-time monitoring and control of K. pneumoniae infections. In addition, the genotypic-biochemical correlations established provide insights on sugar composition/structure of newly defined K. pneumoniae capsular types. IMPORTANCE Klebsiella pneumoniae is nowadays recognized as one of the most defiant human pathogens, whose infections are increasingly more challenging to treat and control. Whole-genome sequencing (WGS) has been key for clarifying the population structure of K. pneumoniae, and it is still instrumental to provide insights into potential pathogenicity and evolutionary markers, such as the capsular locus. However, this information and WGS are still far from being accessible and translated into routine clinical microbiology laboratories as quick and cost-efficient strain diagnostic tools. Here, we propose a biochemical fingerprinting approach based on Fourier transform infrared spectroscopy (FT-IR) and multivariate data analysis tools for K. pneumoniae capsular typing that, because of its high resolution, speed, and low cost, can be an asset to provide enough information to support real-time epidemiology and infection control decisions. Besides, it provides a simple framework for phenotypic/biochemical validation of K. pneumoniae capsular diversity.
AB - Genomics-based population analysis of multidrug-resistant (MDR) Klebsiella pneumoniae motivated a renewed interest on the capsule as an evolutionary and virulence marker of clinically relevant strains. Whole-genome sequencing (WGS)based approaches have provided great insights into the genetic variability of the capsular locus, but genotypic-biochemical capsular (K)-type correlations are lacking, hindering the establishment of a reliable framework for K-type characterization and typing. To fill this gap, we combined molecular, comparative genomics, and multivariate data analysis tools with biochemical data on the capsular locus to support the usefulness of Fourier transform infrared (FT-IR) spectroscopy as a reliable K typing tool. To validate our approach, we used a representative collection of well-defined MDR K. pneumoniae lineages involved in local or nationwide epidemics in multiple countries. With this, we demonstrate a high accuracy and resolution of our FT-IR-based spectroscopy approach for K-type discrimination that is even higher than that provided by WGS. Moreover, the specific associations established between certain K types and specific K. pneumoniae lineages with high clinical relevance, together with the accuracy, simplicity, short time to result, and inexpensive features of the method, support the value of the developed FT-IR-based approach for an easy, fast, and cost-effective strain typing. This fulfills a still unmet need for tools to support real-time monitoring and control of K. pneumoniae infections. In addition, the genotypic-biochemical correlations established provide insights on sugar composition/structure of newly defined K. pneumoniae capsular types. IMPORTANCE Klebsiella pneumoniae is nowadays recognized as one of the most defiant human pathogens, whose infections are increasingly more challenging to treat and control. Whole-genome sequencing (WGS) has been key for clarifying the population structure of K. pneumoniae, and it is still instrumental to provide insights into potential pathogenicity and evolutionary markers, such as the capsular locus. However, this information and WGS are still far from being accessible and translated into routine clinical microbiology laboratories as quick and cost-efficient strain diagnostic tools. Here, we propose a biochemical fingerprinting approach based on Fourier transform infrared spectroscopy (FT-IR) and multivariate data analysis tools for K. pneumoniae capsular typing that, because of its high resolution, speed, and low cost, can be an asset to provide enough information to support real-time epidemiology and infection control decisions. Besides, it provides a simple framework for phenotypic/biochemical validation of K. pneumoniae capsular diversity.
KW - Biochemical data
KW - Capsular typing
KW - Cps locus
KW - Nosocomial outbreaks
KW - Strain typing
UR - https://www.scopus.com/pages/publications/85083885519
U2 - 10.1128/mSystems.00386-19
DO - 10.1128/mSystems.00386-19
M3 - Article
C2 - 32209717
AN - SCOPUS:85083885519
SN - 2379-5077
VL - 5
JO - mSystems
JF - mSystems
IS - 2
M1 - e00386
ER -