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. 2022 Sep 20;10(5):e02844-22. doi: 10.1128/spectrum.02844-22

Accurate Identification of Klebsiella variicola by MALDI-TOF Mass Spectrometry in Clinical Microbiology Laboratories

Yuki Ohama a, Yusuke Nomura a, Miyuki Mizoguchi a, Yoshimi Higurashi a, Koh Okamoto b, Sohei Harada a,
Editor: Karen C Carrollc
PMCID: PMC9603720  PMID: 36125293

ABSTRACT

Klebsiella variicola is a pathogen that is increasingly recognized as being associated with human infections, but the methods available to clinical microbiology laboratories for accurate identification are limited. In this study, we assessed the accuracy of identification of K. variicola by matrix-assisted laser desorption ionization–time of flight (MALDI-TOF) mass spectrometry using genetic identification with multiplex PCR as the reference method. Antimicrobial susceptibilities and virulence of K. variicola strains were also investigated. Fifty-five Klebsiella pneumoniae, 26 K. variicola, and 2 Klebsiella quasipneumoniae clinical strains were used for evaluation. Both MALDI Biotyper with library version 9 and Klebsiella MALDI TypeR, a web-based species identification tool using MALDI-TOF data, accurately identified all K. variicola strains. In addition, two strains of K. quasipneumoniae were accurately identified with Klebsiella MALDI TypeR. Whole-genome sequencing confirmed the accurate identification to the subspecies level by Klebsiella MALDI TypeR for four strains (two strains each of K. variicola subsp. variicola and K. quasipneumoniae subsp. similipneumoniae). While 13 strains, 3 strains, and 1 strain of K. pneumoniae showed nonsusceptibility to ampicillin-sulbactam, ceftriaxone, and meropenem, respectively, all strains of K. variicola were susceptible to all tested antimicrobial agents. Although two K. variicola strains were positive for the string test, no K. variicola strains harbored any of the genes associated with hypervirulence of K. pneumoniae. Accurate identification of the K. pneumoniae complex, including K. variicola, by MALDI-TOF in clinical microbiology laboratories is expected to clarify the clinical characteristics of each species in the future.

IMPORTANCE Recent widespread use of bacterial whole-genome sequencing analysis has resulted in the proposal of novel bacterial species and reclassification of taxonomy. Accurate methods for identification of bacterial species in clinical microbiology laboratories are essential to accumulate information on the clinical characteristics of each bacterial species. Klebsiella variicola is a member of the Klebsiella pneumoniae complex, and its association with human infections has been increasingly recognized, but accurate identification methods approved for use in clinical microbiology laboratories have been limited thus far. The findings of the present study suggest that K. variicola can be accurately identified by matrix-assisted laser desorption ionization–time of flight mass spectrometry using updated library or web-based identification tools. Accurate identification will promote exploration of clinical characteristics of K. variicola.

KEYWORDS: Klebsiella pneumoniae, Klebsiella quasipneumoniae, Klebsiella variicola, MALDI-TOF

OBSERVATION

Although Klebsiella variicola was first reported as a plant-associated bacterium; it was later shown to cause human infections (1, 2). It is difficult to differentiate K. variicola from other species of Klebsiella pneumoniae complex by biochemical identification methods or automated instruments. Although the inability to ferment adonitol was initially considered a characteristic of K. variicola, subsequent studies demonstrated that K. variicola and K. pneumoniae cannot be distinguished with certainty by this test (2, 3). Therefore, genetic identification by sequencing of the whole genome or the KVAR_0717 (yggE) gene is the most reliable method (4). Multiplex PCR targeting genes present only in each species of K. pneumoniae complex has also been proposed as a more widely available method (5, 6). While matrix-assisted laser desorption ionization–time of flight (MALDI-TOF) mass spectrometry has been increasingly used for bacterial identification in clinical microbiology laboratories in recent years, previous studies reported that misidentification of the species belonging to K. pneumoniae complex frequently occurs by this method (4, 7, 8).

In this study, the accuracy of identification of K. pneumoniae complex by MALDI-TOF with an updated library and with web-based species identification tool was evaluated. We used frozen-stored strains of K. pneumoniae (n = 52) and K. variicola (n = 16) recovered from blood culture and identified with a score of 2.00 or higher by MALDI Biotyper (Bruker Daltonics, Bremen, Germany) at the University of Tokyo Hospital (UTH) from January 2019 to July 2020. After the microbiology laboratory of UTH updated the library from version 4 to 9 in August 2020, 15 strains recovered from blood culture were identified as K. variicola with a score of 2.00 or higher until November 2021, and these strains were added for the analysis. Only one strain from each patient was used. K. pneumoniae FUJ00227 (accession no. JAMOBN000000000), Klebsiella quasipneumoniae subsp. similipneumoniae FUJ00228 (accession no. JAMOBM000000000), and K. variicola subsp. variicola FUJ01370 (accession no. GCA_019042755), bacterial species of which have previously been identified by whole-genome sequencing and >99% average nucleotide identity (ANI) with type strains using ANI Calculator (https://www.ezbiocloud.net/tools/ani), were added as reference strains (9).

Multiplex PCR for the unique genes of K. pneumoniae, K. variicola, and K. quasipneumoniae was performed as previously described (5). Fifty-five strains were identified as K. pneumoniae, 26 as K. variicola, and 2 as K. quasipneumoniae, and these results were used as the reference for later identification by MALDI-TOF. Reference strains were accurately identified by the multiplex PCR.

The study strains were retested with MALDI Biotyper with library version 9, and 57 were identified as K. pneumoniae and 26 as K. variicola. Although identification of all strains of K. variicola and K. pneumoniae was accurate, two K. quasipneumoniae strains were misidentified as K. pneumoniae with MALDI Biotyper with library version 9 (Table 1). Reference strains of K. pneumoniae and K. variicola were identified accurately, and that of K. quasipneumoniae was misidentified as K. pneumoniae. In the original identification with library version 4 at UTH, all K. variicola strains were identified accurately, but a minority of K. pneumoniae strains were misidentified as K. variicola (Table 1).

TABLE 1.

Identification results for 83 strains obtained by each methoda

Identification by MALDI No. of strains identified by PCRb
K. pneumoniae (n = 55) K. variicola (n = 26) K. quasipneumoniae (n = 2)
MALDI Biotyper
 Library version 9
  K. pneumoniae 55 0 2
  K. variicola 0 26 0
 Library version 4a
  K. pneumoniae 51 0 1
  K. variicola 3 12 1
Klebsiella MALDI TypeR
K. pneumoniae 54 0 0
K. variicola subsp. variicola 0 26 0
K. quasipneumoniae subsp. similipneumoniae 0 0 2
K. pneumoniae complex 1 0 0
a

The results for 68 strains in the microbiology laboratory at the University of Tokyo Hospital between January 2019 and July 2020 are presented (54 K. pneumoniae, 12 K. variicola, and 2 K. quasipneumoniae strains).

b

Identification was performed using multiplex PCR (5).

Identification was also performed with Klebsiella MALDI TypeR (https://maldityper.pasteur.fr/) using MALDI-TOF data obtained by MALDI Biotyper (10). Fifty-four were identified as K. pneumoniae, 26 as K. variicola subsp. variicola, and two as K. quasipneumoniae subsp. similipneumoniae, and these results were accurate (Table 1). A strain (UTH00086) was reported as Klebsiella pneumoniae complex with no identifiable species. Reference strains were accurately identified.

UTH performs drug susceptibility testing using the MicroScan WalkAway system (Beckman Coulter, Brea, CA). The MICs were evaluated using CLSI M100-S27 (11). Although 13 strains, 3 strains, and 1 strain of K. pneumoniae showed nonsusceptibility to ampicillin-sulbactam, ceftriaxone, and meropenem, respectively, all strains of K. variicola and K. quasipneumoniae were susceptible to all antimicrobial agents (Table 2). Virulence of K. variicola strains were assessed with a string test and multiplex PCR identifying capsular genotype K1/K2 and major virulence genes (12). While two strains demonstrated a hypermucoviscosity phenotype with a string test forming a string of >5 mm, no strains had K1/K2 capsular genotypes, rmpA, or an aerobactin-associated gene (iutA), which were reported as biomarkers for hypervirulent K. pneumoniae (13).

TABLE 2.

Antimicrobial susceptibilities of the strains

Antibiotic(s) No. (%) of strains susceptible
K. pneumoniae (n = 55) K. variicola (n = 26) K. quasipneumoniae (n = 2)
Ampicillin-sulbactam 42 (76.4) 26 (100) 2 (100)
Piperacillin-tazobactam 52 (94.5) 26 (100) 2 (100)
Cefmetazole 55 (100) 26 (100) 2 (100)
Ceftriaxone 51 (92.7) 26 (100) 2 (100)
Ceftazidime 53 (96.4) 26 (100) 2 (100)
Cefepime 51 (92.7) 26 (100) 2 (100)
Meropenem 54 (98.2) 26 (100) 2 (100)
Levofloxacin 53 (96.4) 26 (100) 2 (100)
Gentamicin 51 (92.7) 26 (100) 2 (100)
Amikacin 55 (100) 26 (100) 2 (100)

Whole-genome sequencing of (i) strains with discordant bacterial identification results by MALDI-TOF and multiplex PCR and (ii) K. variicola strains with hypermucoviscosity was performed with Illumina MiSeq (Illumina, Inc., San Diego, CA) as described previously (14). Raw reads generated by MiSeq were quality trimmed with Trimmomatic tool (version 0.39) and assembled with SPAdes (version 3.15.4). Genetic characterization of the genomes was performed with software available at the Pathogenwatch website (https://pathogen.watch/). Species identified by whole-genome sequencing were identical to those identified by multiplex PCR (Table 3). Accurate identification of subspecies with Klebsiella MALDI TypeR for four strains was also confirmed. Among K. variicola strains, two strains exhibited hypermucoviscosity, but none harbored any of the genes associated with hypervirulence of K. pneumoniae (rmpA/A2, ybt, clb, and iuc) (13).

TABLE 3.

Species identification results and sequence types of the strains for which whole-genome sequencing was performeda

Strain MALDI Biotyper (Library version 9) Klebsiella MALDI TypeR Multiplex PCR Whole genome sequencing Sequence type
UTH00011 K. pneumoniae K. quasipneumoniae subsp. similipneumoniae K. quasipneumoniae K. quasipneumoniae subsp. similipneumoniae 6080
UTH00079 K. pneumoniae K. quasipneumoniae subsp. similipneumoniae K. quasipneumoniae K. quasipneumoniae subsp. similipneumoniae 334
UTH00086 K. pneumoniae Not identified K. pneumoniae K. pneumoniae 35
UTH00026 K. variicola K. variicola subsp. variicola K. variicola K. variicola subsp. variicola 6209 (319)
UTH00031 K. variicola K. variicola subsp. variicola K. variicola K. variicola subsp. variicola 6235 (318)
a

Whole-genome sequencing was performed because the strains showed discordant bacterial identification results by MALDI-TOF MS and multiplex PCR (UTH00011, UTH00079, and UTH00086) or were K. variicola with hypermucoviscosity (UTH00026 and UTH00031). Identification results consistent with multiplex PCR identification are shown in bold. Sequence types were determined according to the protocol described in BIGSdb-Pasteur databases (http://bigsdb.pasteur.fr/). Sequence types determined according to the protocol described in Klebsiella variicola MLST homepage (https://mlstkv.insp.mx/) are also indicated in parentheses for Klebsiella variicola isolates.

Recent studies showed that it is possible to identify species belonging to K. pneumoniae complex with MALDI-TOF by identifying the characteristic peak position (15, 16). MALDI Biotyper has increased the number of K. variicola strains included in the library—from 1 to 12—with the update to version 6. As a result, K. variicola was increasingly reported with high scores when the recent version of the library was used, but the accuracy of its identification has not been fully confirmed to date. This study demonstrated that the library update has enabled accurate identification of K. variicola by MALDI Biotyper. K. quasipneumoniae was not accurately identified by MALDI Biotyper, which was expected since data on the species are not included in the library.

This study also analyzed the accuracy of identification by Klebsiella MALDI TypeR (10). The results confirmed that K. variicola can be accurately identified and further suggest that K. quasipneumoniae and subspecies of K. pneumoniae complex may also be identified, although the number of verified strains was limited. Klebsiella MALDI TypeR can be used in a wide range of clinical laboratories using MALDI-TOF because it requires no additional specific equipment. In countries where the use of MALDI-TOF is not widespread, it is preferable that alternative methods for identification, including multiplex PCR, are available.

Fatal infections and multidrug-resistant strains of K. variicola have been reported (14, 17). Our analysis, together with the results of previous studies, suggests that there may be differences in clinical characteristics and drug susceptibility between K. pneumoniae and K. variicola even in the same geographic region, but more data are needed to draw definitive conclusions (18, 19). It is known that a certain proportion of strains of K. pneumoniae are hypervirulent and tend to cause severe infections (14). While two K. variicola strains had hypermucoviscosity, these strains harbored no genes associated with hypervirulence of K. pneumoniae. Although an IncFIB plasmid (pKV8917) that confers hypermucoviscosity to K. variicola in an rmpA-independent manner has been reported, plasmid analysis is beyond the scope of our study (20).

Recent studies have revealed the molecular characteristics of K. variicola (2, 21). Accurate identification using MALDI-TOF in clinical microbiology laboratories would lead to efficient collection of information on the clinical characteristics of this organism and would also aid in the collection of strains for molecular epidemiology studies.

Data availability.

All genome sequences have been deposited in the NCBI database under BioProject accession no. PRJNA858671.

ACKNOWLEDGMENTS

We thank the Institut Pasteur teams and Instituto Nacional de Salud Pública de México for the curation and maintenance of BIGSdb-Pasteur databases at http://bigsdb.pasteur.fr/ and the Klebsiella variicola MLST homepage at https://mlstkv.insp.mx/, respectively.

This work was supported by Grants-in-Aid for Scientific Research of Ministry of Education, Culture, Sports, Science and Technology, Japan to S.H. (grant no. 22K08576) and a Kurozumi Medical Foundation Grant to S.H. The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

We declare no conflict of interest.

Contributor Information

Sohei Harada, Email: idharada@gmail.com.

Karen C. Carroll, Johns Hopkins Hospital

REFERENCES

  • 1.Rosenblueth M, Martinez L, Silva J, Martinez-Romero E. 2004. Klebsiella variicola, a novel species with clinical and plant-associated isolates. Syst Appl Microbiol 27:27–35. doi: 10.1078/0723-2020-00261. [DOI] [PubMed] [Google Scholar]
  • 2.Rodríguez-Medina N, Barrios-Camacho H, Duran-Bedolla J, Garza-Ramos U. 2019. Klebsiella variicola: an emerging pathogen in humans. Emerg Microbes Infect 8:973–988. doi: 10.1080/22221751.2019.1634981. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Brisse S, van Himbergen T, Kusters K, Verhoef J. 2004. Development of a rapid identification method for Klebsiella pneumoniae phylogenetic groups and analysis of 420 clinical isolates. Clin Microbiol Infect 10:942–945. doi: 10.1111/j.1469-0691.2004.00973.x. [DOI] [PubMed] [Google Scholar]
  • 4.Berry GJ, Loeffelholz MJ, Williams-Bouyer N. 2015. An investigation into laboratory misidentification of a bloodstream Klebsiella variicola infection. J Clin Microbiol 53:2793–2794. doi: 10.1128/JCM.00841-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Humberto BC, Jesus SS, Elena CA, Luis LA, Josefina DB, Alejandro AV, Elvira GG, Paola BI, Rayo MO, Rigoberto HC, Ulises GR. 2021. PCR system for the correct differentiation of the main bacterial species of the Klebsiella pneumoniae complex. Arch Microbiol 204:73. doi: 10.1007/s00203-021-02668-x. [DOI] [PubMed] [Google Scholar]
  • 6.Garza-Ramos U, Silva-Sánchez J, Martínez-Romero E, Tinoco P, Pina-Gonzales M, Barrios H, Martínez-Barnetche J, Gómez-Barreto RE, Tellez-Sosa J. 2015. Development of a multiplex-PCR probe system for the proper identification of Klebsiella variicola. BMC Microbiol 15:64. doi: 10.1186/s12866-015-0396-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Long SW, Linson SE, Ojeda Saavedra M, Cantu C, Davis JJ, Brettin T, Olsen RJ. 2017. Whole-genome sequencing of human clinical Klebsiella pneumoniae isolates reveals misidentification and misunderstandings of Klebsiella pneumoniae, Klebsiella variicola, and Klebsiella quasipneumoniae. mSphere 2:e00290-17. doi: 10.1128/mSphereDirect.00290-17. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Martínez-Romero E, Rodríguez-Medina N, Beltrán-Rojel M, Silva-Sánchez J, Barrios-Camacho H, Pérez-Rueda E, Garza-Ramos U. 2018. Genome misclassification of Klebsiella variicola and Klebsiella quasipneumoniae isolated from plants, animals and humans. Salud Publica Mex 60:56–62. doi: 10.21149/8149. [DOI] [PubMed] [Google Scholar]
  • 9.Garza-Ramos U, Rodriguez-Medina N, Lozano-Aguirre L, Silva-Sanchez J, Sanchez-Arias M, Rodriguez-Olguin J, Martínez-Romero E. 2021. Klebsiella variicola reference strain F2R9 (ATCC BAA-830) genome sequence. Microbiol Resour Announc 10:e00329-21. doi: 10.1128/MRA.00329-21. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Bridel S, Watts SC, Judd LM, Harshegyi T, Passet V, Rodrigues C, Holt KE, Brisse S. 2021. Klebsiella MALDI TypeR: a web-based tool for Klebsiella identification based on MALDI-TOF mass spectrometry. Res Microbiol 172:103835. doi: 10.1016/j.resmic.2021.103835. [DOI] [PubMed] [Google Scholar]
  • 11.Clinical and Laboratory Standards Institute. 2017. Performance standards for antimicrobial susceptibility testing. CLSI document M100-S27. Clinical and Laboratory Standards Institute, Wayne, PA. [Google Scholar]
  • 12.Compain F, Babosan A, Brisse S, Genel N, Audo J, Ailloud F, Kassis-Chikhani N, Arlet G, Decre D. 2014. Multiplex PCR for detection of seven virulence factors and K1/K2 capsular serotypes of Klebsiella pneumoniae. J Clin Microbiol 52:4377–4380. doi: 10.1128/JCM.02316-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Russo TA, Olson R, Fang C-T, Stoesser N, Miller M, MacDonald U, Hutson A, Barker JH, La Hoz RM, Johnson JR, Backer M, Bajwa R, Catanzaro AT, Crook D, de Almeda K, Fierer J, Greenberg DE, Klevay M, Patel P, Ratner A, Wang J-T, Zola J. 2018. Identification of biomarkers for differentiation of hypervirulent Klebsiella pneumoniae from classical K. pneumoniae. J Clin Microbiol 56:e00776-18. doi: 10.1128/JCM.00776-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Harada S, Aoki K, Yamamoto S, Ishii Y, Sekiya N, Kurai H, Furukawa K, Doi A, Tochitani K, Kubo K, Yamaguchi Y, Narita M, Kamiyama S, Suzuki J, Fukuchi T, Gu Y, Okinaka K, Shiiki S, Hayakawa K, Tachikawa N, Kasahara K, Nakamura T, Yokota K, Komatsu M, Takamiya M, Tateda K, Doi Y. 2019. Clinical and molecular characteristics of Klebsiella pneumoniae isolates causing bloodstream infections in Japan: occurrence of hypervirulent infections in health care. J Clin Microbiol 57:e01206-19. doi: 10.1128/JCM.01206-19. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Rodrigues C, Passet V, Rakotondrasoa A, Brisse S. 2018. Identification of Klebsiella pneumoniae, Klebsiella quasipneumoniae, Klebsiella variicola and related phylogroups by MALDI-TOF mass spectrometry. Front Microbiol 9:3000. doi: 10.3389/fmicb.2018.03000. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Dinkelacker AG, Vogt S, Oberhettinger P, Mauder N, Rau J, Kostrzewa M, Rossen JWA, Autenrieth IB, Peter S, Liese J. 2018. Typing and species identification of clinical Klebsiella isolates by Fourier transform infrared spectroscopy and matrix-assisted laser desorption ionization–time of flight mass spectrometry. J Clin Microbiol 56:e00843-18. doi: 10.1128/JCM.00843-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Farzana R, Jones LS, Rahman MA, Andrey DO, Sands K, Portal E, Watkins WJ, Pervin M, Banerjee M, Walsh TR. 2019. Outbreak of hypervirulent multidrug-resistant Klebsiella variicola causing high mortality in neonates in Bangladesh. Clin Infect Dis 68:1225–1227. doi: 10.1093/cid/ciy778. [DOI] [PubMed] [Google Scholar]
  • 18.Maatallah M, Vading M, Kabir MH, Bakhrouf A, Kalin M, Naucler P, Brisse S, Giske CG. 2014. Klebsiella variicola is a frequent cause of bloodstream infection in the Stockholm area, and associated with higher mortality compared to K. pneumoniae. PLoS One 9:e113539. doi: 10.1371/journal.pone.0113539. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Kiley JL, Mende K, Beckius ML, Kaiser SJ, Carson ML, Lu D, Whitman TJ, Petfield JL, Tribble DR, Blyth DM. 2021. Resistance patterns and clinical outcomes of Klebsiella pneumoniae and invasive Klebsiella variicola in trauma patients. PLoS One 16:e0255636. doi: 10.1371/journal.pone.0255636. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Rodríguez-Medina N, Martínez-Romero E, De la Cruz MA, Ares MA, Valdovinos-Torres H, Silva-Sánchez J, Lozano-Aguirre L, Martínez-Barnetche J, Andrade V, Garza-Ramos U. 2020. A Klebsiella variicola plasmid confers hypermucoviscosity-like phenotype and alters capsule production and virulence. Front Microbiol 11:579612. doi: 10.3389/fmicb.2020.579612. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Barrios-Camacho H, Aguilar-Vera A, Beltran-Rojel M, Aguilar-Vera E, Duran-Bedolla J, Rodriguez-Medina N, Lozano-Aguirre L, Perez-Carrascal OM, Rojas J, Garza-Ramos U. 2019. Molecular epidemiology of Klebsiella variicola obtained from different sources. Sci Rep 9:10610. doi: 10.1038/s41598-019-46998-9. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

All genome sequences have been deposited in the NCBI database under BioProject accession no. PRJNA858671.


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