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Diversity at the Acinetobacter baumannii K locus: towards a comprehensive in silico database for prediction of capsular polysaccharide types

Johanna J. KenyoniD

Abstract

Acinetobacter baumannii is one of the most critical bacterial pathogens requiring novel approaches for infection control and treatment to curb the spread of highly resistant isolates. Epidemiological surveillance, and the design and application of many non-antibiotic interventions, require rapid and accurate prediction of diverse capsular polysaccharide (CPS) types from whole genome sequence data. The internationally adopted CPS typing system relies on the in-silico detection of CPS biosynthesis genes both in and outside the K locus (KL), utilising a reference sequence database that is compatible with the bioinformatics tool, Kaptive. In this study, 168 novel loci were added to the database following an extensive survey of publicly available A. baumannii genomes and non-redundant sequence entries, bringing the total number of reference sequences to 409 KL and 10 extra-locus genes. All novel loci conformed to the characteristic K locus configuration described previously, with conserved core genes for CPS biosynthesis flanking a central and highly variable region that includes type-specific structural genes. Across the 409 KL, there were 1000 protein clusters. Annotations for 309 novel clusters were curated and validated using a variety of sequence-and structure-based approaches. Most proteins (n=781) were encoded by genes found in [≤]4 KL, consistent with extensive structural diversity of CPS types in A. baumannii as reported previously. However, gene distribution analysis predicted shared structural features, with several KL predicting the same CPS type or K unit. Validation of the updated database against 46,185 publicly available genomes revealed that 32 K loci were present in 87.1% of sequenced isolates, with an overrepresentation of genomes with KL2, KL3, KL18, KL9 or KL22. IMPACT STATEMENTCapsular polysaccharide (CPS) typing is embedded in in-silico genomic approaches utilised for characterisation and epidemiological surveillance of Acinetobacter baumannii isolates. As new information regarding CPS diversity and structures becomes available, continual updates to the integrated typing database are essential to ensure accuracy and endurance as a valuable scientific resource. The rapid expansion of genome data released into public databases, particularly from previously underrepresented geographies and isolation sources in recent years, provided an opportunity to capture further diversity in CPS encoding regions to enhance the utility of the typing database. A total of 168 novel K loci were identified and added to the database, and an analysis of gene distribution across all 409 loci predicted shared CPS features. This work is expected to enhance KL typing and prediction of CPS structural features for studies involving diagnostics, surveillance and therapeutics applications. DATA AVAILABILITYAll genome sequences used in this study are publicly available with details and accession numbers listed in Supplementary Table 1. The updated database with 409 KL and 10 extra-locus reference sequences is freely available at https://github.com/johannajkenyon/Abaumannii_surface_polysaccharide_loci.

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In-depth summary

✦ Multi-agent verified full-text synthesis

Claude Sonnet 4.6 · xhigh effort · 8 Nov 2026 · from the full text of version 1 (21 Jul 2026) · CC BY 4.0

Survey of 46,185 A. baumannii assemblies and NCBI entries added 168 novel capsule loci, expanding the Kaptive typing database to 409 K loci with 1010 annotated protein clusters.

Genome-based capsule typing supports surveillance, diagnostics and therapeutics, but the earlier database held only 241 loci while public genomes and their geographic and source coverage have grown. This update captures that newly sampled diversity and refreshes the typing resources.

Key results

  1. ShownScreening public assemblies with the prior database yielded 163 novel K loci, and 5 more came from NCBI non-redundant entries, giving 168 new loci and 409 in total.

    Of 46,185 assemblies, 35,451 (76.8%) had a contiguous match to a known locus and 9,883 (21.4%) a fragmented match. 163 novel loci came from 778 remaining assemblies, plus 5 from NCBI non-redundant entries; total 409. · Identification of novel CPS biosynthesis genes…

  2. ShownThe updated database assigned a K locus to the large majority of public genomes on rescreening, with few misassignments, and a small set of loci dominated the dataset.

    Rescreen of 46,185 genomes: 43,822 (94.9%) Typeable; 44,227 (95.8%) assigned a KL; 2,356 (5.1%) Untypeable, of which 447 were incorrectly assigned. 32 KL occurring in >200 genomes covered 87.1% of assigned genomes. · Frequency of K loci amongst sequenced A…; DISCUSSION

  3. SuggestedSequence- and structure-based annotation grouped locus-encoded proteins into clusters, many novel, and assigned functions to nearly all; three loci carry genes predicting sugars not yet seen in solved A. baumannii capsules.

    8817 gene products formed 1000 clusters (309 novel), 1010 with the 10 extra-locus genes. TM-score >0.5 to PDB entries for 706 clusters; 213 of 304 of the rest were Wzy polymerases. 16 clusters stayed unassigned. Novel-sugar loci: KL264, KL332, KL363. · Annotation of CPS biosynthesis genes

  4. ShownType-specific capsule genes are highly diverse and mostly rare across loci, whereas a small conserved core is present in every locus.

    Seven core genes (wza, wzb, wzc, galU, ugd, gpi, pgm) occurred in all 409 loci. 781 of 975 (80.1%) type-specific genes were in ≤4 loci and 414 (42.5%) in a single KL. Clusters: 429 glycosyltransferase, 213 Wzy, 117 Wzx. · Frequency and distribution of genes at the K…; Genes for the formation of intra-unit glycosidic…

  5. SuggestedHierarchical clustering on Region 2 gene content identified many locus groups predicted to yield the same capsule or the same repeat unit with different linkages.

    ward.D2 clustering of 409 loci: 119 KL in 53 groups differing only between gpi and pgm; 71 KL in 25 groups differing only in wzy type. More than 330 unique CPS structures were predicted from Region 2 genes alone. · Several K loci predict the same CPS or KU; DISCUSSION

Methods, data and reproducibility

Kaptive v 3.1.0 screened quality-filtered NCBI assemblies for novel loci; candidates were manually curated, clustered at 85% protein identity with PPanGGOLiN, and annotated with Pfam, CAZy and AlphaFold3/Foldseek structure searches.

  • Public A. baumannii genome assemblies from NCBI (taxid 470, 1 Jan 2026), quality-filtered for size, N50, GC content and contig number · Acinetobacter baumannii · n = 47,214 downloaded; 46,185 retained
  • Reference database of K locus sequences (prior plus novel KL242-KL409) and extra-locus genes · Acinetobacter baumannii · n = 409 KL; 10 extra-locus genes
  • Predicted proteins encoded by all K loci, clustered at 85% identity for annotation · Acinetobacter baumannii · n = 8817 gene products; 1010 clusters
  • A320 reference genome used to characterise prophage regions around extra-locus genes · Acinetobacter baumannii · CP032055.1
  • Isolate MC039B genome carrying KL265 with wzyGI2 · Acinetobacter baumannii · n = 1 genome · GCA_045158015.1
Methods & tools
NCBI datasets v 18.5.0, ABRicate, Kaptive v 3.1.0, PPanGGOLiN v 2.2.6, MMseqs2, HMMER v 3.4 with Pfam-A, dbCAN3, TMHMM2.0, AlphaFold v3, Foldseek v 10.941cd33, pygenomeviz v 1.6.1, PHASTEST
Software & environment
Kaptive v 3.1.0; NCBI datasets v 18.5.0; PPanGGOLiN v 2.2.6; HMMER v 3.4; pygenomeviz v 1.6.1; AlphaFold v3; database v 3.3.0 (previous v 3.2.2).
Reproducibility gaps
Genome accessions are only in supplementary tables. No container, compute details or end-to-end analysis scripts are described; the repository holds the database and special logic file.
Limitations (6)
  • Public genomes are biased toward large regional or clonal studies (many from the USA and China); dereplication was not done, limiting inference on capsule prevalence, temporal shifts and resistance associations. · stated by the authors
  • Kaptive misassigned some genomes, mostly because conserved core genes matched other references more closely; users are advised to inspect raw outputs to confirm typing. · stated by the authors
  • Extra-locus genes, insertion sequences and frameshift mutations can add capsule diversity that was not explored in detail, so true diversity is likely higher than locus diversity suggests. · stated by the authors
  • Sixteen protein clusters could not be assigned a role in capsule biosynthesis, and the function of the common gna2 gene remains undetermined. · stated by the authors
  • Functions, novel sugars and shared-capsule groupings are inferred in silico from sequence, AlphaFold3 models and gene content, with no chemical or structural confirmation of capsules from the new loci. · noted in this summary
  • Database performance was assessed by rescreening the same 46,185 genomes used to discover the new loci, so there is no independent test set for typing accuracy. · noted in this summary

Who should read:Read this if you use Kaptive for A. baumannii capsule typing or need gene-level annotation of capsule locus diversity across 409 K loci.

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