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Updated: Jan 12, 2026

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Genetic population structure of Haemophilus influenzae at local and global scales
Neil MacAlasdair1,2, Anna K Pöntinen1, Clare Ling3,4
1Department of Biostatistics, University of Oslo, Oslo, Norway.
Abstract:
Haemophilus influenzae is an opportunistic bacterial pathogen that causes both non-invasive and invasive disease in humans. Although the H. influenzae type b vaccine can reduce invasive disease, it is not effective against non-b serotypes or unencapsulated non-typeable H. influenzae (NTHi). The genetic population structure of H. influenzae, especially NTHi, which is typically prevalent in lower- and middle-income countries, is unclear. Here we whole-genome sequenced 4,474 isolates of H. influenzae from an unvaccinated paediatric carriage and pneumonia cohort from the Maela camp for displaced persons in northwestern Thailand. Despite no H. influenzae type b immunization, serotype b was uncommon, whereas 92.4% of the isolates were NTHi. Most multidrug-resistant lineages were NTHi, and there were no lineages enriched among disease samples. Incorporating 5,976 published genomes revealed a highly admixed population structure, low core genome nucleotide diversity and evidence of pervasive negative selection. Our findings expand our understanding of this major pathogen in lower- and middle-income countries and at a global scale.
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