Genetic Variation in Neisseria meningitidis Does Not Influence Disease Severity in Meningococcal Meningitis

Neisseria meningitidis causes sepsis and meningitis in humans. It has been suggested that pathogen genetic variation determines variance in disease severity. Here we report results of a genome-wide association study of 486 N. meningitidis genomes from meningococcal meningitis patients and their asso...

Full description

Bibliographic Details
Main Authors: Philip H. C. Kremer, John A. Lees, Bart Ferwerda, Arie van de Ende, Matthijs C. Brouwer, Stephen D. Bentley, Diederik van de Beek
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2020.594769/full
id doaj-cc2bc4d694084b1b9e3dd1bda447ea9c
record_format Article
spelling doaj-cc2bc4d694084b1b9e3dd1bda447ea9c2020-11-25T04:09:46ZengFrontiers Media S.A.Frontiers in Medicine2296-858X2020-11-01710.3389/fmed.2020.594769594769Genetic Variation in Neisseria meningitidis Does Not Influence Disease Severity in Meningococcal MeningitisPhilip H. C. Kremer0John A. Lees1John A. Lees2Bart Ferwerda3Bart Ferwerda4Arie van de Ende5Arie van de Ende6Matthijs C. Brouwer7Stephen D. Bentley8Diederik van de Beek9Department of Neurology, Amsterdam Neuroscience, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, NetherlandsParasites and Microbes, Wellcome Sanger Institute, Cambridge, United KingdomDepartment of Infectious Disease Epidemiology, Medical Research Council Centre for Global Infectious Disease Analysis, Imperial College London, London, United KingdomDepartment of Neurology, Amsterdam Neuroscience, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, NetherlandsDepartment of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, NetherlandsDepartment of Medical Microbiology and Infection Prevention, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, NetherlandsThe Netherlands Reference Laboratory for Bacterial Meningitis, Amsterdam, NetherlandsDepartment of Neurology, Amsterdam Neuroscience, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, NetherlandsParasites and Microbes, Wellcome Sanger Institute, Cambridge, United KingdomDepartment of Neurology, Amsterdam Neuroscience, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, NetherlandsNeisseria meningitidis causes sepsis and meningitis in humans. It has been suggested that pathogen genetic variation determines variance in disease severity. Here we report results of a genome-wide association study of 486 N. meningitidis genomes from meningococcal meningitis patients and their association with disease severity. Of 369 meningococcal meningitis patients for whom clinical data was available, 44 (12%) had unfavorable outcome and 24 (7%) died. To increase power, thrombocyte count was used as proxy marker for disease severity. Bacterial genetic variants were called as k-mers, SNPs, insertions and deletions and clusters of orthologous genes (COGs). Population-level meningococcal genetic variation did not explain variance in disease severity (unfavorable outcome or thrombocyte count) in this cohort (h2 = 0.0%; 95% confidence interval: 0.0–0.9). Genetic variants in the bacterial uppS gene represented the top signal associated with thrombocyte count (p-value = 9.96e-07) but this did not reach statistical significance. We did not find an association between previously published variants in lpxL1, fHbp, and tps genes and unfavorable outcome or thrombocyte count. A power analysis based on simulated phenotypes based on real genetic data from 880 N. meningitidis genomes showed that we would be able to detect a continuous phenotype with h2 > = 0.5 with the population size available in this study. This rules out a major contribution of pathogen genetic variation to disease severity in meningococcal meningitis, and shows that much larger sample sizes are required to find specific low-effect genetic variants modulating disease outcome in meningococcal meningitis.https://www.frontiersin.org/articles/10.3389/fmed.2020.594769/fullseveritygenome-wide association studygenome sequencingNeisseria meningitidisthrombocytes
collection DOAJ
language English
format Article
sources DOAJ
author Philip H. C. Kremer
John A. Lees
John A. Lees
Bart Ferwerda
Bart Ferwerda
Arie van de Ende
Arie van de Ende
Matthijs C. Brouwer
Stephen D. Bentley
Diederik van de Beek
spellingShingle Philip H. C. Kremer
John A. Lees
John A. Lees
Bart Ferwerda
Bart Ferwerda
Arie van de Ende
Arie van de Ende
Matthijs C. Brouwer
Stephen D. Bentley
Diederik van de Beek
Genetic Variation in Neisseria meningitidis Does Not Influence Disease Severity in Meningococcal Meningitis
Frontiers in Medicine
severity
genome-wide association study
genome sequencing
Neisseria meningitidis
thrombocytes
author_facet Philip H. C. Kremer
John A. Lees
John A. Lees
Bart Ferwerda
Bart Ferwerda
Arie van de Ende
Arie van de Ende
Matthijs C. Brouwer
Stephen D. Bentley
Diederik van de Beek
author_sort Philip H. C. Kremer
title Genetic Variation in Neisseria meningitidis Does Not Influence Disease Severity in Meningococcal Meningitis
title_short Genetic Variation in Neisseria meningitidis Does Not Influence Disease Severity in Meningococcal Meningitis
title_full Genetic Variation in Neisseria meningitidis Does Not Influence Disease Severity in Meningococcal Meningitis
title_fullStr Genetic Variation in Neisseria meningitidis Does Not Influence Disease Severity in Meningococcal Meningitis
title_full_unstemmed Genetic Variation in Neisseria meningitidis Does Not Influence Disease Severity in Meningococcal Meningitis
title_sort genetic variation in neisseria meningitidis does not influence disease severity in meningococcal meningitis
publisher Frontiers Media S.A.
series Frontiers in Medicine
issn 2296-858X
publishDate 2020-11-01
description Neisseria meningitidis causes sepsis and meningitis in humans. It has been suggested that pathogen genetic variation determines variance in disease severity. Here we report results of a genome-wide association study of 486 N. meningitidis genomes from meningococcal meningitis patients and their association with disease severity. Of 369 meningococcal meningitis patients for whom clinical data was available, 44 (12%) had unfavorable outcome and 24 (7%) died. To increase power, thrombocyte count was used as proxy marker for disease severity. Bacterial genetic variants were called as k-mers, SNPs, insertions and deletions and clusters of orthologous genes (COGs). Population-level meningococcal genetic variation did not explain variance in disease severity (unfavorable outcome or thrombocyte count) in this cohort (h2 = 0.0%; 95% confidence interval: 0.0–0.9). Genetic variants in the bacterial uppS gene represented the top signal associated with thrombocyte count (p-value = 9.96e-07) but this did not reach statistical significance. We did not find an association between previously published variants in lpxL1, fHbp, and tps genes and unfavorable outcome or thrombocyte count. A power analysis based on simulated phenotypes based on real genetic data from 880 N. meningitidis genomes showed that we would be able to detect a continuous phenotype with h2 > = 0.5 with the population size available in this study. This rules out a major contribution of pathogen genetic variation to disease severity in meningococcal meningitis, and shows that much larger sample sizes are required to find specific low-effect genetic variants modulating disease outcome in meningococcal meningitis.
topic severity
genome-wide association study
genome sequencing
Neisseria meningitidis
thrombocytes
url https://www.frontiersin.org/articles/10.3389/fmed.2020.594769/full
work_keys_str_mv AT philiphckremer geneticvariationinneisseriameningitidisdoesnotinfluencediseaseseverityinmeningococcalmeningitis
AT johnalees geneticvariationinneisseriameningitidisdoesnotinfluencediseaseseverityinmeningococcalmeningitis
AT johnalees geneticvariationinneisseriameningitidisdoesnotinfluencediseaseseverityinmeningococcalmeningitis
AT bartferwerda geneticvariationinneisseriameningitidisdoesnotinfluencediseaseseverityinmeningococcalmeningitis
AT bartferwerda geneticvariationinneisseriameningitidisdoesnotinfluencediseaseseverityinmeningococcalmeningitis
AT arievandeende geneticvariationinneisseriameningitidisdoesnotinfluencediseaseseverityinmeningococcalmeningitis
AT arievandeende geneticvariationinneisseriameningitidisdoesnotinfluencediseaseseverityinmeningococcalmeningitis
AT matthijscbrouwer geneticvariationinneisseriameningitidisdoesnotinfluencediseaseseverityinmeningococcalmeningitis
AT stephendbentley geneticvariationinneisseriameningitidisdoesnotinfluencediseaseseverityinmeningococcalmeningitis
AT diederikvandebeek geneticvariationinneisseriameningitidisdoesnotinfluencediseaseseverityinmeningococcalmeningitis
_version_ 1724421887088394240