The dynamics and interactions of respiratory pathogen carriage among French pilgrims during the 2018 Hajj
V.-T. Hoang, T.-L. Dao, T. D. A. Ly, K. Belhouchat, K. L. Chaht, J. Gaudart, B. M. Mrenda, T. Drali, S. Yezli, B. Alotaibi, P.-E. Fournier, D. Raoult, P. Parola, V. Pommier de Santi, P. Gautret
Abstract
Respiratory tract infections are frequent among Hajj pilgrims. We conducted this study to describe the dynamics of the acquisition of respiratory pathogens, their potential interactions and risk factors for possible lower respiratory tract infection symptoms (LRTI) among French pilgrims during the 2018 Hajj. Pilgrims from Marseille who were participating in the Hajj were recruited. Each participant underwent four successive systematic nasopharyngeal swabs before and during their stay in Saudi Arabia. Carriage of the main respiratory pathogens was assessed by PCR. 121 pilgrims were included and 93.4% reported respiratory symptoms during the study period. Polymicrobial carriage was observed in 73.8% samples. The acquisition of rhinovirus, coronaviruses and Staphylococcus aureus occurred soon after arrival in Saudi Arabia and rates decreased gradually after days 5 and 6. In contrast, Streptococcus pneumoniae and Klebsiella pneumoniae carriage increased progressively until the end of the stay in Saudi Arabia. Haemophilus influenzae and Moraxella catarrhalis carriage increased starting around days 12 and 13, following an initial clearance. Influenza viruses were rarely isolated. We observed an independent positive mutual association between S. aureus and rhinovirus carriage and between H. influenzae and M. catarrhalis carriage. Dual carriage of H. influenzae and M. catarrhalis was strongly associated with S. pneumoniae carriage (OR = 6.22, 95%CI [2.04-19.01]). Finally, our model showed that M. catarrhalis carriage was negatively associated with K. pneumoniae carriage. Chronic respiratory disease was associated with symptoms of LRTI. K. pneumoniae, M. catarrhalis-S. aureus and H. influenzae-rhinovirus dual carriage was associated with LRTI symptoms. Our data suggest that RTIs at the Hajj are a result of complex interactions between a number of respiratory viruses and bacteria.\n\nAuthor summaryDespite the recommendation to take individual preventive measures to prevent respiratory tract infections, these infections remain common among Hajj pilgrims. Respiratory pathogens acquired during the Hajj are usually studied individually, although in their natural environment they often compete or coexist with multiple microbial species. A better understanding of polymicrobial interactions in the nasopharynx among Hajj pilgrims is important. Our study describes the dynamics of the acquisition of respiratory pathogens and their potential interactions among pilgrims during the Hajj. We found that polymicrobial carriage was observed in most individuals and that some pathogens associated positively while other did not. Some pathogen associations correlated with symptoms of lower respiratory tract infections.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Nontypeable Haemophilus influenzae infection impedes Pseudomonas aeruginosa colonization and persistence in mouse respiratory tract
N. Lindgren, L. Novak, … W. E. Swords·bioRxiv·Aug 5, 2021
- Longitudinal prevalence and co-carriage of pathogens associated with nursing home acquired pneumonia in three long-term care facilities
Ryann N. Whealy, Alexander Roberts, … Viacheslav Y. Fofanov·PLOS Global Public HealthPeer-reviewed·Aug 22, 2025
- Detection of Influenza virus and Streptococcus pneumoniae in air sampled from co-infected ferrets and analysis of their influence on pathogen stability
A. J. French, N. Rockey, … S. Lakdawala·bioRxiv·Feb 24, 2023
- Respiratory viral infection is associated with increased Pseudomonas abundance in cystic fibrosis airways
Yasmin Hilliam, Catherine R. Armbruster, … Jennifer M. Bomberger·ERJ Open ResearchPeer-reviewed·Nov 27, 2025
- Viral etiology of Acute Respiratory Infections in Hospitalized Children in Novosibirsk City, Russia (2013 - 2017)
O. Kurskaya, T. Ryabichenko, … A. Shestopalov·bioRxiv·Jun 21, 2018
- Colonization, translocation, and evolution of opportunistic pathogens during healthcare-associated infections
Martin Fenk, Alexandra Hrdina, … Felix M. Key·bioRxiv·Oct 23, 2025