Seasonal variation of respiratory pathogen colonization in asymptomatic health care professionals: A single-center, cross-sectional, 2-season observational study
Open accessAbstract
BACKGROUND: The purpose of this study was to determine the seasonal variance of potentially pathogenic bacterial and viral organisms in nasopharyngeal specimens obtained from asymptomatic health care professionals (HCPs) during the 2014 winter and summer months. METHODS: Nasopharyngeal specimens from 100 HCPs were collected from Huntsville Hospital (Huntsville, AL) during the winter and from 100 HCPs during the summer. All subjects were tested for 22 viruses and 19 bacteria using Target Enriched Multiplex Polymerase Chain Reaction. Both seasonal cohorts were composed of students, nurses, physicians, and residents. RESULTS: Of the 100 HCPs tested during the winter, 34 subjects were colonized with at least 1 bacterium, and 11 tested positive for at least 1 virus. Methicillin-resistant Staphylococcus aureus (MRSA), Moraxella catarrhalis, and coronavirus were the most frequently detected potentially infectious agents. Of the 100 HCPs tested during the summer, 37 tested positive for at least 1 bacterium, and 4 tested positive for a viral agent. The most prevalent bacteria were MRSA and Klebsiella pneumonia. CONCLUSION: Nasopharyngeal carriage among asymptomatic HCPs was common, but the frequency and presence of potential pathogens varied with each season. Understanding the colonization and infection potential of upper respiratory organisms is important, particularly for viruses. Although asymptomatic HCPs certainly harbor a number of different potentially infectious agents, future studies are needed to determine whether colonized pathogens are transmitted or initiate infection in at-risk patient populations.
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In contrast, of the 100 subjects tested during the summer, 37 harbored at least one bacterium (mainly MRSA and K. pneumoniae) and four tested positive for one virus.
“In contrast, of the 100 subjects tested during the summer, 37 harbored at least one bacterium (mainly MRSA and K. pneumoniae) and four tested positive for one virus (116).”
From Respiratory viral infection-induced microbiome alterations and secondary bacterial pneumonia. (2018) · cites this paper as [116]
The most frequently detected pathogens were methicillin-resistant Staphylococcus aureus (MRSA), M. catarrhalis, and coronavirus.
“The most frequently detected pathogens were methicillin-resistant Staphylococcus aureus (MRSA), M. catarrhalis, and coronavirus.”
From Respiratory viral infection-induced microbiome alterations and secondary bacterial pneumonia. (2018) · cites this paper as [116]
An investigation of the frequency and seasonal variation in bacterial and viral load in asymptomatic healthcare professionals during the winter and summer months showed that of the 100 subjects tested during the winter, 34 were colonized with at least one bacterial species and 11 tested positive for at least one virus.
“An investigation of the frequency and seasonal variation in bacterial and viral load in asymptomatic healthcare professionals during the winter and summer months showed that of the 100 subjects tested during the winter, 34 were colonized with at least one bacterial species and 11 tested positive for at least one virus.”
From Respiratory viral infection-induced microbiome alterations and secondary bacterial pneumonia. (2018) · cites this paper as [116]
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Cites
Hospital Epidemiology and Infection Control in Acute-Care Settings
Sydnor, E. R. M., & Perl, T. M. (2011) · Clinical Microbiology Reviews · doi:10.1128/cmr.00027-10 · Cited by 652 · see citing works
Seasonal infectious disease epidemiology
Grassly, N. C., & Fraser, C. (2006) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2006.3604 · Cited by 574 · cited 1× · see citing works
“Seasonal variation of infectious disease rates is a common phenomenon that is clearly manifested when temperatures are at extremes; consequently, there may be seasonality of colonization levels and commensal relationships of pathogens in asymptomatic individuals. 4 By elucidating changes in pathogen colonization rates…”
BackgroundCommunity-Acquired Klebsiella pneumoniae Bacteremia: Global Differences in Clinical Patterns
Ko, W., Paterson, D. L., Sagnimeni, A. J., Hansen, D. S., von Gottberg, A., Mohapatra, S., Casellas, J. M., Goossens, H., Mülazımoğlu, L., Trenholme, G. M., et al. (2002) · Emerging infectious diseases · doi:10.3201/eid0802.010025 · Cited by 566 · see citing works
Pneumonia Caused by Methicillin‐Resistant Staphylococcus aureus
Rubinstein, E., Kollef, M. H., & Nathwani, D. (2008) · Clinical Infectious Diseases · doi:10.1086/533594 · Cited by 313 · see citing works
Moraxella catarrhalis in Chronic Obstructive Pulmonary Disease
Murphy, T. F., Brauer, A. L., Grant, B. J. B., & Sethi, S. (2005) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200412-1747oc · Cited by 284 · see citing works
Microbial Interactions during Upper Respiratory Tract Infections
Pettigrew, M. M., Gent, J. F., Revai, K., Patel, J. A., & Chonmaitree, T. (2008) · Emerging infectious diseases · doi:10.3201/eid1410.080119 · Cited by 201 · see citing works
Asensio, Á., Oliver, A., Diego, P. G., Baquero, F., Pérez-Díaz, J. C., Ros, P., Cobo, J., Palacios, M., Lasheras, D., & Cantón, R. (2000) · Clinical Infectious Diseases · doi:10.1086/313590 · Cited by 187 · see citing works
Rapidly Fatal Outcome of Bacteremic Klebsiella pneumoniae Pneumonia in Alcoholics
Jong, G.-M., Hsiue, T., Chen, C.-R., Chang, H.-Y., & Chen, C.-W. (1995) · CHEST Journal · doi:10.1378/chest.107.1.214 · Cited by 161 · see citing works
Seasonal Variation inKlebsiella pneumoniaeBloodstream Infection on 4 Continents
Anderson, D. J., Richet, H., Chen, L. F., Spelman, D. W., Hung, Y.-J., Huang, A. T., Sexton, D. J., & Raoult, D. (2008) · The Journal of Infectious Diseases · doi:10.1086/527486 · Cited by 107 · see citing works
Primordial soup or vinaigrette: did the RNA world evolve at acidic pH?
Bernhardt, H. S., & Tate, W. P. (2012) · Biology Direct · doi:10.1186/1745-6150-7-4 · Cited by 104 · see citing works
Respiratory microbiota: addressing clinical questions, informing clinical practice
Rogers, G. B., Shaw, D., Marsh, R. L., Carroll, M. P., Serisier, D. J., & Bruce, K. D. (2015) · Thorax · doi:10.1136/thoraxjnl-2014-205826 · Cited by 96 · see citing works
Competition-colonization dynamics in an RNA virus
Ojosnegros, S., Beerenwinkel, N., Tibor Antal, A., Nowak, M. A., Escarmı́s, C., & Domingo, E. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0909787107 · Cited by 67 · see citing works
Ejlertsen, T., Thisted, E., Ebbesen, F., Olesen, B. R. S., & Renneberg, J. (1994) · Journal of Infection · doi:10.1016/s0163-4453(94)94979-4 · Cited by 64 · see citing works
Moraxella catarrhalis – Pathogen or Commensal?
Aebi, C. (2010) · Advances in experimental medicine and biology · doi:10.1007/978-1-4419-7185-2_9 · Cited by 60 · see citing works
Increased pharyngeal bacterial colonization during viral illness
Ramirez-Ronda, C. H. (1981) · Archives of Internal Medicine · doi:10.1001/archinte.141.12.1599 · Cited by 56 · see citing works
Panton-Valentine Leukocidin–producing Staphylococcus aureus
Adler, A., Temper, V., Block, C. S., Abramson, N., & Moses, A. E. (2006) · Emerging infectious diseases · doi:10.3201/eid1211.060726 · Cited by 46 · see citing works
Increased Pharyngeal Bacterial Colonization During Viral Illness
Ramirez-Ronda, C. H. (1981) · Archives of Internal Medicine · doi:10.1001/archinte.1981.00340130043013 · Cited by 46 · see citing works
Outbreak of Moraxella catarrhalis in a respiratory unit.
Richards, S. J., Greening, A. P., Enright, M. C., MORGAN, M. G., & McKenzie, H. (1993) · Thorax · doi:10.1136/thx.48.1.91 · Cited by 45 · see citing works
Bradley, S. (2006) · Clinical Infectious Diseases · doi:10.1086/510395 · Cited by 41 · see citing works
Fighting the SARS Epidemic in Taiwan
Tzeng, H. (2003) · JONA The Journal of Nursing Administration · doi:10.1097/00005110-200311000-00005 · Cited by 37 · see citing works
Filippa, N., Carricajo, A., Grattard, F., Fascia, P., Sayed, F. E., Defilippis, J. P., Berthelot, P., & Aubert, G. (2013) · Annals of Intensive Care · doi:10.1186/2110-5820-3-18 · Cited by 35 · see citing works
Simor, A. E., & Loeb, M. B. (2004) · Canadian Journal of Infectious Diseases and Medical Microbiology · doi:10.1155/2004/531434 · Cited by 28 · see citing works
Spaniol, V., Troller, R., & Aebi, C. (2009) · The Journal of Infectious Diseases · doi:10.1086/644640 · Cited by 25 · see citing works
Ho, H., Chang, M.-S., Wei, T., Hsieh, W.-S., Hung, C.-C., Yang, H.-M., & Lu, Y. (2006) · CHEST Journal · doi:10.1378/chest.129.1.95 · Cited by 24 · see citing works
Bacterial interference in upper respiratory tract infections: A systematic review
Benninger, M. S., Brook, I., Bernstein, J. M., Casey, J. R., Roos, K., Marple, B. F., & Farrar, J. R. (2011) · American Journal of Rhinology and Allergy · doi:10.2500/ajra.2011.25.3594 · Cited by 21 · see citing works
Community-acquired Klebsiella pneumoniae liver abscess: the London experience
Moore, L. S. P., Clarke, I. L., Donaldson, H., & Azadian, B. S. (2013) · Infection · doi:10.1007/s15010-013-0520-1 · Cited by 7 · see citing works
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Respiratory viral infection-induced microbiome alterations and secondary bacterial pneumonia.
Hanada, S., Pirzadeh, M., Carver, K. Y., & Deng, J. C. (2018) · Frontiers in Immunology · doi:10.3389/fimmu.2018.02640 · Cited by 495 · see citing works
Composition and immunological significance of the upper respiratory tract microbiota
Schenck, L. P., Surette, M. G., & Bowdish, D. M. E. (2016) · FEBS Letters · doi:10.1002/1873-3468.12455 · Cited by 105 · see citing works
The Upper Airway Microbiota, Environmental Exposures, Inflammation, and Disease
Elgamal, Z., Singh, P., & Geraghty, P. M. (2021) · Medicina · doi:10.3390/medicina57080823 · Cited by 39 · see citing works
Tang, J., Chen, J., He, T., Jiang, Z., Zhou, J., Hu, B., & Yang, S. (2019) · BMC Infectious Diseases · doi:10.1186/s12879-018-3662-z · Cited by 31 · see citing works
Panel 7 – Pathogenesis of otitis media – a review of the literature between 2015 and 2019
Thornton, R. B., Håkansson, A., Hood, D. W., Nokso‐Koivisto, J., Preciado, D. A., Riesbeck, K., Richmond, P., Su, Y., Swords, W. E., & Brockman, K. L. (2019) · International Journal of Pediatric Otorhinolaryngology · doi:10.1016/j.ijporl.2019.109838 · Cited by 26 · see citing works
Pan, H., Huang, Y., Chen, C., Huang, F., Ting, P.-J., Huang, J., Chiu, C., Lin, T., & Chen, P.-Y. (2017) · Journal of Microbiology Immunology and Infection · doi:10.1016/j.jmii.2016.08.020 · Cited by 16 · see citing works
Gabrilovich, M. I., Huff, M., McMillen, S. M., & Quinter, C. (2016) · Journal of Bronchology & Interventional Pulmonology · doi:10.1097/lbr.0000000000000314 · Cited by 12 · see citing works
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Sun, T., Yu, H., & Fu, J. (2021) · Frontiers in Pediatrics · doi:10.3389/fped.2021.762545 · Cited by 12 · see citing works
Impact of respiratory viruses in the neonatal intensive care unit
Shui, J. E., Messina, M., Hill-Ricciuti, A. C., Maykowski, P., Leone, T. A., Sahni, R., Isler, J. R., & Saiman, L. M. (2018) · Journal of Perinatology · doi:10.1038/s41372-018-0197-5 · Cited by 12 · see citing works
Willems, E., Gloerich, J., Suppers, A., van der Flier, M., van den Heuvel, L. P., van de Kar, N. C. A. J., Philipsen, R. H. L. A., van Dael, M. F. P., Kaforou, M., Wright, V. J., et al. (2023) · iScience · doi:10.1016/j.isci.2023.107257 · Cited by 8 · see citing works
Beury, D., Fléchon, L., Maurier, F., Caboche, S., Varré, J., Touzet, H., Faure, K., Dubuisson, J., Hot, D., Guery, B. P., et al. (2019) · Journal of Clinical Virology · doi:10.1016/j.jcv.2019.104206 · Cited by 7 · see citing works
Miyahara, R., Suzuki, M., Morimoto, K., Chang, B., Yoshida, S., Yoshinaga, S., Kitamura, M., Chikamori, M., Oishi, K., Kitamura, T., et al. (2018) · Infection Control and Hospital Epidemiology · doi:10.1017/ice.2018.56 · Cited by 5 · see citing works
Airway sensory systems: breathing new life into microbiota-brain communication
Mann‐Nüttel, R., Armbruster, M., Mandal, S., & Forsythe, P. (2025) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2025.1632805 · Cited by 4 · see citing works
Approche syndromique multiplexe en réanimation
Visseaux, B., & Armand-Lefèvre, L. (2019) · Médecine Intensive Réanimation · doi:10.3166/rea-2019-0109 · Cited by 3 · see citing works
Adar, A., Shalitin, S., Eyal, O., Loewenthal, N., Pinhas‐Hamiel, O., Zuckerman‐Levin, N., Dally-Gottfried, O., Landau, Z., Zung, A., Levy‐Khademi, F., et al. (2020) · Diabetes/Metabolism Research and Reviews · doi:10.1002/dmrr.3318 · Cited by 3 · see citing works
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Slimmen, L. J. M., Janssens, H. M., van Rossum, A. M. C., & Unger, W. W. J. (2021) · Pathogens · doi:10.3390/pathogens10080945 · Cited by 3 · see citing works
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Diouf, F. S., Alou, M. T., Bassène, H., Cortaredona, S., Diatta, G., Raoult, D., Sokhna, C., & Lagier, J. (2024) · Journal of Infection and Public Health · doi:10.1016/j.jiph.2024.03.020 · Cited by 2 · see citing works
Arntzen, V. H., Feenstra, S. G., Benincà, E., Le, T.-N., Mascini, E. M., Nabuurs-Franssen, M. H., Voß, A., Marik, A. M., Jong, E., Silvis, W., et al. (2023) · medRxiv · doi:10.1101/2023.05.01.23289266 · Cited by 1 · see citing works
Prevention measures and suppression of coxsackie virus infection in health institutions
Stanisavljević, S., & Kekuš, D. (2017) · Sestrinska rec · doi:10.5937/sestrec1774006s
Bassène, H., Edouard, S., Diatta, G., Lagier, J., Mediannikov, O., Fenollar, F., Diallo, A., Ba, E. H., Raoult, D., Parola, P., et al. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/502575
de Almeida, J. A., de Barros, C. E., Ayres, G. H. D. S., Silva, M. H. E., Santos, A. L., Batista, M. A., Gomes, R. P., Filho, A. R. G., Braga, C. A. D. S. B., Wastowski, I. J., et al. (2020) · doi:10.21203/rs.2.23521/v2
de Almeida, J. A., de Barros, C. E., Ayres, G. H. D. S., Silva, M. H. E., de Oliveira, C. G., Santos, A. L., Júnior, M. A. B. D. C., Braga, C. A. D. S. B., Carneiro, L. C., Wastowski, J., et al. (2022) · Brazilian Journal of Development · doi:10.34117/bjdv8n12-285
Aspects of acute otitis media etiology and pathogenesis
Ungureanu, V. (2023) · Medic ro · doi:10.26416/med.154.4.2023.8711
Aetiology of acute respiratory infection in Vientiane, Lao PDR, from a case–control study
Hart, J., Dance, D. A. B., Vilivong, K., Bounkhoun, T., Phommachan, S., Lim, R., Lai, J., Morpeth, M., Satzke, C., Mayxay, M., et al. (2026) · Scientific Reports · doi:10.1038/s41598-026-41321-9
Mathé, P., Graw, K., Matzarakis, A., Maros, M. E., Tobys, D., Kohlmorgen, B., Käding, N., Peter, S., Seifert, H., Gastmeier, P., et al. (2026) · PLoS ONE · doi:10.1371/journal.pone.0352186
Chin, Y.-C., Lee, T.-F., Huang, Y.-T., Ho, S., Hu, Y.-L., Yen, T., Huang, K., Lu, C., Huang, L., & Chang, L. (2026) · Journal of Microbiology Immunology and Infection · doi:10.1016/j.jmii.2026.08.006
Siwińska, N., Długopolska, D., Żak, A., Paszkowska, M., Rudzki, P., Kumiega, E., & Bogucka, A. (2026) · Journal of Veterinary Research · doi:10.2478/jvetres-2026-0053
- Authors
- Hassoun, A., Huff, M. D., Weisman, D., Chahal, K., Asis, E., Stalons, D., Grigorenko, E., Green, J., Malone, L. L., Clemmons, S., & Lu, S.
- Affiliations
- University of Massachusetts Boston (US)
- University of Alabama (US)
- Universal Sensors (United States) (US)
- Corresponding author
- Huff, Matthew D.
- Venue
- American Journal of Infection Control
- Publisher
- Elsevier BV
- Published
- 2015-08
- Volume
- 43
- Issue
- 8
- Pages
- 865-870
- ISSN
- 0196-6553 (ISSN-L)
- PMC
- PMC7115326
- OpenAlex
- W1656458980
- Cited by
- 28
- References
- 25
- Citations by year
- 2026: 4 · 2025: 1 · 2024: 1 · 2023: 4 · 2022: 1 · 2021: 3 · 2020: 2 · 2019: 4 · 2018: 4 · 2017: 2 · 2016: 2
- FWCI
- 2.09
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- American Journal of Infection Control (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Epidemiology › Respiratory viral infections research
- Health Sciences › Medicine › Infectious Diseases › Infection Control in Healthcare
- Health Sciences › Medicine › Epidemiology › Pneumonia and Respiratory Infections
- Keywords
- seasonal variation, nasopharyngeal carriage, methicillin-resistant Staphylococcus aureus, Moraxella catarrhalis, Klebsiella pneumoniae, coronavirus, respiratory viruses, respiratory tract bacteria, hospital staff
- MeSH terms
- Adult, Alabama, Bacterial Infections, Moraxella catarrhalis, Carrier State, Cross Infection, Cross-Sectional Studies, Female, Health Personnel, Hospitals, Humans, Klebsiella, Male, Middle Aged, Nasopharynx, Respiratory Tract Infections, Seasons, Staphylococcus aureus, Virus Diseases, Coronavirus, Young Adult
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