Investigation and response to an outbreak of mpox cases linked to a high-risk group event in Southeast Queensland in May 2024
DOI:
https://doi.org/10.33321/cdi.2026.50.004Keywords:
infectious diseases, public health, sexually transmitted infections, emerging infectious diseases, applied epidemiology, virologyAbstract
Objective
The primary aim of this paper is to describe the outbreak investigation and public health response to a cluster of mpox cases that occurred in Southeast Queensland; and to investigate transmission dynamics to inform contact management.
Background
The transmission of mpox in Australia has continued to circulate among the men who have sex with men community, since the declaration of the global outbreak of clade IIb in 2022. In May 2024, an outbreak investigation was carried out following the admission of an mpox case to a Queensland hospital, which precipitated a response coordinated by two metropolitan public health units (Metro North and Metro South) in Brisbane.
Methods
A prospective cohort study was conducted to follow up attendees of an intimate group event over a 21-day period. From 21 event attendees, 16 were able to be contacted by public health clinicians, and were included in the cohort. Case histories and their respective contacts were identified and classified as high, medium or low risk. Descriptive statistics were conducted, and relative risk was determined for developing infection after attendance at the group event, when accounting for the level of vaccination against mpox. Whole genome sequencing was performed on collected pathology specimens, and phylogenetic analysis was conducted to support epidemiological investigations.
Findings
A total of ten cases of mpox were detected, among a cohort of 16 males with differing levels of vaccination. Transmission of mpox occurred exclusively among high-risk contacts; no transmission was observed to medium- or low-risk contacts. Laboratory investigations revealed that all cases were of human MPXV clade IIb. Complete vaccination was a protective factor against development of mpox (relative risk = 0.33; 95% confidence interval: 0.06–1.88), compared with partial or no vaccination, after attendance at the high-risk exposure event.
This outbreak resulted in 34 contacts, of which one high-risk contact became a secondary case. Findings from this investigation suggest there is less urgency for follow-up of household contacts and other medium- and low-risk contacts of mpox, compared with high-risk contacts. Fostering a rapport during telephone interviews with cases and contacts was found to be crucial to the overall attainment of accurate case histories, highlighting the need for the development of trust when interacting with members of priority groups. This outbreak investigation describes a comprehensive public health response attributed to the coordination of a range of public health workers in the Southeast Queensland area.
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References
Kuehn R, Fox T, Guyatt G, Lutje V, Gould S. Infection prevention and control measures to reduce the transmission of mpox: a systematic review. PLOS Glob Public Health. 2024;4(1):e0002731. doi: https://doi.org/10.1371/journal.pgph.0002731.
Isidro J, Borges V, Pinto M, Sobral D, Santos JD, Nunes A et al. Phylogenomic characterization and signs of microevolution in the 2022 multi-country outbreak of monkeypox virus. Nat Med. 2022;28(8):1569–72. doi: https://doi.org/10.1038/s41591-022-01907-y.
Sah R, Abdelaal A, Reda A, Katamesh BE, Manirambona E, Abdelmonem H et al. Monkeypox and its possible sexual transmission: where are we now with its evidence? Pathogens. 2022;11(8):924. doi: https://doi.org/10.3390/pathogens11080924.
Thornhill JP, Barkati S, Walmsley S, Rockstroh J, Antinori A, Harrison LB et al. Monkeypox virus infection in humans across 16 countries – April–June 2022. N Engl J Med. 2022;387(8):679–91. doi: https://doi.org/10.1056/NEJMoa2207323.
Patel A, Bilinska J, Tam JCH, Da Silva Fontoura D, Mason CY, Daunt A et al. Clinical features and novel presentations of human monkeypox in a central London centre during the 2022 outbreak: descriptive case series. BMJ. 2022;378:e072410. doi: https://doi.org/10.1136/bmj-2022-072410.
Tarín-Vicente EJ, Alemany A, Agud-Dios M, Ubals M, Suñer C, Antón A et al. Clinical presentation and virological assessment of confirmed human monkeypox virus cases in Spain: a prospective observational cohort study. Lancet. 2022;400(10353):661–9. doi: https://doi.org/10.1016/S0140-6736(22)01436-2.
Català A, Clavo-Escribano P, Riera-Monroig J, Martín-Ezquerra G, Fernandez-Gonzalez P, Revelles-Peñas L et al. Monkeypox outbreak in Spain: clinical and epidemiological findings in a prospective cross-sectional study of 185 cases. Br J Dermatol. 2022;187(5):765–72. doi: https://doi.org/10.1111/bjd.21790.
Gupta AK, Talukder M, Rosen T, Piguet V. Differential diagnosis, prevention, and treatment of mpox (monkeypox): a review for dermatologists. Am J Clin Dermatol. 2023;24(4):541–56. doi: https://doi.org/10.1007/s40257-023-00778-4.
Mitjà O, Ogoina D, Titanji BK, Galvan C, Muyembe JJ, Marks M et al. Monkeypox. Lancet. 2023;401(10370):60–74. doi: https://doi.org/10.1016/S0140-6736(22)02075-X.
Raccagni AR, Castagna A, Nozza S. Detection of mpox virus in seminal fluids: implications for sexual transmission. New Microbiol. 2024;46(4):317–21.
Barboza JJ, León-Figueroa DA, Saldaña-Cumpa HM, Valladares-Garrido MJ, Moreno-Ramos E, Sah R et al. Virus identification for monkeypox in human seminal fluid samples: a systematic review. Trop Med Infect Dis. 2023;8(3):173. doi: https://doi.org/10.3390/tropicalmed8030173.
Queensland State Government Register of Legislation (Queensland Legislation). Public Health Act 2005. [Legislation.] Brisbane: Queensland Legislation; 2024. Available from: https://www.legislation.qld.gov.au/view/html/inforce/current/act-2005-048.
Liyanage R, Lusk J. Mpox and primary syphilis co-infection in a newly arrived traveller from South America. Med J Aust. 2023;219(3):101–2. doi: https://doi.org/10.5694/mja2.52005.
Queensland State Government Department of Health (Queensland Health). Notifiable Conditions System. [Internet.] Brisbane: Queensland Health; 2024. Available from: https://nocs.wdc.qlh.sunquestaws.com/NOCSWCUI/pages/search/sys_search.aspx.
Australian Government Department of Health and Aged Care, Communicable Diseases Network Australia (CDNA). Monkeypox Virus Infection – CDNA Interim National Guidelines for Public Health Units, v2.0. Canberra: Australian Government Department of Health and Aged Care; 8 September 2022. Available from: https://www.health.gov.au/resources/publications/monkeypox-virus-infection-cdna-national-guidelines-for-public-health-units.
Australian Government Department of Health, Disability and Ageing. Australian Technical Advisory Group on Immunisation (ATAGI). [Webpage.] Canberra: Australian Government Department of Health, Disability and Ageing; 28 January 2025. Available from: https://www.health.gov.au/committees-and-groups/atagi.
Queensland Health. Mpox Case Report Form. Brisbane: Queensland Health; 2024. Available from: https://www.health.qld.gov.au/__data/assets/pdf_file/0031/1159177/cr-monkeypox.pdf.
Dalton AF, Diallo AO, Chard AN, Moulia DL, Deputy NP, Fothergill A et al. Estimated effectiveness of JYNNEOS vaccine in preventing mpox: a multijurisdictional case-control study – United States, August 19, 2022–March 31, 2023. MMWR Morb Mortal Wkly Rep. 2023;72(20):553–8. doi: https://doi.org/10.15585/mmwr.mm7220a3.
Rani I, Satapathy P, Goyal A, Shamim MA, Pal A, Squitti R et al. Viral loads in skin samples of patients with monkeypox virus infection: a systematic review and meta-analysis. Viruses. 2023;15(6):1386. doi: https://doi.org/10.3390/v15061386.
Paran N, Yahalom-Ronen Y, Shifman O, Lazar S, Ben-Ami R, Yakubovsky M et al. Monkeypox DNA levels correlate with virus infectivity in clinical samples, Israel, 2022. Euro Surveill. 2022;27(35):2200636. doi: https://doi.org/10.2807/1560-7917.ES.2022.27.35.2200636.
Lim CK, McKenzie C, Deerain J, Chow EPF, Towns J, Chen MY et al. Correlation between monkeypox viral load and infectious virus in clinical specimens. J Clin Virol. 2023;161:105421. doi: https://doi.org/10.1016/j.jcv.2023.105421.
Gong Q, Wang C, Chuai X, Chiu S. Monkeypox virus: a re-emergent threat to humans. Virol Sin. 2022;37(4):477–82. doi: https://doi.org/10.1016/j.virs.2022.07.006.
Jezek Z, Marennikova SS, Mutumbo M, Nakano JH, Paluku KM, Szczeniowski M. Human monkeypox: a study of 2,510 contacts of 214 patients. J Infect Dis. 1986;154(4):551–5. doi: https://doi.org/10.1093/infdis/154.4.551.
Bertran M, Andrews N, Davison C, Dugbazah B, Boateng J, Lunt R et al. Effectiveness of one dose of MVA-BN smallpox vaccine against mpox in England using the case-coverage method: an observational study. Lancet Infect Dis. 2023;23(7):828–35. doi: https://doi.org/10.1016/S1473-3099(23)00057-9.
Amanna IJ, Slifka MK, Crotty S. Immunity and immunological memory following smallpox vaccination. Immunol Rev. 2006;211(1):320–37. doi: https://doi.org/10.1111/j.0105-2896.2006.00392.x.
Heffernan JM, Keeling MJ. Implications of vaccination and waning immunity. Proc Biol Sci. 2009;276(1664):2071–80. doi: https://doi.org/10.1098/rspb.2009.0057.
Huang Y, Mu L, Wang W. Monkeypox: epidemiology, pathogenesis, treatment and prevention. Signal Transduct Target Ther. 2022;7(1):373. doi: https://doi.org/10.1038/s41392-022-01215-4.
Miura F, van Ewijk CE, Backer JA, Xiridou M, Franz E, Op de Coul E et al. Estimated incubation period for monkeypox cases confirmed in the Netherlands, May 2022. Euro Surveill. 2022;27(24):2200448. doi: https://doi.org/10.2807/1560-7917.ES.2022.27.24.2200448.
Akingbola A, Adegbesan CA, Adewole O, Idahor C, Odukoya T, Nwaeze E et al. Understanding the resurgence of mpox: key drivers and lessons from recent outbreaks in Africa. Trop Med Health. 2025;53(1):47. doi: https://doi.org/10.1186/s41182-024-00678-1.
Beiras CG, Malembi E, Escrig-Sarreta R, Ahuka S, Mbala P, Mavoko HM et al. Concurrent outbreaks of mpox in Africa—an update. Lancet. 2025;405(10472):86–96. doi: https://doi.org/10.1016/S0140-6736(24)02353-5.
World Health Organization (WHO). Laboratory testing for the monkeypox virus: interim guidance, 23 May 2022. Geneva: WHO; 23 May 2022. Available from: https://www.who.int/publications/i/item/WHO-MPX-laboratory-2022.1.
Ribeiro da Silva SJ, Kohl A, Pena L, Pardee K. Clinical and laboratory diagnosis of monkeypox (mpox): current status and future directions. iScience. 2023;26(6):106759. doi: https://doi.org/10.1016/j.isci.2023.106759.
Allan-Blitz LT, Gandhi M, Adamson P, Park I, Bolan G, Klausner JD. A position statement on mpox as a sexually transmitted disease. Clin Infect Dis. 2022;76(8):1508–12. doi: https://doi.org/10.1093/cid/ciac960.
Zhou Y, Chen Z. Mpox: a review of laboratory detection techniques. Arch Virol. 2023;168(8):221. doi: https://doi.org/10.1007/s00705-023-05848-w.
Australian Government Department of Health, Disability and Ageing, Communicable Diseases Network Australia (CDNA). Mpox – CDNA National Guidelines for Public Health Units. Canberra: Australian Government Department of Health, Disability and Ageing; 14 October 2024. Available from: https://www.health.gov.au/resources/publications/mpox-cdna-national-guidelines-for-public-health-units.
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