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. 2024 Feb 19;100(2):70-76.
doi: 10.1136/sextrans-2023-055922.

Modelling the impact of vaccination and sexual behaviour adaptations on mpox cases in the USA during the 2022 outbreak

Affiliations

Modelling the impact of vaccination and sexual behaviour adaptations on mpox cases in the USA during the 2022 outbreak

Patrick A Clay et al. Sex Transm Infect. .

Abstract

Background: The 2022 mpox outbreak has infected over 30 000 people in the USA, with cases declining since mid-August. Infections were commonly associated with sexual contact between men. Interventions to mitigate the outbreak included vaccination and a reduction in sexual partnerships. Understanding the contributions of these interventions to decreasing cases can inform future public health efforts.

Methods: We fit a dynamic network transmission model to mpox cases reported by Washington DC through 10 January 2023. This model incorporated both vaccine administration data and reported reductions in sexual partner acquisition by gay, bisexual or other men who have sex with men (MSM). The model output consisted of daily cases over time with or without vaccination and/or behavioural adaptation.

Results: We found that initial declines in cases were likely caused by behavioural adaptations. One year into the outbreak, vaccination and behavioural adaptation together prevented an estimated 84% (IQR 67% to 91%) of cases. Vaccination alone averted 79% (IQR 64% to 88%) of cases and behavioural adaptation alone averted 25% (IQR 10% to 42%) of cases. We further found that in the absence of vaccination, behavioural adaptation would have reduced the number of cases, but would have prolonged the outbreak.

Conclusions: We found that initial declines in cases were likely caused by behavioural adaptation, but vaccination averted more cases overall and was key to hastening outbreak conclusion. Overall, this indicates that outreach to encourage individuals to protect themselves from infection was vital in the early stages of the mpox outbreak, but that combination with a robust vaccination programme hastened outbreak conclusion.

Keywords: Models, Theoretical; Sexual Behavior; VACCINATION.

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Conflict of interest statement

Competing interests: None declared.

Figures

Figure 1
Figure 1
Model output fit to incident daily cases from Washington DC. Y-axis shows incident (A,B) and cumulative (C,D) cases, over date on the X-axis (Model likelihood was based on incident data in the model fitting process). Black dots represent case reports from Washington DC, while the blue line and band represent median cases and IQRs over 100 fit model parameter sets. For A and C we fit the model while incorporating vaccination and behavioural adaptations, while for B and D we fit the model without incorporating interventions.
Figure 2
Figure 2
Vaccination and behavioural adaptation both reduce estimated cumulative cases and prevalent infections. (A) Y-axis shows model estimates of cumulative cases (ie, individuals who are diagnosed with mpox) over time on the X-axis from 2 June 2022 to 1 June 2023. (B) Y-axis shows prevalent infections over time on the X-axis. Solid lines indicate median values from 100 fit parameter sets, while transparent bands represent IQRs. Colours indicate intervention combinations.
Figure 3
Figure 3
Changing number of administered doses and timing of vaccine administration can influence case reports. Y-axis shows model estimates of cumulative case counts 1 year after cases were introduced to DC, over (A) shifts in the timing of vaccine administration, and (B) per cent change in vaccine doses administered. Solid lines indicate median values from 100 fit parameter sets, while transparent bands represent IQRs. All scenarios shown here include behavioural adaptation.

References

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