Baseline risk of HIV acquisition, that is the incidence of HIV in a population, was a significant driver of cost-effectiveness estimates in this evaluation. This was because differences in baseline risk affect the number of HIV cases in the population and changes the number of cases prevented by existing PrEP options. In the modelling for this evaluation, a higher baseline risk of acquisition resulted in lower cost-effectiveness estimates for cabotegravir, and vice versa. The company's initial model used a value of 4.9 per 100 person-years, but after draft guidance consultation, the company's revised model used a baseline value for HIV acquisition of 3.9 per 100 person-years. This was based on the value reported in the Genitourinary Medicine Clinic Activity Dataset (GUMCAD) for MSM who had a rectal bacterial sexually transmitted infection (STI) and an HIV test in the past 12 months. In its response to draft guidance consultation, the UK Health Security Agency (UKHSA) noted that the company's baseline value for HIV acquisition was based on data from 2014. Modelling evidence calibrated to UKHSA data estimated that HIV incidence among MSM declined significantly between 2014 and 2023. The UKHSA commented that the PrEP Impact Trial assessed HIV incidence among attendees at SHS in England between 2017 and 2020 (Sullivan et al. 2023). The trial reported an incidence of 0.95 per 100 person-years for the overall population of MSM attendees at SHS who tested negative for HIV and did not participate in the trial. Given the scale and design of the trial, the UKHSA considered this to be a robust estimate of current incidence rates among MSM attending SHS. The EAG agreed that 0.95 per 100 person-years was an appropriate value for baseline risk of HIV acquisition, but acknowledged this was highly uncertain.
Ahead of the third committee meeting, additional evidence on baseline risk of HIV acquisition was requested, and was reviewed by the DSU. The DSU explained that after carrying out an independent analysis based on the existing evidence, it supported an estimate of 0.95 per 100 person-years for baseline risk of HIV acquisition in MSM, and as a proxy figure for trans women. It explained that since 2014 there has been a marked decline in HIV acquisitions across the UK, probably because of increased use of antiretrovirals, the introduction of PrEP and more widespread testing for HIV. The clinical experts highlighted that the HIV incidence value from the PrEP Impact Trial was based on those attending SHS only. This does not capture populations with a PrEP need that typically do not engage with SHS. These underserved populations would probably benefit most from cabotegravir if it were recommended as an option for PrEP. The clinical experts also noted that the baseline incidence value of 0.95 per 100 person-years was based on non-trial attendees. Participants in the PrEP Impact Trial were recognised to be at high risk for HIV, so non-trial attendees probably did not meet this criterion. The marketing authorisation for cabotegravir covers people at high risk of sexually acquired HIV. So, they considered that the value for the baseline risk of HIV acquisition would probably be higher than 0.95 per 100 person-years for those eligible for cabotegravir. The company highlighted the latest GUMCAD analysis from the UKHSA. This showed that, in MSM attending SHS services who were not on PrEP and who had a recent rectal bacterial STI in the previous year, the incidence rate in 2022 to 2023 was 1.9 per 100 person-years (95% CI 1.13 to 3.21 per 100 person-years). The company thought that this was still an underestimate because it did not take into account other markers of high risk of acquisition. It explained that the GUMCAD analysis may not account for exposure to oral PrEP during the observed follow up. But, it thought that it was still reasonable to consider this estimate along with the 3.9 per 100 person-years estimate in its base case. The company also highlighted recent stakeholder comments submitted ahead of the third committee meeting, suggesting ranges of 2 to 3 per 100 person-years and 3.9 to 9 per 100 person-years for HIV acquisition. The clinical experts explained that it is possible for people to access oral PrEP at a different centre from where they may have diagnosis and treatment of STIs, which may not be captured in the GUMCAD analysis. The UKHSA explained that the updated analysis from GUMCAD replicated the legacy method from 2014, using the most recent surveillance data from GUMCAD. But it also highlighted that the analysis could not be generalised to all MSM because they may not be engaging with these services. It thought that the estimate of 1.9 per 100 person-years for people not on PrEP may be reasonable. The committee understood that HIV incidence was likely to have substantially decreased since 2014, and that data from 2014 was unlikely to be representative of the current baseline risk. The committee noted that the range of more recent estimates of baseline risk was much lower, and considered the range of more recent values it had been presented with. It also acknowledged the challenges of generating evidence on baseline risk. It acknowledged that the experts viewed 1.9 per 100 person-years as an underestimate of baseline risk of HIV acquisition in MSM and trans women and that this may be higher in clinical practice. It also noted that it had seen lower values and acknowledged the uncertainty around data for baseline risk. The committee concluded that, on balance, it was appropriate to use a baseline HIV acquisition risk of 1.9 per 100 person-years in MSM and trans women in its decision making.