In its original base case, the company used EQ‑5D‑3L data from DREAMM-8 to derive health-state utilities. It assumed that health-related quality of life in the 'progression free on-treatment' health state varied by treatment. For all comparators, it assumed that the utility value for the 'progression free on-treatment' health state was the same as the utility value from the Pom‑Bor‑Dex group in DREAMM‑8. For the 'progression free on-treatment' health state, the company used a higher utility value for the Bel‑Pom‑Dex group than the comparators. For the 'progression free off-treatment' health state, the company used the pooled 'progression free on-treatment' utility value and applied it to all treatments. For the 'progressed-disease' health state, the company used the pooled utility value from the Pom‑Bor‑Dex group and Bel‑Pom‑Dex group in DREAMM‑8 and applied it to all treatments. The company considers the values to be confidential, so they cannot be reported here.
The EAG thought that it was implausible for belantamab mafodotin to have a higher 'progression free on-treatment' utility value than its comparators. This was because of the eye-related adverse events, likely not captured by the generic EQ‑5D‑3L (see section 3.9). It also thought that the pooled 'progression free off-treatment' and 'progressed-disease' utility values were not appropriate. This was because they included data from the Pom‑Bor‑Dex group, which was not a relevant comparator. The EAG noted that the DREAMM‑8 data comprised a population in which only 53% had treatment at second line. So, it preferred to use the company's scenario that applied utility values from one of the comparators, Dar‑Bor‑Dex (see TA897). The EAG noted that these utility values were derived from a fully second-line population, and applied them to all treatments. For the 'progression free on and off-treatment' health states, it applied a utility value of 0.737. For the 'progressed-disease' health state, it applied a value of 0.665, which it noted was similar to the value derived from DREAMM‑8.
The company had noted a higher incidence of eye-related adverse events in the Bel‑Pom‑Dex group. But it explained there was no difference in overall health-related quality of life, as measured by the EQ‑5D‑3L between the treatment groups over time in DREAMM‑8 (see section 3.9). The company explained that it modelled a treatment-specific progression free on-treatment utility because of a statistically significant coefficient in the linear regression utility model. The committee acknowledged this, but it highlighted that there was no interaction term between Bel‑Pom‑Dex and the progression free health state. It explained that the interaction term would be necessary to claim that quality of life is different with a given treatment in a given state. It noted that the company had also fitted a simpler model that did not assume a difference by treatment. This had an objectively better fit to the data (judged by quasi-likelihood under the independence model criterion).
The committee queried whether it would be plausible to have a better health-related quality of life by only having Bel‑Pom‑Dex compared with other treatments, before having longer PFS. The clinical experts explained that people whose condition continues to respond and has had a deep enough response on Bel‑Pom‑Dex to allow treatment intervals to be extended to every 10 to 12 weeks may have a better health-related quality of life. This is because treatment is less frequent than with Pom‑Bor‑Dex that is given more frequently. So, a better health-related quality of life was plausible. But, they acknowledged that, although belantamab mafodotin has limited side effects, issues of eye-related adverse events may affect health-related quality of life. The committee was aware that the company had also presented a scenario using DREAMM‑8 pooled values in which no differential effect of treatment on health-state utilities was applied. It thought that there was no strong evidence to justify applying a higher 'progression free on-treatment' health-state utility value for belantamab mafodotin than its comparators. It preferred the EAG's approach that used the same utilities derived from a wholly second-line population, regardless of treatment.
In response to the draft guidance consultation, the company updated its base case to apply treatment-independent utility values for the progression free health state, informed directly by data from DREAMM‑8. A utility decrement on progression, based on Hatswell et al. (2019), was applied to derive the progressed-disease health-state utility value. The committee concluded that the company's updated approach to modelling health-state utility values was appropriate for decision making.