Danish researcher Susanna Søberg's 2021 paper in Cell Reports Medicine produced one of the cleanest dose-response findings in the contrast-therapy literature. Healthy adults who completed approximately 57 minutes of sauna per week (matching the Laukkanen sweet spot) plus at least 11 minutes of cold immersion per week (split into 1–3 minute exposures) showed measurable improvements in brown adipose tissue, glucose tolerance and cardiovascular markers across an 8-week block.
The protocol scales naturally to R1SE's sessions. Three Fire & Ice sessions per week of ~30–45 minutes, with 3–4 cold cycles of 60–90 seconds each, hits both targets comfortably.
Source: Søberg et al., “Altered brown fat thermoregulation and enhanced cold-induced thermogenesis in young, healthy, winter-swimming men”, Cell Reports Medicine 2021.