© The Author(s) 2018. The association between depth of response in multiple myeloma (MM) and long-term outcomes is well recognized [1,2,3]. Thus, clinicians and patients are often encouraged by a rapid decrease of M-protein when treatment is initiated, and achieving ≥very-good partial response (VGPR) by 4 months of initial diagnosis has been associated with decreased mortality [4]. However, little is known about the association between response kinetics and outcomes. While some reports suggest that early responders may have compromised long-term outcomes compared with late responders [5, 6], these studies were limited, confined to frontline setting only, and based in the era prior to novel-agent availability. TOURMALINE-MM1 was sponsored by Millennium Pharmaceuticals Inc. Writing assistance for this manuscript was provided by Jane Saunders, FireKite (an Ashfield Company, part of UDG Healthcare PLC) and was funded by Millennium Pharmaceuticals Inc.