Research in context Evidence before this study In contrast to the younger patients, the population of newly diagnosed multiple myeloma (NDMM) patients, aged ≥65 years is highly heterogeneous in terms of geriatric status and treatment discontinuation due to relapse and toxicity. As frail NDMM patients are usually excluded from randomized clinical trials due to strict inclusive criteria, our search in Pubmed revealed that data on frail NDMM patients were mainly from non-planned post-hoc analyses that did not classify frail patients accordingly to any recognized frailty score. The prospective clinical trials designed for frail patients classified according to the International Myeloma Working Group (IMWG) frailty score, including the HOVON-143 and UK-MRA Myeloma XIV Trial could not provide definitive indications for the most beneficial regimens for frail NDMM patients. Added value of this study Our study is the first study to report a prospective non-randomized concurrent controlled clinical study investigating ixazomib-based frontline therapy followed by ixazomib maintenance in a frail population defined by the IMWG frailty score. The results demonstrated that the ORR of the IDd group is similar to the one of the IRd regimen but the survival of the IDd group was shorter than that of the IRd group. Implications of all the available evidence Our results suggest that an all-oral outpatient triplet regimen with IRd could be a viable first-line treatment option for frail NDMM patients with low toxicity and improvement of quality of life.
Introduction
Multiple myeloma (MM) is an incurable neoplastic disease that predominantly affects elderly patients with a median age of 69 years at diagnosis. 1 , 2 Compared with younger patients, MM patients aged ≥65 years are highly heterogeneous in terms of geriatric status and treatment discontinuation due to relapse and toxicity. 3 , 4 , 5 The International Myeloma Working Group (IMWG) has proposed a geriatric assessment (GA) of frailty score, which is based on age, comorbidities, and cognitive and physical conditions of (instrumental) activities of daily living ([i]ADL), and predicts mortality and the risk of toxicity in elderly MM patients. 3 , 6 , 7 The Mayo Clinic has also reported a simple frailty score (MAYO score), in which age ≥70 years, Eastern Cooperative Oncology Group performance status score (ECOG-PS) ≥2, and N-terminal pro-B type natriuretic peptide (NT-proBNP) ≥300 are independent predictors of overall survival (OS). 8 Despite the availability of these frailty score systems, treatment regimens with efficacy and low toxicity tailored to the frail patient population are scant.
Up to now, only a handful of prospective clinical trials have been designed for the frail patient population according to the IMWG frailty score or Mayo score. In the Hovon-143 study, frail NDMM patients defined by IMWG frailty score received 9 cycles of ixazomib/daratumumab/low-dose dexamethasone (DId regimen) followed by maintenance therapy with ixazomib/daratumumab (DI) for a maximum of 2 years. The results showed a median progression-free survival (PFS) of 13.8 months. 7 A Phase III clinical trial is currently underway (UK-MRA Myeloma XIV Trial) which evaluates frailty-adjusted induction therapy delivery with ixazomib/lenalidomide/dexamethasone (IRd), followed by maintenance therapy with either lenalidomide or ixazomib/lenalidomide (IR). 9
Other daratumumab-based regimens have showed a preferred response and tolerance in patients with frailty, including daratumumab plus lenalidomide/dexamethasone (DRd) (overall response rate [ORR]: 87.2%) 10 and daratumumab/bortezomib/melphalan/prednisone (Dara-VMP) (ORR: 88.3%). 11 However, in these clinical trials, strict inclusion criteria and post-hoc analysis using relatively simple frailty scoring criteria defined by age and the Charlson comorbidity index (CCI) made frail subgroups unrepresentative of the real frail NDMM patients. Meanwhile, considering the limited availability and unaffordable cost of daratumumab for some patients, prospective clinical trials designed for frail patients using alternative regimens are also needed.
It has been demonstrated that the continuous use of proteasome inhibitors (PIs) or the use of higher cumulative doses can improve long-term prognosis. In the Phase 3, double-blind, placebo-controlled, multicenter TOURMALINE-MM2 study, ixazomib plus lenalidomide/dexamethasone (Rd) exhibited superior outcomes compared with placebo plus Rd in transplant-ineligible NDMM patients. 12 Given the limitations in the application of lenalidomide in certain circumstances such as those with renal insufficiency and deep venous thrombosis, one treatment option is pegylated liposomal doxorubicin, which is less cardiotoxic than cytotoxic agents and has shown a favorable response in the treatment of extramedullary disease. 13 Thus, we analyzed the efficacy and safety of two ixazomib-based frontline therapies in frail patients with NDMM defined by the IMWG frailty score−IRd and ixazomib/pegylated liposomal doxorubicin/dexamethasone (IDd) followed by ixazomib/dexamethasone (Id) maintenance therapy.
Methods
Patients
This was a prospective, multicenter, non-randomized concurrent controlled clinical study (ChiCTR1900024917) conducted in 15 hospitals throughout China. The key eligible criteria included age ≥65 years, newly diagnosed symptomatic multiple myeloma who adhered to a frail standard of IMWG frailty score 3 ≥2 or Mayo frailty index (combination of age ≥70, ECOG-PS ≥2, and NT-proBNP ≥300 ng/L simultaneously), a measurable disease with evaluable serum Monoclonal protein of blood (IgG ≥10 g/L, others ≥5 g/L) or urine (≥200 mg/24 h), or serum free light chain ≥10 mg/dL, or measurable extramedullary plasmacytoma. Patients were excluded from the study if they were allergic to any formulation of the study drugs, or had cardiovascular and cerebrovascular events such as acute myocardial infarction, acute heart failure, acute cerebral infarction, or acute cerebral hemorrhage within the past 15 days, or received live attenuated vaccine within 4 weeks before study drug administration.
Ethics
All study procedures were approved by the institutional review board and ethics committees of Beijing Jishuitan Hospital before study initiation (No. 201907-04). The study was conducted in accordance with the Declaration of Helsinki and the principles of the International Conference on Harmonization Good Clinical Practice guidelines. All patients provided written informed consent.
Study design and treatment
Patients received IRd or IDd at the discretion of physicians according to baseline clinical characteristics. The limitations of lenalidomide are patients with high risk of thrombosis and renal insufficiency, and the need for daily dosing, patients with renal dysfunction, paraplegia, and unsatisfactory medication compliance may be more inclined to receive IDd regimen. IRd regimen consisted of oral ixazomib 4 mg (Days 1, 8, and 15), oral lenalidomide 25 mg (Days 1–14; 10 mg was recommended if the patient's creatinine clearance was 30–60 mL/min; lenalidomide was to be postponed if the patient's creatinine clearance was <30 mL/min until it got improved) and oral dexamethasone 20 mg (Days 1, 8, 15, and 22) in a 28-day cycle. The IDd regimen also consisted ixazomib 4 mg (Days 1, 8, and 15), intravenous liposomal doxorubicin 40 mg (Day 1), and oral dexamethasone 20 mg (Days 1, 8, 15, and 22) in a 28-day cycle. All patients received four 28-day induction cycles. Patients who achieved a response better than very good partial response (VGPR) proceeded with two more cycles, and those who achieved a partial response (PR) and minimal response (MR) received four more cycles as consolidation therapy. As previous studies have demonstrated further improvement in response during maintenance treatment with ixazomib, 14 a 34.1% reduction in the risk of progression or death compared with placebo, and no cumulative toxicity, 15 we proposed the maintenance regimen of ixazomib (Days 1, 8, and 15) and dexamethasone 20 mg (Days 1, 8, 15, and 22) in a 4-week cycle until progression or unacceptable adverse events (AEs) for a minimum of 2 years ( Appendix Fig B1 ). Antiviral prophylaxis and anti-thrombosis prophylaxis were recommended according to IMWG guidelines. 16 Other prophylactic treatments were permitted according to each institutional practice standard.
Bone lesions and extramedullary plasmacytoma were evaluated focally by CT or MRI and throughout the whole body by PET-CT scans. For disease evaluations, serum and urine samples were collected on Day 0 of every cycle for 2 years, then every 8 weeks thereafter until disease progression. Responses to study treatment and the progressive disease were evaluated based on IMWG criteria. 17 The cytogenetic risk was assessed locally (with no standard cutoff for clonal size) by fluorescence in situ hybridization (FISH) or karyotype analysis. The safety of the treatment was monitored continuously throughout the study until 30 days after the last dose of the study treatment. AEs were graded in severity using the National Cancer Institute (NCI) Common Terminology Criteria for Adverse Events (CTCAE, version 4.03). 18
Endpoints
The primary endpoint was the ORR with different induction regimens, defined as the proportion of patients who achieved partial response (PR) or above according to IMWG criteria. Key secondary endpoints were PFS, OS, early death (death within 60 days of enrollment), health-related quality of life (HRQoL), treatment discontinuation due to toxicity, and relative dose intensity (RDI). AE was jointly assessed and intervened by a competent physician and a pharmacist according to CTCAE 4.0. 18 The calculation of RDI is described in the Appendix. The quality of life (QoL) was evaluated according to the European Organization for Research and Treatment of Cancer core quality of life questionnaire (EORTC QLQ-C30) 19 before each cycle for patients who were still receiving the study treatment.
Statistical analysis
The non-inferiority tests for the ratio of two proportions design were used to calculate the sample size of the two subgroups that IDd was not inferior to IRd. ORR values of 90% for the IRd group and 80% for the IDd group were considered to be sufficient. With a non-inferiority margin of 10%, α = 0.025, and a power of 80%, the sample size for each group was 48. Taking into account a 25% ineligibility rate, 60 frail patients should be screened for each group and there should be 120 frail patients in total.
The analysis population was the intent-to-treat population of patients who were assigned to the treatment group. Patients who received at least one dose of the treatment drug were included in the safety analysis. The determination analysis of the non-inferiority hypothesis was examined by the Newcombe-Wilson Score Confidence Interval (CI) of ORR between the two groups. The interpretation of the 95% CI of the ORR difference of IDd minus IRd was according to the previous report. 20 The sensitivity analyses included multivariate analysis and propensity score matching to address potential sources of bias. The chi-square test was used for univariate analysis and logistic regression analysis was for multivariate analysis of ORR between the two groups. Multivariate analysis and propensity score matching were performed for variables with statistically significant differences between the two groups in baseline characteristics, including ECOG score, International Staging System (ISS) stage, revised ISS (R-ISS) stage, estimated glomerular filtration rate (eGFR) <30 mL/min/1.73 m 2 , and paraplegia. Time-to-event variables between the two treatment groups were estimated using the Kaplan–Meier method; 95% CI was also evaluated. Survival analyses were performed using Cox proportional hazard models. For PFS, patients were censored at the date of last disease assessment before next-line antimyeloma therapy or death from any causes, whichever occurred first. For OS, patients were censored at the last date on which they were known to be alive. The survival status included early death (within 60 days of registration), late death (60 days after registration), and survival ( Appendix F ). For AEs, patients who had multiple occurrences of one AE were counted only once in the numerator and the most severe grade was recorded. Changes in QoL over time were assessed by a linear mixed-effects model.
The preplanned interim analyses have been conducted and have been published. 21 Observations were censored on August 15, 2023. Statistical analyses were performed by Prism (version 7.0), SPSS (version 24), and SAS (version 9.4).
Role of funding source
The funding was used to support the follow-up of patients, data collection, data analyses, and consulting of statistical analysis.
Results
Baseline characteristics
From July 2019 to December 2021, a total of 132 patients were enrolled, of whom 12 were excluded due to ineligibility. Eligible patients were assigned to two groups to receive the IRd regimen (n = 60) or IDd regimen (n = 60) at the discretion of the physician ( Fig. 1 ). All patients had a GA score ≥2, while 27.5% of them were also defined as frail according to the Mayo criterion. Details about CCI, ADL, and Mayo fragile scores are provided in Supplementary Data. Demographics and baseline clinical characteristics of the 120 eligible frail patients are presented in Table 1 . The median age of patients was 71 years with a range of 65–88, of whom 38 (31.7%) patients were aged 75 years or older, 75 (62.5%) patients had ECOG score of 3 or 4, 48 (40.0%) patients had ISS stage of III disease, 34 (30.4%) of 112 patients with FISH detection had high-risk cytogenetic abnormalities [del 17p, t (4; 14) and t (14; 16)], and 20 (16.6%) patients had solitary bone plasmacytoma. The proportion of patient with ECOG score of 3 or 4, ISS stage of III, R-ISS stage of III, eGFR <30 mL/min/1.73 m 2 , and paraplegia was significantly higher in the IDd group. Due to the limitations of lenalidomide, patients with insufficient renal function, thrombosis, eGFR <30 mL/min/1.73 m 2 , or paraplegia were more likely to receive IDd regimen due to physician's initial treatment choices, which were not interfered with in this study. The unbalance might adversely affect the survival of the IDd group. Fig. 1 Diagram of the number of frail patients participating in the present study, the flow-through of the induction phase, the timing, and the rationale of treatment discontinuation. Table 1 The baseline characteristics of older NDMM patients. Parameter Total (N = 120) IRd (N = 60) IDd (N = 60) P value b Age, years 71 (65–88) 70 (65–88) 72 (65–88) 0.956 ≥75 38 (32%) 19 (32%) 19 (32%) Male/Female 66/54 31/29 35/25 0.665 ECOG score 0.003 1–2 45 (38%) 26 (43%) 19 (32%) 3–4 75 (63%) 34 (57%) 41 (68%) M protein subtype 0.682 IgG/IgA/IgD 61/33/3 33/16/0 28/17/3 κ/λ/non-secreting 6/15/2 4/7/0 2/8/2 ISS stage 0.003 Stage Ⅰ 24 16 8 Stage Ⅱ 48 26 22 Stage Ⅲ 48 18 30 R-ISS stage a 0.023 Stage Ⅰ 16 11 5 Stage Ⅱ 79 37 42 Stage Ⅲ 17 4 13 Creatinine, μmol/l 80 (21–740) 80 (21–488) 80 (44–740) 0.227 eGFR (mL/min) 76 (8.5–134) 75 (10–134) 76 (9–108) 0.338 <30 mL/min/1.73 m 2 13 (11%) 2 (3%) 11 (18%) 0.005 Calcium, mmol/l 2.27 (1.64–3.87) 2.32 (1.85–3.87) 2.20 (1.64–3.35) 0.091 Hemoglobin, g/L 103 (43–149) 102 (55–149) 104 (43–149) 0.924 LDH, IU/L 173 (59–3902) 173 (79–446) 172 (59–3902) 0.706 β2-microgloblin, mg/L 4.33 (1.64–31.1) 4.17 (1.69–27.4) 5.2 (1.64–31.1) 0.065 Albumin, g/L 36 (19–54) 36 (20–54) 35 (19–50) 0.439 NT-proBNP. pg/mL 254 (10–6874) 146 (25–3069) 306 (10–6874) 0.114 Bone marrow plasma cells (%) 25 (0–98) 26 (1–80) 24 (0–98) 0.896 a FISH (n = 112, IRD = 52) Amp 1q21/Gain 1q21 47 (42%)/38 (34%) 29 (56%)/19 (37%) 18 (30%)/19 (32%) 0.633 del17p 11 (10%) 7 (14%) 4 (7%) 0.242 t (4; 14) 20 (18%) 12 (24%) 8 (13%) 0.195 t (14; 16) 3 (3%) 1 (2%) 2 (3%) 0.636 Solitary bone plasmacytoma 20 (17%) 8 (13%) 12 (20%) 0.329 Paraplegia 6 (5%) 1 (2%) 6 (10%) 0.012 Abbreviations: ECOG, Eastern Cooperative Oncology Group; eGFR, estimated glomerular filtration rate; FISH, Fluorescence in situ hybridization; IDd, ixazomib/pegylated liposomal doxorubicin/dexamethasone; Ig, immunoglobulin; IRd, ixazomib/lenalidomide/dexamethasone; ISS, international staging system; LDH, lactate dehydrogenase; NT-proBNP, N-terminal pro-B type natriuretic peptide; R-ISS, revised international staging system. a The FISH was undetected in 8 patients who received IRd treatment and 1 patient received IDd as no clonal plasma cells in bone marrow or no enough samples. b The P value represented the comparison of the IRd and IDd groups. The bold is represented of significance between two groups with a P value <0.05.

Table 1
The baseline characteristics of older NDMM patients.
Abbreviations: ECOG, Eastern Cooperative Oncology Group; eGFR, estimated glomerular filtration rate; FISH, Fluorescence in situ hybridization; IDd, ixazomib/pegylated liposomal doxorubicin/dexamethasone; Ig, immunoglobulin; IRd, ixazomib/lenalidomide/dexamethasone; ISS, international staging system; LDH, lactate dehydrogenase; NT-proBNP, N-terminal pro-B type natriuretic peptide; R-ISS, revised international staging system.
a The FISH was undetected in 8 patients who received IRd treatment and 1 patient received IDd as no clonal plasma cells in bone marrow or no enough samples.
b The P value represented the comparison of the IRd and IDd groups. The bold is represented of significance between two groups with a P value <0.05.
| Parameter | Total (N = 120) | IRd (N = 60) | IDd (N = 60) | P value b |
| Age, years | 71 (65–88) | 70 (65–88) | 72 (65–88) | 0.956 |
| ≥75 | 38 (32%) | 19 (32%) | 19 (32%) | |
| Male/Female | 66/54 | 31/29 | 35/25 | 0.665 |
| ECOG score | 0.003 | |||
| 1–2 | 45 (38%) | 26 (43%) | 19 (32%) | |
| 3–4 | 75 (63%) | 34 (57%) | 41 (68%) | |
| M protein subtype | 0.682 | |||
| IgG/IgA/IgD | 61/33/3 | 33/16/0 | 28/17/3 | |
| κ/λ/non-secreting | 6/15/2 | 4/7/0 | 2/8/2 | |
| ISS stage | 0.003 | |||
| Stage Ⅰ | 24 | 16 | 8 | |
| Stage Ⅱ | 48 | 26 | 22 | |
| Stage Ⅲ | 48 | 18 | 30 | |
| R-ISS stage a | 0.023 | |||
| Stage Ⅰ | 16 | 11 | 5 | |
| Stage Ⅱ | 79 | 37 | 42 | |
| Stage Ⅲ | 17 | 4 | 13 | |
| Creatinine, μmol/l | 80 (21–740) | 80 (21–488) | 80 (44–740) | 0.227 |
| eGFR (mL/min) | 76 (8.5–134) | 75 (10–134) | 76 (9–108) | 0.338 |
| <30 mL/min/1.73 m 2 | 13 (11%) | 2 (3%) | 11 (18%) | 0.005 |
| Calcium, mmol/l | 2.27 (1.64–3.87) | 2.32 (1.85–3.87) | 2.20 (1.64–3.35) | 0.091 |
| Hemoglobin, g/L | 103 (43–149) | 102 (55–149) | 104 (43–149) | 0.924 |
| LDH, IU/L | 173 (59–3902) | 173 (79–446) | 172 (59–3902) | 0.706 |
| β2-microgloblin, mg/L | 4.33 (1.64–31.1) | 4.17 (1.69–27.4) | 5.2 (1.64–31.1) | 0.065 |
| Albumin, g/L | 36 (19–54) | 36 (20–54) | 35 (19–50) | 0.439 |
| NT-proBNP. pg/mL | 254 (10–6874) | 146 (25–3069) | 306 (10–6874) | 0.114 |
| Bone marrow plasma cells (%) | 25 (0–98) | 26 (1–80) | 24 (0–98) | 0.896 |
| a FISH (n = 112, IRD = 52) | ||||
| Amp 1q21/Gain 1q21 | 47 (42%)/38 (34%) | 29 (56%)/19 (37%) | 18 (30%)/19 (32%) | 0.633 |
| del17p | 11 (10%) | 7 (14%) | 4 (7%) | 0.242 |
| t (4; 14) | 20 (18%) | 12 (24%) | 8 (13%) | 0.195 |
| t (14; 16) | 3 (3%) | 1 (2%) | 2 (3%) | 0.636 |
| Solitary bone plasmacytoma | 20 (17%) | 8 (13%) | 12 (20%) | 0.329 |
| Paraplegia | 6 (5%) | 1 (2%) | 6 (10%) | 0.012 |
Response
The ORR during induction was comparable in the IRd and IDd groups with a higher (stringent) complete response ([s]CR) in the IRd group ( Table 2 ). The ORR was 82% (95% CI: 0.719–0.915) and 77% (95% CI: 0.660–0.834) in IRd and IDd groups, respectively, including 15 (25%) and 7 (12%) patients with a CR, 22 (37%) and 24 (40%) patients with a VGPR, and 12 (20%) and 15 (25%) patients with a PR. There was no statistical difference in efficacy between the two groups ( Table 2 ). The depth of the clinical response increased during the treatment course for both IRd and IDd groups ( Appendix Fig D1 ). Of the 22 patients who achieved CR, 18 (82%) were included in the minimal residual disease (MRD) analysis and 11 (50%) were MRD-negative. Table 2 Best response of treatment. Response status IRd (N = 60) a IDd (N = 60) a P value ORR (≥PR), No. (%) 49 (82%) 46 (77%) 0.580 (s)CR 15 (25%) 7 (12%) 0.079 VGPR 22 (37%) 24 (40%) 0.302 PR 12 (20%) 15 (25%) 0.878 MR, No. (%) 4 (7%) 3 (5%) 0.715 SD, No. (%) 3 (5%) 7 (12%) 0.097 Abbreviations: IDd, ixazomib/pegylated liposomal doxorubicin/dexamethasone; IRd, ixazomib/lenalidomide/dexamethasone; MR, minimal response; ORR, overall response rate; PR, partial response (s)CR (stringent) complete response; SD, stable disease; VGPR, very good partial response. a In the IRd group, four patients did not completed two cycles due to early death within 1 month (one patient), withdrawal (one patient), adverse events (one patient), and disease progression (one patient), so they were not evaluated for response. In the IDd group, 4 patients were not evaluated for response because of early death within 1 month (three patients) and study drug withdrawal (one patient).
Table 2
Best response of treatment.
Abbreviations: IDd, ixazomib/pegylated liposomal doxorubicin/dexamethasone; IRd, ixazomib/lenalidomide/dexamethasone; MR, minimal response; ORR, overall response rate; PR, partial response (s)CR (stringent) complete response; SD, stable disease; VGPR, very good partial response.
a In the IRd group, four patients did not completed two cycles due to early death within 1 month (one patient), withdrawal (one patient), adverse events (one patient), and disease progression (one patient), so they were not evaluated for response. In the IDd group, 4 patients were not evaluated for response because of early death within 1 month (three patients) and study drug withdrawal (one patient).
| Response status | IRd (N = 60) a | IDd (N = 60) a | P value |
| ORR (≥PR), No. (%) | 49 (82%) | 46 (77%) | 0.580 |
| (s)CR | 15 (25%) | 7 (12%) | 0.079 |
| VGPR | 22 (37%) | 24 (40%) | 0.302 |
| PR | 12 (20%) | 15 (25%) | 0.878 |
| MR, No. (%) | 4 (7%) | 3 (5%) | 0.715 |
| SD, No. (%) | 3 (5%) | 7 (12%) | 0.097 |
As this non-randomized concurrent controlled clinical trial was conducted based on the non-inferiority hypothesis that “IDd is not inferior to IRd”, we tested the hypothesis by Newcombe-Wilson Score CI. The result showed that the ORR difference of IDd minus IRd is −5.36% (95% CI: −18.9% to 8.19%). As the lower limit of 95% CI was less than −10% defined in the hypothesis, the non-inferiority assumption of this study was not held. Moreover, zero was included in the range of 95% CI which meant the IDd regimen was neither inferior nor non-inferior to the IRd regimen. The sensitivity analyses showed the ( Appendix D2 ) variables with statistically significant differences between the two groups in baseline characteristics had no effect on the ORR of the two groups.
Survival
After a median follow-up of 34.3 months (95% CI: 31.2–37.4), 38 (63%) patients in the IRd group and 50 (83%) patients in the IDd group had PFS events. Of the 38 patients in the IRd group, 10 (26%) were deaths (9 due to infection including 3 of COVID-19, the other one due to myocardial infarction) and 28 (74%) were disease progression events. Of the 50 patients who had PFS events in the IDd group, 13 (26%) PFS events were death (7 due to infection, 1 due to myocardial infarction, 6 due to treatment discontinuation of toxicity or withdrawal) and 37 (74%) PFS events were disease progression events. The median PFS for all patients was 18.5 months (95% CI: 15.4–21.6) ( Fig. 2 A), and 21.6 months (95% CI: 20.0–23.2) and 13.9 months (95% CI: 7.7–20.1) in the IRd and IDd groups, respectively ( Fig. 2 B). The PFS was significantly longer in the IRd group compared with that of the IDd group (P = 0.0097). The prespecified subgroup analyses of PFS are shown in Fig. 3 . Male, age less than 75 years, ISS II, extramedullary plasmacytoma (EMP), Amp 1q21, no del 17p, not (4; 14) and standard-risk patients had longer PFS with the IRd regimen compared with the IDd regimen. Fig. 2 Progression-free survival (PFS) and overall survival (OS). Kaplan–Meier estimates of PFS for all patients (A) and subgroup patients (B), OS for all patients (C) and subgroup patients (D). The P value shows that there is a statistical difference between IRd and IDd groups in both PFS (B) and OS (D). Fig. 3 Prespecified subgroup analysis of progression-free survival (PFS) in the intent-to-treat population. ECOG, Eastern Cooperative Oncology Group. EMP, extramedullary plasmacytoma. FISH, fluorescence in situ hybridization. HRCA, high-risk cytogenetic abnormalities. Hazard ratios and 95% CIs were calculated from an unstratified Cox proportional hazards model with treatment as the sole explanatory variable.


Fifty-three (44%) patients died during a median follow-up of 34.3 months, of whom 20 (33%) were in the IRd group and 33 (55%) were in the IDd group. Four patients died within 60 days from treatment initiation, all due to infection. The cause of death and characteristics stratified by survival status are listed in Appendix F . The relapse mortality was 18% (11/60) and 32% (19/60), while non-relapse mortality was 15% (9/60) and 23% (14/60) for IRd and IDd groups respectively. The median OS for all patients was 42.3 months ( Fig. 2 C), with not reached in the IRd group and 29.2 months (95% CI: 17.4–20.1) in the IDd group ( Fig. 2 D). The OS was significantly longer in the IRd group compared with the IDd group (P = 0.0039). As shown in Fig. 4 , the prespecified subgroup analyses indicated male, age >75 years, eGFR ≤60 mL/min/1.73 m 2 , ISS II, non-IgG type, EMP, no del 17p, not (4; 14) and standard-risk patients had longer OS with the IRd regimen compared with the IDd regimen. Fig. 4 Prespecified subgroup analysis of overall survival (OS) in the intent-to-treat population. ECOG, Eastern Cooperative Oncology Group. EMP, extramedullary plasmacytoma. FISH, fluorescence in situ hybridization. HRCA, high-risk cytogenetic abnormalities. Hazard ratios and 95% CIs were calculated from an unstratified Cox proportional hazards model with treatment as the sole explanatory variable.

Safety and tolerability
The patient flow-through of the study is summarized in Fig. 1 . There were 28 patients discontinued treatment with IRd and 33 discontinued treatment with IDd before the initiation of the maintenance therapy. In the IRd group, 15 (25%) patients relapsed or were refractory, 1 (2%) died of infection, 7 (12%) had toxicity, and 5 (8%) did not comply with the study treatment. In the IDd group, 13 (22%) patients relapsed, 4 (7%) died of infection, 7 (12%) had toxicity, and 9 (15%) did not comply with the study treatment.
In the IRd group, the median RDI (interquartile range [IQR]) of the induction treatment was 0.87 (0.74–0.93) for ixazomib, 0.89 (0.77–0.93) for lenalidomide, and 0.88 (0.76–0.93) for dexamethasone. In the IDd group, the median RDI (IQR) was 0.82 (0.72–0.90) for ixazomib, 0.82 (0.70–0.89) for liposomal doxorubicin, and 0.82 (0.72–0.89) for dexamethasone. Ixazomib dose reduction was reported in 2 (3%) patients in the IRd group and 9 (15%) patients in the IDd group, which was related to infections, gastrointestinal toxicity, or peripheral neuropathy (PNP) ( Supplementary Data ). Lenalidomide dose reductions occurred in 4 (7%) patients in the IRd group. Dose withholds of dexamethasone was infrequently observed ( Supplementary Data ).
Thirty-two (53%) and 27 (45%) patients started maintenance treatment in the IRd and IDd groups, respectively. After a median follow-up of 26.3 months (95% CI: 18.5–34.2) from the start of the maintenance treatment in the IRd group, 18 patients (56%) discontinued therapy due to progression disease (PD) (10 patients), toxicity (3 patients), second onset of cancer (1 patient with lung cancer), sudden death (1 for myocardial infarction and 1 for car accident), and withdraw (2 patient). After a median follow-up of 21.7 months (95% CI: 19.3–24.0) from the start of the maintenance treatment in the IDd group, 19 (70%) patients discontinued therapy due to PD (16 patients), infection (2 patients), and the second onset of cancer (1 patient with acute promyelocytic leukemia).
For patients who discontinued the study treatment due to relapse, subsequent therapies are summarized in Appendix Table G . In the IRd group, 28 patients relapsed, of whom 12 patients received second-line therapy. In the IDd group, 38 patients relapsed, of whom 34 patients received second-line therapy. Among the patients who received subsequent therapy, 11 (50%) patients in the IRd group and 9 (26%) patients in the IDd group received a daratumumab-containing regimen.
Cumulative ≥ Grade 3 hematological AEs were reported in 10/60 (17%) and 13/60 (22%) patients, whereas Grade ≥3 non-hematological AEs were reported in 14/60 (23%) and 21/60 (35%) patients of IRd and IDd groups, respectively ( Table 3 ). The most common non-hematological Grade ≥3 AEs were infections (21%) and gastro-intestinal AEs (13%). Only 1 (1%) patient experienced PNP with Grade 3. Most patients received antiviral prophylaxis (88% in the IRd group and 96% in the IDd group), while no patient received antibiotic prophylaxis. Eleven (18%) patients in the IRd group and 15 (25%) patients in the IDd group experienced serious adverse events (SAEs), of which 4 SAEs resulted in non-treatment-related deaths. Table 3 Adverse events during treatment. IRd (n = 60) IDd (n = 60) Grade 1–2 Grade 3 Grade 4 Grade 1–2 Grade 3 Grade 4 Hematological AE Anemia 7 (11.7%) 1 (1.7%) 0 0 1 (1.7%) 0 Thrombocytopenia 4 (6.7%) 4 (6.7%) 0 5 (8.3%) 3 (5.0%) 1 (1.7%) Neutropenia 6 (10.0%) 2 (3.3%) 2 (3.3%) 4 (6.7%) 2 (3.3%) 0 lymphopenia 1 (1.7%) 1 (1.7%) 0 1 0 0 Non-hematological AE Diarrhea 10 (16.7%) 3 (5.0%) 0 4 (6.7%) 7 (11.7%) 1 (1.7%) Constipation 2 (3.3%) 0 0 1 (1.7%) 0 0 Abdominal distension 2 (3.3%) 0 0 1 (1.7%) 1 (1.7%) 0 Nausea/vomit 6 (10%) 3 (5%) 1 (1.7%) 10 (16.7%) 2 (3.3%) 0 Decreased appetite 2 (3.3%) 2 (3.3%) 0 7 (11.7%) 3 (5.0%) 1 (1.7%) Peripheral neuropathy 5 (8.3%) 0 0 0 1 (1.7%) 0 Fatigue 5 (8.3%) 0 0 1 (1.7%) 0 0 Pneumonia 0 9 (15%) 0 4 (6.7%) 2 (3.3%) Arrhythmia 0 0 0 0 1 (1.7%) 0 Cardiac insufficiency 0 1 (1.7%) 0 0 2 (3.3%) 0 Anaphylactic rash 5 (8.3%) 4 (6.7%) 1 (1.7%) 0 0 0 Herpes zoster 1 (1.7%) 0 0 2 (3.3%) 2 (3.3%) 0 Delirium 1 (1.7%) 0 0 0 0 0 Cerebral infarction – – 1 (1.7%) – – 1 (1.7%) Thromboembolic 2 (3.3%) 1 (1.7%) 0 0 0 0 Elevated liver enzymes 2 (3.3%) 0 0 0 0 0 Dropsy 2 (3.3%) 1 (1.7%) 0 0 0 0 Other infections 2 (3.3%) 3 (5%) 0 7 (11.7%) 1 (1.7%) 0 Fever 1 (1.7%) 0 0 1 (1.7%) 0 0 Second primary malignancy 0 2 (3.3%) 0 0 1 (1.7%) 0 Abbreviations: AE, adverse event; IDd, ixazomib/pegylated liposomal doxorubicin/dexamethasone; IRd, ixazomib/lenalidomide/dexamethasone.
Table 3
Adverse events during treatment.
Abbreviations: AE, adverse event; IDd, ixazomib/pegylated liposomal doxorubicin/dexamethasone; IRd, ixazomib/lenalidomide/dexamethasone.
| IRd (n = 60) | IDd (n = 60) | |||||
| Grade 1–2 | Grade 3 | Grade 4 | Grade 1–2 | Grade 3 | Grade 4 | |
| Hematological AE | ||||||
| Anemia | 7 (11.7%) | 1 (1.7%) | 0 | 0 | 1 (1.7%) | 0 |
| Thrombocytopenia | 4 (6.7%) | 4 (6.7%) | 0 | 5 (8.3%) | 3 (5.0%) | 1 (1.7%) |
| Neutropenia | 6 (10.0%) | 2 (3.3%) | 2 (3.3%) | 4 (6.7%) | 2 (3.3%) | 0 |
| lymphopenia | 1 (1.7%) | 1 (1.7%) | 0 | 1 | 0 | 0 |
| Non-hematological AE | ||||||
| Diarrhea | 10 (16.7%) | 3 (5.0%) | 0 | 4 (6.7%) | 7 (11.7%) | 1 (1.7%) |
| Constipation | 2 (3.3%) | 0 | 0 | 1 (1.7%) | 0 | 0 |
| Abdominal distension | 2 (3.3%) | 0 | 0 | 1 (1.7%) | 1 (1.7%) | 0 |
| Nausea/vomit | 6 (10%) | 3 (5%) | 1 (1.7%) | 10 (16.7%) | 2 (3.3%) | 0 |
| Decreased appetite | 2 (3.3%) | 2 (3.3%) | 0 | 7 (11.7%) | 3 (5.0%) | 1 (1.7%) |
| Peripheral neuropathy | 5 (8.3%) | 0 | 0 | 0 | 1 (1.7%) | 0 |
| Fatigue | 5 (8.3%) | 0 | 0 | 1 (1.7%) | 0 | 0 |
| Pneumonia | 0 | 9 (15%) | 0 | 4 (6.7%) | 2 (3.3%) | |
| Arrhythmia | 0 | 0 | 0 | 0 | 1 (1.7%) | 0 |
| Cardiac insufficiency | 0 | 1 (1.7%) | 0 | 0 | 2 (3.3%) | 0 |
| Anaphylactic rash | 5 (8.3%) | 4 (6.7%) | 1 (1.7%) | 0 | 0 | 0 |
| Herpes zoster | 1 (1.7%) | 0 | 0 | 2 (3.3%) | 2 (3.3%) | 0 |
| Delirium | 1 (1.7%) | 0 | 0 | 0 | 0 | 0 |
| Cerebral infarction | – | – | 1 (1.7%) | – | – | 1 (1.7%) |
| Thromboembolic | 2 (3.3%) | 1 (1.7%) | 0 | 0 | 0 | 0 |
| Elevated liver enzymes | 2 (3.3%) | 0 | 0 | 0 | 0 | 0 |
| Dropsy | 2 (3.3%) | 1 (1.7%) | 0 | 0 | 0 | 0 |
| Other infections | 2 (3.3%) | 3 (5%) | 0 | 7 (11.7%) | 1 (1.7%) | 0 |
| Fever | 1 (1.7%) | 0 | 0 | 1 (1.7%) | 0 | 0 |
| Second primary malignancy | 0 | 2 (3.3%) | 0 | 0 | 1 (1.7%) | 0 |
Quality of life
A total of 970 questionnaires were acquired from patients and the median number of questionnaires per patient was 9 (range: 1–33). The baseline QoL score was 76.6 (IQR: 50.0–83.3) for the IRd group and 67.2 (IQR: 16.6–83.3) for the IDd group. After 8 cycles of induction treatment, the scores of the IRd group and the IDd group gradually increased to 165.2 and 157.2, respectively. Improvement in the QoL during induction treatment was statistically significant (P < 0.001) and was already clinically relevant after induction Cycle 2; the improvement in the QoL further increased over time during subsequent induction cycles ( Fig. 5 ). Fig. 5 Health-related quality of life (HRQOL) during induction. The estimated statistically significant changes in the global health status (GHS) and quality of life (QOL) over time from baseline until the end of induction cycle 8 in patients in IRd and IDd groups. The dotted horizontal lines were calculated as the score at this time point minus the baseline score. The P value represents the significant change in GHS or QOL over time in both the IRd and IDd groups assessed by ANOVA of repeated measurement data.

Discussion
In this prospective non-randomized clinical study specifically designed for frail, elderly Chinese patients defined by the IMWG frailty score, the oral proteasome inhibitor and ixazomib-based regimens were investigated. After a median follow-up of 34.3 months, the ORR for the IRd and IDd groups was 82% and 77%, respectively, and a clinically relevant improvement of QoL was observed after 2 cycles of treatments. The ORR of the IDd group is neither inferior nor non-inferior to the IRd group, but the survival of the IDd group was shorter than that of the IRd group, indicating that this all-oral outpatient IRd regimen that improves the QoL over time with acceptable efficacy and fewer SAEs, is an option for geriatric NDMM patients.
With the current healthcare cost crisis around the world, ixazomib-based regimen has the advantage of being oral and administered in the outpatient setting. This convenient regimen also improved patient treatment compliance, particularly during the COVID-19 pandemic. 22 Although the RDI of ixazomib and lenalidomide was reduced due to complications and cycle delays, the ORR was still 82% and 77% for IRd and IDd groups, including 25% and 12% of CR, respectively. It is interesting to note the response in this study is comparable with other clinical trials of IRd regimens for transplant-ineligible NDMM patients (ORR: 74%–80%). 23 , 24 The response rate in this study is also similar to the response rate with the regimen of ixazomib combined with daratumumab followed by ixazomib maintenance in the HOVON-143 trial designed for frail NDMM patients (ORR of 77% and a CR rate of 8% post-induction). 7 However, the CR rates of this study were significantly lower than daratumumab-based regimens in post-hoc analysis for geriatric NDMM patients (44.2% for Dara-VMP and 43.6% for daratumumab/lenalidomide/dexamethasone [Dara-Rd]). 10 , 11 These results may be due to restrictive inclusion and exclusive criteria as well as the maintenance treatment of daratumumab.
Although ixazomib-based regimens had similar response, the PFS and OS did not substantially improve compared with other regimens in frail NDMM patients. In our study, the median PFS was 18.5 months for all patients, with 21.6 and 13.9 months in the IRd and IDd groups, respectively. The post-hoc analysis of frail NDMM patients showed that the combined regimens consisting of daratumumab achieved an impressive PFS of 36.4 months in Dara-VMP and NR in Dara-Rd regimens in MAIA study. 25 , 26 , 27 These clinical trials that were designed for non-frail patients excluded the most vulnerable groups, such as those with eGFR <30 mL/min/1.73 m 2 , platelet count <50 × 10 9 /L, or ECOG >2 score. The difference in survival may also be partly treatment-related. However, the prospective trial of DID for frail NDMM defined by IMWG frailty score reported a PFS of 13.8 months, which was similar to this study. 7 Although the median age of NDMM patients in our cohort was younger than HOVON-143 (71 vs. 81), the population was equal in frailty because IMWG frailty score was used as evaluation criteria for both studies. 28 Patients in this study had more dependency on ADLs compared with HOVON-143 ( Appendix Table E1 ). Therefore, further research is needed to demonstrate whether a daratumumab-based regimen could improve PFS in frail NDMM patients as strictly defined by IMWG frailty score.
It should be added that another reason for the shorter PFS may be a lower number of induction cycles, leading to early relapse. Patients achieved PR and above after 4 cycles in this study, and continued for 2 cycles of induction regimen, whereas other studies were designed for 9 cycles of DID in HOVON-143 7 and DVMP in ALCYONE 11 or continue DRd in MAIA until relapse. 10 We believe additional induction therapy may further improve the depth of response and prolong survival in this study. Given the toxicity and tolerance of the 3–4 drug used in the induction treatment, GA-score-based dose adjustment is currently under investigation in the UK-MRA Myeloma XIV Trial ( NCT03720041 ). 9 The adaptive dosing or reactive dosing and whether to prolong the course of treatment in geriatric NDMM patients remain to be elucidated in future research.
The subgroup analysis comparing IRd and IDd groups in PFS and OS demonstrated that frail NDMM patients benefited from the IRd regimen with comparable response, especially for patients without high-risk cytogenetic abnormalities (HRCA). Similar results were reported in the MAIA study, in which it was found that the DRd regimen could not improve the survival of patients with HRCA compared with the Rd regimen. 29 The regimen appropriate for frail NDMM patients with HRCA needs to be further explored. Unexpectedly, patients with renal dysfunction (eGFR ≤60 mL/min/1.73 m 2 ) and EMP did not gain survival benefit from the IDd regimen, these patients tended to use IDd regimen at diagnosis. Previous research reported that pegylated liposomal doxorubicin as an immunogenic cell death (ICD) inducing agent combined with ixazomib offered a chemo-immunotherapy treatment without AEs caused by anthracyclines. 30 The data from this study indicated that compared with the IRd group, frail NDMM patients in the IDd group had a lower response rate, a shorter survival, and more infections, which may lead to early death. For this vulnerable population, even the low dose and toxicity of chemotherapy agents should be used cautiously with more support.
In terms of safety, the proportion of patients with AEs and non-hematological AEs was 17% and 23% in the IRd group, and was 22% and 35% in the IDd group, respectively. The proportion of patients with Grade 3 or 4 AEs (19%) and non-hematological AEs (29%) observed in this study was comparable to that of EMN10 (47% and 37%, respectively), but was lower than that of the HOVON-143 trial (74% and 73%, respectively) and MAIA trial (DRd: 94.6% and 83.9%; Rd: 89.2% and 81.9%, respectively) analyzed in frail NDMM patients. 7 , 10 , 31 The younger age of the patients in this study could partly explain the difference observed with the latter two trials (71 vs. 81 vs. 77 years in this study, HOVON-143 study, and MAIA study, respectively), which led to less comorbidity. The regimen without daratumumab could also partly explain this difference. Pneumonia and diarrhea were the most commonly reported Grade 3 or higher SAEs in the IDd group. Different from the antibacterial prophylaxis of levofloxacin with or without co-trimoxazole used for the first 3 months of treatment in the DId group, 7 patients were only provided with valaciclovir for prophylaxis of herpes zoster. The IRd group had more neurotoxicity and psychiatric symptoms, which may be caused by lenalidomide. Thus, the use of intensive care, antibacterial pretreatment, and dosing adjustment of ixazomib and lenalidomide may reduce the incidence of Grade 3 or 4 AEs and early toxicity-related deaths.
The limitation of the study design as a non-randomized, concurrent, controlled clinical study resulted in bias in the baseline disease characteristics of the two regimen groups shown in Table 1 . Although sensitivity analyses were conducted, the non-inferior hypothesis was unable to identify whether the ORR of the IDd regimen was inferior to IRd. This result may be due to a higher ORR setting in the study design than the actual value, resulting in a small sample size. Therefore, comparing PFS and OS in the subgroups should be interpreted with caution. The difference in subsequent therapy between the two groups may also affect the analysis of OS. The results of non-inferior hypothesis test also need to be validated by subsequent large-scale, high-quality, multi-center randomized clinical trials to avoid confounding factors and improve power. Otherwise, both the IMWG frail score and Mayo score were used as inclusion criteria in this study, resulting in 100% and 27.5% frail respectively. Although the Mayo score was only an objective index, it lacks assessment of function and comorbidities and is limited to screening for the potentially frail MM patients.
Although there was no statistical improvement in the IRd group compared with the IDd group, the IRd group had longer survival in both PFS and OS than the IDd group. In conclusion, this study was designed specifically for frail NDMM patients strictly defined by IMWG frailty score or MAYO score, indicating an all-oral induction regimen IRd followed by maintenance Id had a higher response rate and improved the QoL with relatively low toxicity. This is also the application of the IMWG frailty score in clinical practice and trial settings to accurately evaluate the treatment and outcomes in frail MM patients. Greater access to affordable treatment and better supportive care may improve survival and QoL for vulnerable myeloma patients.
Contributors
Conceptualization, Investigation, Funding Acquisition: Li Bao.
Data curation, Project administration, Resource, Validation: Li Bao, Yu-tong Wang, Peng Liu, Min-qiu Lu, Jun-ling Zhuang, Mei Zhang, Zhong-jun Xia, Zhen-ling Li, Ying Yang, Zhen-yu Yan, Hong-mei Jing, Fei Dong, Wen-ming Chen, Yin Wu, He-bing Zhou, Rong Fu, Yu-ping Gong, Wen-rong Huang, Yong-qing Zhang.
Verified the underlying data: Li Bao, Yu-tong Wang, Min-qiu Lu.
Formal Analysis, Methodology, Writing original draft: Li Bao, Yu-tong Wang.
All authors read and approved the final version of the manuscript .
Data sharing statement
The data supporting this study's findings are not publicly available due to containing information that could compromise the privacy of research participants; nevertheless, some data are available from Li Bao. Email: baoli@jst-hosp.com.cn .
Declaration of interests
The authors have no conflict of interest.
References
1 Cowan A.J. Green D.J. Kwok M. Diagnosis and management of multiple myeloma: a review JAMA 327 5 2022 464 477 35103762 10.1001/jama.2022.0003
2 Altekruse S.F.K.C. Krapcho M. SEER cancer statistics review, 1975-2007 2014 National Cancer Institute Bethesda, MD
3 Palumbo A. Bringhen S. Mateos M.V. Geriatric assessment predicts survival and toxicities in elderly myeloma patients: an international myeloma working group report Blood 125 13 2015 2068 2074 25628469 10.1182/blood-2014-12-615187 PMC4375104
4 Shaji K. Kumar N.S.C. Adekola K. Anderson L.D. Multiple myeloma(version 1.2022). NCCN clinical practice guidelines in Oncology (NCCN Guidelines®) 2021
5 Qian X. Chen H. Xia J. Wang J. Zhou X. Guo H. Real-world clinical outcomes in elderly Chinese patients with multiple myeloma: a single-center experience Med Sci Monit 24 2018 5887 5893 30138301 10.12659/MSM.907588 PMC6118163
6 Djebbari F. Rampotas A. Panitsas F. Evaluation of the frailty characteristics and clinical outcomes according to the new frailty-based outcome prediction model (Myeloma Risk Profile-MRP) in a UK real-world cohort of elderly newly diagnosed Myeloma patients PLoS One 17 1 2022 e0262388 10.1371/journal.pone.0262388 PMC8752006 35015781
7 Stege C.A.M. Nasserinejad K. van der Spek E. Ixazomib, daratumumab, and low-dose dexamethasone in frail patients with newly diagnosed multiple myeloma: the Hovon 143 study J Clin Oncol 39 25 2021 2758 2767 33945289 10.1200/JCO.20.03143
8 Milani P. Vincent Rajkumar S. Merlini G. N-terminal fragment of the type-B natriuretic peptide (NT-proBNP) contributes to a simple new frailty score in patients with newly diagnosed multiple myeloma Am J Hematol 91 11 2016 1129 1134 27508522 10.1002/ajh.24532 PMC5129512
9 Coulson A.B. Royle K.L. Pawlyn C. Frailty-adjusted therapy in transplant Non-Eligible patients with newly diagnosed multiple myeloma (FiTNEss (UK-MRA Myeloma XIV Trial)): a study protocol for a randomised phase III trial BMJ Open 12 6 2022 e056147 10.1136/bmjopen-2021-056147 PMC9163533 35654466
10 Facon T. Cook G. Usmani S.Z. Daratumumab plus lenalidomide and dexamethasone in transplant-ineligible newly diagnosed multiple myeloma: frailty subgroup analysis of MAIA Leukemia 36 4 2022 1066 1077 34974527 10.1038/s41375-021-01488-8 PMC8979809
11 Mateos M.V. Dimopoulos M.A. Cavo M. Daratumumab plus bortezomib, melphalan, and prednisone versus bortezomib, melphalan, and prednisone in transplant-ineligible newly diagnosed multiple myeloma: frailty subgroup analysis of ALCYONE Clin Lymphoma Myeloma Leuk 21 11 2021 785 798 34344638 10.1016/j.clml.2021.06.005
12 Facon T. Venner C.P. Bahlis N.J. Oral ixazomib, lenalidomide, and dexamethasone for transplant-ineligible patients with newly diagnosed multiple myeloma Blood 137 26 2021 3616 3628 33763699 10.1182/blood.2020008787 PMC8462404
13 Zhai Y. Yuan D. Ge X. Pegylated liposomal doxorubicin in vindesine-based and bortezomib-based regimens for patients with newly diagnosed multiple myeloma: a retrospective study of efficacy and safety Front Oncol 11 2021 597453 10.3389/fonc.2021.597453 PMC8030239 33842312
14 Dimopoulos M.A. Laubach J.P. Echeveste Gutierrez M.A. Ixazomib maintenance therapy in newly diagnosed multiple myeloma: an integrated analysis of four phase I/II studies Eur J Haematol 102 6 2019 494 503 30943323 10.1111/ejh.13231
15 Dimopoulos M.A. Spicka I. Quach H. Ixazomib as postinduction maintenance for patients with newly diagnosed multiple myeloma not undergoing autologous stem cell transplantation: the phase III TOURMALINE-MM4 trial J Clin Oncol 38 34 2020 4030 4041 33021870 10.1200/JCO.20.02060 PMC7768338
16 Palumbo A. Rajkumar S.V. Dimopoulos M.A. Prevention of thalidomide- and lenalidomide-associated thrombosis in myeloma Leukemia 22 2 2008 414 423 18094721 10.1038/sj.leu.2405062
17 Kumar S. Paiva B. Anderson K.C. International myeloma working group consensus criteria for response and minimal residual disease assessment in multiple myeloma Lancet Oncol 17 8 2016 e328 e346 27511158 10.1016/S1470-2045(16)30206-6
18 US Department of Health and Human Services NIoH, National Cancer Institute Common terminology criteria for adverse events (CTCAE) version 4.0 2009
19 Sprangers M.A.G. Bonnetain F. Eortc QLQ-C30 Michalos A.C. Encyclopedia of quality of life and well-being research 2014 Springer Netherlands Dordrecht 1933 1935
20 Rothmann M.D. Wiens B.L. Chan I.S. Design and analysis of non-inferiority trials 2011 CRC Press
21 Bao L. Lu M. Liu P. Efficacy and safety of induction therapy with IAd versus IRd regimen in fragile elderly patients with newly diagnosed multiple myeloma: results of a prospective multicenter clinical trail Clin Lymphoma Myeloma Leuke 21 Supplement 2 2021 S123
22 Su C.T. Chen J.C. Sussman J.B. Virtual care for multiple myeloma in the COVID-19 era: interrupted time series analysis of veterans health administration data Leuk Lymphoma 64 5 2023 1035 1039 36924453 10.1080/10428194.2023.2189989 PMC10432619
23 Touzeau C. Perrot A. Roussel M. All-oral triplet combination of ixazomib, lenalidomide, and dexamethasone in newly diagnosed transplant-eligible multiple myeloma patients: final results of the phase II IFM 2013-06 study Haematologica 107 7 2022 1693 1697 35172566 10.3324/haematol.2021.280394 PMC9244819
24 Mina R. Falcone A.P. Bringhen S. Ixazomib-based induction regimens plus ixazomib maintenance in transplant-ineligible, newly diagnosed multiple myeloma: the phase II, multi-arm, randomized UNITO-EMN10 trial Blood Cancer J 11 12 2021 197 34876566 10.1038/s41408-021-00590-5 PMC8651653
25 Mateos M.V. Dimopoulos M.A. Cavo M. Daratumumab plus bortezomib, melphalan, and prednisone for untreated myeloma N Engl J Med 378 6 2018 518 528 29231133 10.1056/NEJMoa1714678
26 Facon T. Kumar S. Plesner T. Daratumumab plus lenalidomide and dexamethasone for untreated myeloma N Engl J Med 380 22 2019 2104 2115 31141632 10.1056/NEJMoa1817249 PMC10045721
27 Mateos M.V. Cavo M. Blade J. Overall survival with daratumumab, bortezomib, melphalan, and prednisone in newly diagnosed multiple myeloma (ALCYONE): a randomised, open-label, phase 3 trial Lancet 395 10218 2020 132 141 31836199 10.1016/S0140-6736(19)32956-3
28 Miller H.L. Sharpley F.A. Frail multiple myeloma patients deserve more than just a score Hematol Rep 15 1 2023 151 156 36975728 10.3390/hematolrep15010015 PMC10048422
29 Facon T. Kumar S.K. Plesner T. Daratumumab, lenalidomide, and dexamethasone versus lenalidomide and dexamethasone alone in newly diagnosed multiple myeloma (MAIA): overall survival results from a randomised, open-label, phase 3 trial Lancet Oncol 22 11 2021 1582 1596 34655533 10.1016/S1470-2045(21)00466-6
30 Wu D. Pusuluri A. Vogus D. Design principles of drug combinations for chemotherapy J Control Release 323 2020 36 46 32283210 10.1016/j.jconrel.2020.04.018
31 Mina R. Larocca A. Offidani M. Efficacy and safety of ixazomib induction and maintenance in newly diagnosed multiple myeloma patients according to the IMWG frailty score: a post-hoc analysis of the EMN10-Unito trial 136 2020 44 45
Supplementary data
Appendix Study protocol
Acknowledgements
We want to thank Dr. Fangfang Duan from Beijing Jishuitan Hospital of Capital Medical University for her suggestions and assistance in statistical analysis. The study was conducted as an Investigator-Initiated Clinical Trial with no commercial partnership.
Supplementary data related to this article can be found at https://doi.org/10.1016/j.eclinm.2024.102431 .