Mrs. A. is a 73-year-old woman who has developed increasing fatigue and lower back pain over the past year. The pain limits her exercise tolerance such that she can now walk only 1 block. She is a retired schoolteacher who does volunteer efforts in her community but has limited her activities due to fatigue. Karnofsky performance status is 70%. She has a history of chronic hypertension treated with a diuretic, adult-onset diabetes mellitus treated with metformin, and hypothyroidism treated with levothyroxine. Initial evaluation reveals anemia, renal dysfunction, an elevated total protein, and an L2 compression fracture on lumbosacral radiographs. Results of initial and subsequent evaluation are shown below, and she is referred to a hematologist for further evaluation, which revealed the following: calcium 9.0 mg/dL, creatinine 3.2 mg/dL with estimated creatinine clearance using the Modification of Diet in Renal Disease equation of 15 mL/min, hemoglobin 9.6 g/dL, total protein 11 g/dL, albumin 3.2 g/dL, immunoglobulin A (IgA) λ M protein 6.8 g/dL, total IgA 7.2 g/dL, IgG 0.4g/dL, IgM 0.03 g/dL, free κ <0.01 mg/L, free λ 1000 mg/L, serum free light chain ratio <0.01, β-2–microglobulin 4.2, viscosity 3.0, lactate dehydrogenase 200 U/L, urine protein electrophoresis: 125 mg/dL with 30% M protein, and urine immunofixation: λ light chain. Skeletal bone survey showed lytic lesions in femurs and humeri and diffusely in ribs bilaterally as well as compression fractures at T4, T6, and L2. Bone marrow biopsy revealed λ-restricted plasma cells comprising 50% of the bone marrow core. Fluorescence in situ hybridization testing on marrow showed that del 17p was present in 80% of the plasma cells. Mrs. A. is informed of the diagnosis of multiple myeloma and the need for therapy. She requests consultation with 2 of the leading world experts. However, she wants to be treated near her home and does not want treatment on a clinical trial.

Learning Objectives
  • Appreciate that performance status and comorbidities are not adequate to encompass aging-associated vulnerabilities that impact treatment tolerance and prognosis in older adults with multiple myeloma

  • Apply measures of frailty to treatment considerations in older adults with multiple myeloma

  • Consider the intersection of treatment options and geriatric concerns in older adults with multiple myeloma from diagnosis through relapse

In approaching initial treatment recommendations for an older patient with newly diagnosed multiple myeloma, 2 tasks should simultaneously be undertaken: staging the malignancy and “staging the aging.” Staging the myeloma will inform selection of the optimal treatment from a disease-focused perspective, assuming typical tolerance of the regimen. Staging the aging will provide insight into the patient’s physiologic aging and vulnerability to toxicity of therapy. With respect to the former, disease-focused prognostic markers can aid in categorizing the myeloma biology and inform treatment approaches. In this case, the patient has an elevated β-2–microglobulin, low albumin, normal lactate dehydrogenase, and high-risk chromosomal abnormalities, yielding Revised International Stating System stage II.1 

In parallel with the malignancy staging, we must consider the patient’s physiologic age. Given the aging population and concomitant increase in the number of older adults with cancer, clinicians increasingly recognize the need to categorize the varied health status of older adults and incorporate the geriatric medicine principles into the care of older adults with cancer.2  Numerous studies have shown that Karnofsky or Eastern Cooperative Oncology Group (ECOG) performance status does not fully capture the level of functional limitation in an older adult with cancer and that comorbidities are independent from performance status.3,4  Similarly, frailty cannot be categorically equated with comorbidity or functional dependence, which are interrelated but distinct concepts.5  Recently, the American Society of Clinical Oncology issued guidelines recommending, at minimum, evaluation of function, comorbidity, falls, depression, cognition, and nutrition in older adults with cancer.6 

The relevance of these guidelines in the care of older adults with myeloma is supported by the prevalence of geriatric impairments in this population. In a cohort of 869 older adults with myeloma, most of whom had an ECOG performance status of 0 or 1, 14% were dependent in 2 or more activities of daily living, and 18% were dependent in 3 or more instrumental activities of daily living.7  In a cohort of 40 patients who underwent comprehensive geriatric assessment, 62.5% were dependent on 1 or more instrumental activities of daily living. Other geriatric syndromes are extremely common as well. In a cohort of 801 patients with myeloma, common comorbidities included renal impairment (68%), cardiac impairment (45%), and pulmonary impairment (32%). In a cohort of 24 older men with myeloma, 1/2 screened positive for nutritional impairment, 1/2 were frail using the Rockwood clinical frailty scale, 1/4 were impaired in performing the Timed Up and Go Test (an objective measure of physical performance), and 29% screened positive for risk of depression.8  Falls were reported by about 30% of older adults with myeloma in a 400-patient cohort, more than in noncancer controls.9  Geriatric impairments are very common in older adults with myeloma, and their presence may influence an individual’s risk of adverse outcomes.

The International Myeloma Working Group (IMWG) has developed a model of frailty based on geriatric factors associated with adverse outcomes in older adults with myeloma (Table 1). The model was developed in a cohort of 869 older patients with myeloma enrolled in clinical trials. The model was built using factors associated with overall survival, including patient age, comorbidities, and functional status (activities of daily living/instrumental activities of daily living), to categorize patients as fit, intermediate fit, or frail.7  The resultant frailty status was shown to be associated with grade ≥3 nonhematologic adverse events, drug discontinuation, and lower overall survival. The model has since been externally validated in a cohort of 125 patients, with frail patients having a hazard ratio (HR) for mortality of 6.06 (95% confidence interval, 1.35-27.25) after adjusting for International Staging System Stage, cytogenetics, and therapy.10  Of note, when the IMWG frailty model was applied in a younger cohort (69% under age 65), frailty was associated with nonhematologic toxicity but not treatment discontinuation or overall survival.11  In our case presentation, we are unable to ascertain the patient’s IMWG frailty status with the data provided. A Karnofsky performance status of 70% is defined as “[c]ares for self; unable to carry on normal activity or do active work.” This suggests that the patient is independent in activities of daily living (eg, bathing, toileting, and transferring), but we do not know her level of independence in instrumental activities of daily living (eg, meal preparation, medication management, and finances).

Another frailty model, the Revised Myeloma Comorbidity Index (R-MCI), predicts survival in older adults with myeloma. The R-MCI incorporates specific comorbidities (ie, renal or pulmonary disease), Karnofsky performance status, age, frailty as defined by Fried et al,12  and cytogenetics (Table 1). This model was developed in 552 patients with a median age of 62 and validated in 249 patients with a median age of 63. Using this model, patients categorized as frail had a 9-fold greater risk of death compared with those categorized as fit (HR, 9.57; 95% confidence interval, 6.52-14.03).13  When the R-MCI and IMWG were directly compared in a cohort of 125 patients with myeloma, patients categorized as frail using the IMWG model had an HR for mortality of 6.06, whereas patients categorized as frail by the R-MCI had an adjusted HR for mortality of 8.34 (95% confidence interval, 1.69-41.17).10  In our case, although we do not have data on the patient’s frailty phenotype12  (which requires data on grip strength, weight loss, gait speed, self-reported exhaustion, and low physical activity), she would already be categorized as frail with the R-MCI based on her renal impairment, age, performance status, and cytogenetics, and she would be expected to have a greater risk for mortality.

Additional models incorporating components of geriatric assessment have been developed and validated in myeloma and other cancer populations. A recently published model applied the Accumulation of Deficits approach to operationalizing frailty in older adults with myeloma and showed that frailty was prognostic, with HR for mortality of 1.63 (95% confidence interval, 1.26-2.11).14,15  The Geriatric Assessment in Hematology scale16,17  incorporates domains not assessed in the IMWG or R-MCI frailty models, including gait speed, nutrition, cognition, and depression, which as mentioned above, are prevalent in older adults with myeloma. It was developed in 164 patients with multiple myeloma, chronic lymphocytic leukemia, myelodysplastic syndrome, and acute myeloid leukemia; it has criterion validity, although data on its utility in predicting chemotherapy toxicity and survival are awaited. The Cancer and Aging Research Group Risk Prediction Tool and the Chemotherapy Risk Assessment for High Age Patients Score have been widely adopted in the geriatric oncology literature as tools to predict toxicity of chemotherapy, although their utility in hematologic malignancies is unknown.6 

There is no single optimal regimen for all older patients with newly diagnosed multiple myeloma. The suggested induction regimen for this patient is influenced by both disease-related factors and her current functional status. Her high-risk cytogenetic abnormality with 17p deletion warrants consideration of a 3-drug bortezomib-based combination regimen. The IMWG consensus on the treatment of multiple myeloma with high-risk cytogenetics and the European Myeloma Network consensus on practice in older adults with myeloma both concluded that bortezomib-based regimens may partly overcome the adverse prognostic effect of 17p deletion.18,19  In the SWOG S0777 trial of lenalidomide, bortezimib, and dexamethasone (RVd) vs lenalidomide and dexamethasone (Rd), the median progression-free survival was 38 months in the high-risk patients treated with RVd compared with 16 months in the high-risk patients treated with Rd.20  In a recent review of frontline therapies for older adults with high-risk cytogenetics, Avet-Loiseau and Facon21  note that, among patients with high-risk cytogenetics, progression-free and overall survival tended to be longer with triplet regimens. Table 2 highlights regimens that have been evaluated in as frontline therapy in older adults with multiple myeloma, including response rates, progression-free survival, overall survival, and toxicities.

Although a triplet would be optimal, our patient’s current functional limitations warrant some caution with a triplet regimen at standard dosing. We know that patients enrolled in clinical trials tend to have better performance status, fewer comorbidities, and better survival than those ineligible for clinical trials, and therefore, the data from clinical trials may not directly apply to every patient in clinic.22,23  Indeed, in studies that include patients who are more vulnerable than those typically enrolled in trials of transplant-ineligible patients, survival with 3-drug regimens was similar to that of 2-drug regimens due to increased rates of toxicity.24,25 

Given that the patient meets criteria for frailty based on the R-MCI, she may be at greater risk for toxicities of therapy. We know that early discontinuation of therapy due to toxicity is associated with shorter survival.26  Although the approach has not been validated in multiple myeloma, the “start low—go slow” principle used in geriatrics has been applied in treatment trials in other malignancies. In this approach, empiric initial dose modifications are followed by dose escalation if the older patient tolerates the initial dosing well.27  Empiric dose modifications based on vulnerabilities in older adults with myeloma have been proposed and are a reasonable approach (Table 3),19,28-31  although they await prospective evaluation of their impact on toxicity and efficacy. In this case, I would proceed initially with weekly subcutaneous bortezomib and dexamethasone alone, with the anticipation that there would be improvement in her renal function and possibly, her functional status as her pain improves, thereby allowing us to escalate to a triplet regimen.

Because of her high-risk cytogenetics, a 3-drug regimen would be preferred, potentially after a 2-drug “prephase” as described above. The combination of RVd is superior to Rd alone with respect to response rate, progression-free survival, and overall survival.20  However, the rate of grade 3 neurologic toxicity using twice weekly intravenously administered bortezomib was 33%. Because of the high rate of toxicity, a modification of this regimen, termed “RVD-lite,” was designed specifically for older adults and tested in a phase 2 study. In this study, bortezomib was administered subcutaneously and weekly for 4 weeks, with 1 week off, for 9 cycles followed by 6 cycles of consolidation.32  The overall response rate was 86%, with a median progression-free survival of 35 months. Yet, importantly, this efficacy did not come at the cost of toxicity: the rate of discontinuation due to toxicity was only 4%, and the rate of grade 3 neuropathy was only 2%. As mentioned above, early discontinuation of therapy due to toxicities is associated with poorer survival, whereas a cumulative bortezomib exposure of >39 mg/m2 (which would be 7.5 cycles of RVD-lite) is associated with superior survival33 ; therefore, initial therapeutic selection to optimize the chances of continuing therapy is ideal. Although the combination of lenalidomide and bortezomib is not specifically approved for initial therapy, its use is supported by the National Comprehensive Cancer Network guidelines34  and the IMWG consensus on the treatment of individuals with high-risk cytogenetics.18 

It is a testament to the rapid advances in our field that another new regimen (bortezomib, melphalan, prednisone [VMP], and daratumumab) was approved by the Food and Drug Administration in May 2018 for older adults with newly diagnosed multiple myeloma who are transplant ineligible.35  In our patient's case, she would not have been a candidate for the ALCYONE trial due to her renal impairment at presentation, and therefore, the role for the daratumumab-VMP regimen in this patient is unclear.

Had the patient in the case presented with different features, other considerations may have informed treatment options. For example, in a patient with standard-risk cytogenetics, the RVD-lite regimen could be considered, but there may be more room for personalization of therapy. For example, if the patient expresses a strong preference for an all orally administered regimen and her renal function allowed, Rd alone, as per the FIRST trial, would be reasonable.36  In a patient who had not experienced the functional decline seen in this patient, who met criteria as outlined above for being “fit,” induction therapy followed by consolidation with high-dose therapy and autologous stem cell transplantation could be considered. Numerous studies have shown similar outcomes between younger patients and selected fit older patients who undergo high-dose therapy and autologous stem cell transplant as well as improved survival among older patients who undergo high-dose therapy and autologous stem cell transplant compared with older adults who do not undergo this treatment.37-40 

It should also be noted that steroids, particularly traditional high doses of dexamethasone (ie, cumulative doses ≥480 mg per 4-week cycle), may be particularly toxic in older adults.41,42  Dose adjustments as outlined in Table 3, with lower doses of dexamethasone or the substitution of prednisone for dexamethasone, may be appropriate.41,43 

In addition to selecting the initial antimyeloma regimen, we must also attend to her supportive care. The plain radiographs, which showed compression fractures in this case, should be followed with magnetic resonance imaging of the whole spine. If there is any soft tissue component concerning for impending neurologic compromise, radiation therapy may be considered to those focal areas. Although radiation and systemic therapy are generally not coadministered, phase 1 data support the safety of concomitant bortezomib and radiation therapy.44  Concomitant treatment with radiation therapy for symptomatic focal lesions and systemic therapy for systemic disease (renal insufficiency in this case) may be required in some patients. The patient may be a candidate for vertebroplasty for her symptomatic L2 lesion and will require use of a bone-modifying agent. Given her significant renal impairment, her therapeutic options include pamidronate or denosumab. Denosumab is noninferior to zoledronic acid for the prevention of skeletal-related events; however, cost is substantially higher for denosumab. Given its ease of subcutaneous administration, denosumab is an alternative to pamidronate in myeloma patients with renal insufficiency. The IMWG recommends against the use of pamidronate or zoledronic acid in patients with a creatinine clearance <30 mL/min,45  whereas the American Society of Clinical Oncology advises slowing the rate of infusion of pamidronate to 4 to 6 hours for patients with creatinine >3 mg/dL or creatinine clearance <30 mL/min.46  Current guidelines generally recommend bone-modifying therapy for 2 years.45,46 

After 6 monthly cycles, reevaluation reveals M protein by serum protein electrophoresis: none; immunoglobulin A (IgA) quantification: 0.1 g/dL; β-2–microglobulin 1.4; creatinine 1.2 mg/dL; free κ 15 mg/L; free λ 25 mg/L; serum free light chain ratio 0.60 (normal); and UPEP: only trace λ.

This follow-up data show improvement in the patient’s renal function, although it is important to note that, despite her normal serum creatinine, her glomerular filtration rate using either the Chronic Kidney Disease Epidemiology Collaboration (CKD-Epi) or the Modification of Diet in Renal Disease (MDRD) equation is still <60 mL/min per 1.73 m2. In addition, her monoclonal paraprotein is negative, but given her positive urine immunofixation, she is in very good partial response. As in younger patients, depth of response in older patients correlates with progression-free and overall survival.47  Regarding duration of therapy, in the phase 2 study of RVD-lite, the initial treatment plan was for 9 35-day cycles. As long as she is tolerating the regimen without significant neuropathy, RVD-lite may be continued to increase her depth of response. However, the cumulative sensory neuropathy from bortezomib may interfere with daily functions and contribute to an increased risk of falls. Continued conversation about the patient's goals of care, preferences, and values will ensure that we do not induce toxicity that hastens functional decline in our pursuit of greater control of the myeloma.

Serum M protein is not detectable, IgA is 0.5 g/dL, and serum immunofixation is negative. However, she does have grade 2 peripheral neuropathy.

The patient has attained a complete response. Achieving minimal residual disease (MRD) negativity is associated with better outcomes, overcoming the negative prognostic impact of high-risk cytogenetics.48,49  However, despite its prognostic import, it is not known how MRD assessment should influence treatment recommendations. Several lines of evidence support continuous therapy regardless of the depth of response. In the FIRST trial, continuous therapy with lenalidomide was associated with prolonged progression-free survival compared with fixed duration therapy, although it should be noted that overall survival was similar with fixed duration lenalidomide or continuous lenalidomide.36  In a pooled analysis of 3 phase 3 trials, over 1300 patients were randomized to therapy that was either of fixed duration or continuous. Continuous therapy was associated with prolongation of progression-free survival and overall survival, with an HR of 0.69 in the overall survival analysis.50  Thus, continuous treatment should be recommended as long as significant toxicity does not develop. Given that the patient now has grade 2 peripheral neuropathy, it would be appropriate to discontinue bortezomib and continue with lenalidomide alone.

She remains in remission for 2.5 years but then, develops new lytic bone lesions with M protein 0.5 g/dL.

The patient has a number of therapeutic options at this point. With multiple new agents and different drug classes, there is tremendous flexibility to tailor a regimen, taking into account her prior treatment, residual toxicities of prior therapy, and her current state of health. The agents that she has not yet been exposed to include carfilzomib, ixazomib, thalidomide, pomalidomide, elotuzumab, and daratumumab as well as the conventional alkylating agents melphalan and cyclophosphamide. Given that her myeloma is symptomatic with new bony lesions and refractory to lenalidomide, ixazomib and elotuzumab are less attractive options, because they are approved in combination with lenalidomide.51,52  If her prior peripheral neuropathy has resolved, her disease may still be sensitive to bortezomib, and the combination of bortezomib, daratumumab, and dexamethasone could be considered53  as could the combination of pomalidomide, bortezomib, and dexamethasone.54  However, about 1/3 of patients with grade ≥2 neuropathy will not have improvement in neuropathy after discontinuing therapy.55  If she were exposed to further bortezomib and her neuropathy worsened, as a grade 3 neuropathy, this toxicity would mean that the neuropathy is now interfering with her ability to independently complete her activities of daily living. Patient preferences become an important consideration: 59% of older adults with cancer prioritize maintaining their independence over length of life.56  An attractive therapeutic option with less neurotoxicity would be the combination of pomalidomide, daratumumab, and dexamethasone, which was recently approved in the United States, with an overall response rate of 60% and a median progression-free survival of 8.8 months.57  Given that our patient is receiving this regimen in her second line of therapy, her likelihood of response and duration of benefit may be even greater than the typical patient in that trial given that patients who received the combination in second or third line tended to have a higher response rate than those receiving it later in their course.

Therapeutic trials in patients with relapsed/refractory myeloma typically do not have age-based eligibility restrictions, and the outcomes of the older patients enrolled in the pivotal trials are typically similar to those of the younger patients enrolled (Figure 1).51-54,58-63  However, the proportion of older adults enrolled tends to be small; the trials tend to have exclusion criteria based on performance status, renal function, and cardiac and pulmonary comorbidities that de facto exclude older patients.58  The small proportion of older adults who are enrolled may not be representative of the older population with relapsed/refractory myeloma in general. Extrapolating from the pivotal trials and applying the results (both disease control and toxicities) to older adults who would not have been eligible for trials may overestimate their benefit and underestimate toxicity.22,23 

Figure 1.

Comparison of HRs for progression-free survival in overall study population vs older subgroup in recent randomized trials in relapsed/refractory multiple myeloma. Endeavor trial: carfilzomib-dexamethasone vs bortezomib-dexamethasone (older subgroup ≥75, N = 143); Aspire trial: carfilzomib-lenalidomide-dexamethasone vs l lenalidomide-dexamethasone (older subgroup ≥65, N = 393); Tourmaline-1 trial: ixazomib-lenalidomide-dexamethasone (older subgroup >75, N = 108); Pollux trial: daratumumab-bortezomib-dexamethasone vs bortezomib-dexamethasone (older subgroup ≥75, N = 64); Castor trial: daratumumab-lenalidomide-dexamethasone vs lenalidomide-dexamethasone (older subgroup ≥65, N = 241); Eloquent-2 trial: elotuzumab-lenalidomide-dexamethasone vs lenalidomide-dexamethasone alone (older subgroup ≥65, N = 370); Panorama trial: panobinostat-bortezomib-dexamethasone vs bortezomib-dexamethasone (older subgroup ≥65, N = 323); OptimisMM trial: pomalidomide-bortezomib-dexamethasone vs bortezomib-dexamethasone (no subgroup analysis published); and Eloquent-3 trial: elotuzumab-pomalidomide-dexamethasone vs pomalidomide-dexamethasone alone (no subgroup analysis published).

Figure 1.

Comparison of HRs for progression-free survival in overall study population vs older subgroup in recent randomized trials in relapsed/refractory multiple myeloma. Endeavor trial: carfilzomib-dexamethasone vs bortezomib-dexamethasone (older subgroup ≥75, N = 143); Aspire trial: carfilzomib-lenalidomide-dexamethasone vs l lenalidomide-dexamethasone (older subgroup ≥65, N = 393); Tourmaline-1 trial: ixazomib-lenalidomide-dexamethasone (older subgroup >75, N = 108); Pollux trial: daratumumab-bortezomib-dexamethasone vs bortezomib-dexamethasone (older subgroup ≥75, N = 64); Castor trial: daratumumab-lenalidomide-dexamethasone vs lenalidomide-dexamethasone (older subgroup ≥65, N = 241); Eloquent-2 trial: elotuzumab-lenalidomide-dexamethasone vs lenalidomide-dexamethasone alone (older subgroup ≥65, N = 370); Panorama trial: panobinostat-bortezomib-dexamethasone vs bortezomib-dexamethasone (older subgroup ≥65, N = 323); OptimisMM trial: pomalidomide-bortezomib-dexamethasone vs bortezomib-dexamethasone (no subgroup analysis published); and Eloquent-3 trial: elotuzumab-pomalidomide-dexamethasone vs pomalidomide-dexamethasone alone (no subgroup analysis published).

Close modal

Relapse is observed with new lower back pain and L4 compression fracture.

At the time of myeloma progression, restaging the malignancy should be accompanied by “restaging the aging.” Although the frailty models described at the start of the case were developed and validated in older adults with newly diagnosed multiple myeloma, the same principles likely apply. In our case, about 5 years have intervened since the initial presentation. Our patient is now 78 years old. In addition to residual toxicities of prior therapy and the impact of the disease itself on her overall health, other aging-associated conditions may have developed. Her preexisting hypertension may have progressed to diastolic congestive heart failure, which would make carfilzomib problematic given its association with cardiac toxicities.64  Similarly, her underlying neuropathy may put her at greater risk for worsening peripheral neuropathy related to thalidomide.65  If she has developed cognitive impairment, this may be a barrier to adherence to an all orally administered regimen, such as ixazomib and dexamethasone with or without cyclophosphamide.66-68  Her social support network may now be more limited; in a survey of older caregivers of patients with cancer, over 2/3 were themselves experiencing poor health or serious health conditions, which may present a barrier to frequent visits for parenteral therapy if she is dependent on a caregiver for transportation.69  Formal assessment of the patient's comorbidities, functional status, medications, history of falls, cognition, psychosocial status, and social support will be essential in considering subsequent therapeutic options.6 

Clinical trials are an important option at every therapeutic juncture. Unfortunately, older adults are systematically underenrolled in clinical trials.70  This is less commonly due to specific age restrictions, but rather, it is de facto exclusion related to comorbidities or excluded medications required for comorbid conditions. For example, our patient's creatinine clearance of <60 mL/min is a common exclusion criteria for clinical trials, even when the study drug is not renally cleared. Overly restrictive eligibility criteria limit the generalizability of results; recognition of this has led to calls to broaden inclusion criteria and provide clear rationale for exclusions.71 

In summary, the approach to the care of an older adult with myeloma should include incorporation of the principles of geriatrics interwoven with disease-focused considerations. Models of frailty, incorporating just a few additional items not gathered in routine oncology assessment, can aid is stratifying the patient’s risk of toxicity and mortality and inform shared decision making.

Tanya M. Wildes, Division of Medical Oncology, Washington University School of Medicine, 660 South Euclid Ave, Campus Box 8056, St. Louis, MO 63110; e-mail: twildes@wustl.edu.

1.
Palumbo
A
,
Avet-Loiseau
H
,
Oliva
S
, et al
.
Revised international staging system for multiple myeloma: a report from International Myeloma Working Group
.
J Clin Oncol
.
2015
;
33
(
26
):
2863
-
2869
.
2.
Rosenberg
PS
,
Barker
KA
,
Anderson
WF
.
Future distribution of multiple myeloma in the United States by sex, age, and race/ethnicity
.
Blood
.
2015
;
125
(
2
):
410
-
412
.
3.
Extermann
M
,
Overcash
J
,
Lyman
GH
,
Parr
J
,
Balducci
L
.
Comorbidity and functional status are independent in older cancer patients
.
J Clin Oncol
.
1998
;
16
(
4
):
1582
-
1587
.
4.
Repetto
L
,
Fratino
L
,
Audisio
RA
, et al
.
Comprehensive geriatric assessment adds information to Eastern Cooperative Oncology Group performance status in elderly cancer patients: an Italian Group for Geriatric Oncology Study
.
J Clin Oncol
.
2002
;
20
(
2
):
494
-
502
.
5.
Fried
LP
,
Ferrucci
L
,
Darer
J
,
Williamson
JD
,
Anderson
G
.
Untangling the concepts of disability, frailty, and comorbidity: implications for improved targeting and care
.
J Gerontol A Biol Sci Med Sci
.
2004
;
59
(
3
):
255
-
263
.
6.
Mohile
SG
,
Dale
W
,
Somerfield
MR
, et al
.
Practical assessment and management of vulnerabilities in older patients receiving chemotherapy: ASCO Guideline for Geriatric Oncology
.
J Clin Oncol
.
2018
;
36
(
22
):
2326
-
2347
.
7.
Palumbo
A
,
Bringhen
S
,
Mateos
M-V
, et al
.
Geriatric assessment predicts survival and toxicities in elderly myeloma patients: an International Myeloma Working Group report
.
Blood
.
2015
;
125
(
13
):
2068
-
2074
.
8.
Handforth
C
,
Burkinshaw
R
,
Freeman
J
, et al
.
Comprehensive geriatric assessment and decision-making in older men with incurable but manageable (chronic) cancer
.
Support Care Cancer
.
2018
;
319
(
1
):
309
.
9.
Wildes
TM
,
Fiala
MA
.
Falls in older adults with multiple myeloma
.
Eur J Haematol
.
2018
;
100
(
3
):
273
-
278
.
10.
Engelhardt
M
,
Dold
SM
,
Ihorst
G
, et al
.
Geriatric assessment in multiple myeloma patients: validation of the International Myeloma Working Group (IMWG) score and comparison with other common comorbidity scores
.
Haematologica
.
2016
;
101
(
9
):
1110
-
1119
.
11.
Zhong
Y-P
,
Zhang
Y-Z
,
Liao
A-J
,
Li
SX
,
Tian
C
,
Lu
J
.
Geriatric assessment to predict survival and risk of serious adverse events in elderly newly diagnosed multiple myeloma patients: a multicenter study in China
.
Chin Med J (Engl)
.
2017
;
130
(
2
):
130
-
134
.
12.
Fried
LP
,
Tangen
CM
,
Walston
J
, et al
;
Cardiovascular Health Study Collaborative Research Group
.
Frailty in older adults: evidence for a phenotype
.
J Gerontol A Biol Sci Med Sci
.
2001
;
56
(
3
):
M146
-
M156
.
13.
Engelhardt
M
,
Domm
A-S
,
Dold
SM
, et al
.
A concise revised Myeloma Comorbidity Index as a valid prognostic instrument in a large cohort of 801 multiple myeloma patients
.
Haematologica
.
2017
;
102
(
5
):
910
-
921
.
14.
Rockwood
K
,
Mitnitski
A
.
Frailty in relation to the accumulation of deficits
.
J Gerontol A Biol Sci Med Sci
.
2007
;
62
(
7
):
722
-
727
.
15.
Mian
HS
,
Wildes
TM
,
Fiala
M
.
Development of a Medicare health outcomes survey deficit-accumulation frailty index and its application to older patients with newly diagnosed multiple myeloma [published online ahead of print 25 July 2018]
.
JCO Clin Cancer Inform
. doi:10.1200/CCI.18.00043.
16.
Bonanad
S
,
De la Rubia
J
,
Gironella
M
, et al
;
GAH Group
.
Development and psychometric validation of a brief comprehensive health status assessment scale in older patients with hematological malignancies: the GAH Scale
.
J Geriatr Oncol
.
2015
;
6
(
5
):
353
-
361
.
17.
Cruz-Jentoft
AJ
,
González
B
,
de la Rubia
J
, et al
;
GAH Group
.
Further psychometric validation of the GAH scale: responsiveness and effect size
.
J Geriatr Oncol
.
2017
;
8
(
3
):
211
-
215
.
18.
Sonneveld
P
,
Avet-Loiseau
H
,
Lonial
S
, et al
.
Treatment of multiple myeloma with high-risk cytogenetics: a consensus of the International Myeloma Working Group
.
Blood
.
2016
;
127
(
24
):
2955
-
2962
.
19.
Larocca
A
,
Dold
SM
,
Zweegman
S
, et al
.
Patient-centered practice in elderly myeloma patients: an overview and consensus from the European Myeloma Network (EMN)
.
Leukemia
.
2018
;
32
:
1697
-
1712
.
20.
Durie
BGM
,
Hoering
A
,
Abidi
MH
, et al
.
Bortezomib with lenalidomide and dexamethasone versus lenalidomide and dexamethasone alone in patients with newly diagnosed myeloma without intent for immediate autologous stem-cell transplant (SWOG S0777): a randomised, open-label, phase 3 trial
.
Lancet
.
2017
;
389
(
10068
):
519
-
527
.
21.
Avet-Loiseau
H
,
Facon
T
.
Front-line therapies for elderly patients with transplant-ineligible multiple myeloma and high-risk cytogenetics in the era of novel agents
.
Leukemia
.
2018
;
32
(
6
):
1267
-
1276
.
22.
Shah
JJ
,
Abonour
R
,
Gasparetto
C
, et al
.
Analysis of common eligibility criteria of randomized controlled trials in newly diagnosed multiple myeloma patients and extrapolating outcomes
.
Clin Lymphoma Myeloma Leuk
.
2017
;
17
(
9
):
575
-
583.e2
.
23.
Malecek
M-K
,
Fiala
M
,
Schroeder
M
, et al
.
Multiple myeloma patients ineligible for randomized controlled trials have poorer outcomes irrespective of treatment
.
Clin Lymphoma Myeloma Leuk
.
2018
;
18
(
9
):
e363
-
e364
.
24.
Niesvizky
R
,
Flinn
IW
,
Rifkin
R
, et al
.
Community-based phase IIIB trial of three UPFRONT bortezomib-based myeloma regimens
.
J Clin Oncol
.
2015
;
33
(
33
):
3921
-
3929
.
25.
Larocca
A
,
Bringhen
S
,
Petrucci
MT
, et al
.
A phase 2 study of three low-dose intensity subcutaneous bortezomib regimens in elderly frail patients with untreated multiple myeloma
.
Leukemia
.
2016
;
30
(
6
):
1320
-
1326
.
26.
Bringhen
S
,
Mateos
M-V
,
Zweegman
S
, et al
.
Age and organ damage correlate with poor survival in myeloma patients: meta-analysis of 1435 individual patient data from 4 randomized trials
.
Haematologica
.
2013
;
98
(
6
):
980
-
987
.
27.
Seymour
MT
,
Thompson
LC
,
Wasan
HS
, et al
;
National Cancer Research Institute Colorectal Cancer Clinical Studies Group
.
Chemotherapy options in elderly and frail patients with metastatic colorectal cancer (MRC FOCUS2): an open-label, randomised factorial trial
.
Lancet
.
2011
;
377
(
9779
):
1749
-
1759
.
28.
Palumbo
A
,
Anderson
K
.
Multiple myeloma
.
N Engl J Med
.
2011
;
364
(
11
):
1046
-
1060
.
29.
Wildes
TM
,
Rosko
A
,
Tuchman
SA
.
Multiple myeloma in the older adult: better prospects, more challenges
.
J Clin Oncol
.
2014
;
32
(
24
):
2531
-
2540
.
30.
Palumbo
A
,
Bringhen
S
,
Ludwig
H
, et al
.
Personalized therapy in multiple myeloma according to patient age and vulnerability: a report of the European Myeloma Network (EMN)
.
Blood
.
2011
;
118
(
17
):
4519
-
4529
.
31.
Zweegman
S
,
Engelhardt
M
,
Larocca
A
;
EHA SWG on ‘Aging and Hematology’
.
Elderly patients with multiple myeloma: towards a frailty approach?
Curr Opin Oncol
.
2017
;
29
(
5
):
315
-
321
.
32.
O’Donnell
EK
,
Laubach
JP
,
Yee
AJ
, et al
.
A phase 2 study of modified lenalidomide, bortezomib and dexamethasone in transplant-ineligible multiple myeloma
.
Br J Haematol
.
2018
;
182
(
2
):
222
-
230
.
33.
Mateos
M-V
,
Richardson
PG
,
Dimopoulos
MA
, et al
.
Effect of cumulative bortezomib dose on survival in multiple myeloma patients receiving bortezomib-melphalan-prednisone in the phase III VISTA study
.
Am J Hematol
.
2015
;
90
(
4
):
314
-
319
.
34.
Kumar
SK
,
Callander
NS
,
Alsina
M
, et al
.
NCCN guidelines insights: multiple myeloma, version 3.2018
.
J Natl Compr Canc Netw
.
2018
;
16
(
1
):
11
-
20
.
35.
Mateos
M-V
,
Dimopoulos
MA
,
Cavo
M
, et al
;
ALCYONE Trial Investigators
.
Daratumumab plus bortezomib, melphalan, and prednisone for untreated myeloma
.
N Engl J Med
.
2018
;
378
(
6
):
518
-
528
.
36.
Benboubker
L
,
Dimopoulos
MA
,
Dispenzieri
A
, et al
;
FIRST Trial Team
.
Lenalidomide and dexamethasone in transplant-ineligible patients with myeloma
.
N Engl J Med
.
2014
;
371
(
10
):
906
-
917
.
37.
El Cheikh
J
,
Kfoury
E
,
Calmels
B
, et al
.
Age at transplantation and outcome after autologous stem cell transplantation in elderly patients with multiple myeloma
.
Hematol Oncol Stem Cell Ther
.
2011
;
4
(
1
):
30
-
36
.
38.
Muta
T
,
Miyamoto
T
,
Fujisaki
T
, et al
;
Fukuoka Blood and Marrow Transplant Group (FBMTG)
.
Evaluation of the feasibility and efficacy of autologous stem cell transplantation in elderly patients with multiple myeloma
.
Intern Med
.
2013
;
52
(
1
):
63
-
70
.
39.
Kumar
SK
,
Dispenzieri
A
,
Lacy
MQ
, et al
.
Continued improvement in survival in multiple myeloma: changes in early mortality and outcomes in older patients
.
Leukemia
.
2014
;
28
(
5
):
1122
-
1128
.
40.
Wildes
TM
,
Finney
JD
,
Fiala
M
, et al
.
High-dose therapy and autologous stem cell transplant in older adults with multiple myeloma
.
Bone Marrow Transplant
.
2015
;
50
(
8
):
1075
-
1082
.
41.
Rajkumar
SV
,
Jacobus
S
,
Callander
NS
, et al
;
Eastern Cooperative Oncology Group
.
Lenalidomide plus high-dose dexamethasone versus lenalidomide plus low-dose dexamethasone as initial therapy for newly diagnosed multiple myeloma: an open-label randomised controlled trial
.
Lancet Oncol
.
2010
;
11
(
1
):
29
-
37
.
42.
Hernández
JM
,
García-Sanz
R
,
Golvano
E
, et al
.
Randomized comparison of dexamethasone combined with melphalan versus melphalan with prednisone in the treatment of elderly patients with multiple myeloma
.
Br J Haematol
.
2004
;
127
(
2
):
159
-
164
.
43.
Reece
DE
,
Trieu
Y
,
Masih-Khan
E
, et al
.
Cyclophosphamide and bortezomib with prednisone or dexamethasone for the treatment of relapsed and refractory multiple myeloma
.
Clin Lymphoma Myeloma Leuk
.
2016
;
16
(
7
):
387
-
394
.
44.
Pugh
TJ
,
Chen
C
,
Rabinovitch
R
, et al
.
Phase I trial of bortezomib and concurrent external beam radiation in patients with advanced solid malignancies
.
Int J Radiat Oncol Biol Phys
.
2010
;
78
(
2
):
521
-
526
.
45.
Terpos
E
,
Morgan
G
,
Dimopoulos
MA
, et al
.
International Myeloma Working Group recommendations for the treatment of multiple myeloma-related bone disease
.
J Clin Oncol
.
2013
;
31
(
18
):
2347
-
2357
.
46.
Anderson
K
,
Ismaila
N
,
Flynn
PJ
, et al
.
Role of bone-modifying agents in multiple myeloma: American Society of Clinical Oncology clinical practice guideline update
.
J Clin Oncol
.
2018
;
36
(
8
):
812
-
818
.
47.
Lahuerta
J-J
,
Paiva
B
,
Vidriales
M-B
, et al
;
GEM (Grupo Español de Mieloma)/PETHEMA (Programa para el Estudio de la Terapéutica en Hemopatías Malignas) Cooperative Study Group
.
Depth of response in multiple myeloma: a pooled analysis of three PETHEMA/GEM clinical trials
.
J Clin Oncol
.
2017
;
35
(
25
):
2900
-
2910
.
48.
Kumar
S
,
Paiva
B
,
Anderson
KC
, et al
.
International Myeloma Working Group consensus criteria for response and minimal residual disease assessment in multiple myeloma
.
Lancet Oncol
.
2016
;
17
(
8
):
e328
-
e346
.
49.
Paiva
B
,
Cedena
MT
,
Puig
N
, et al
;
Grupo Español de Mieloma/Programa para el Estudio de la Terapéutica en Hemopatías Malignas (GEM/PETHEMA) Cooperative Study Groups
.
Minimal residual disease monitoring and immune profiling in multiple myeloma in elderly patients
.
Blood
.
2016
;
127
(
25
):
3165
-
3174
.
50.
Palumbo
A
,
Gay
F
,
Cavallo
F
, et al
.
Continuous therapy versus fixed duration of therapy in patients with newly diagnosed multiple myeloma
.
J Clin Oncol
.
2015
;
33
(
30
):
3459
-
3466
.
51.
Lonial
S
,
Dimopoulos
M
,
Palumbo
A
, et al
;
ELOQUENT-2 Investigators
.
Elotuzumab therapy for relapsed or refractory multiple myeloma
.
N Engl J Med
.
2015
;
373
(
7
):
621
-
631
.
52.
Moreau
P
,
Masszi
T
,
Grzasko
N
, et al
;
TOURMALINE-MM1 Study Group
.
Oral ixazomib, lenalidomide, and dexamethasone for multiple myeloma
.
N Engl J Med
.
2016
;
374
(
17
):
1621
-
1634
.
53.
Palumbo
A
,
Chanan-Khan
A
,
Weisel
K
, et al
;
CASTOR Investigators
.
Daratumumab, bortezomib, and dexamethasone for multiple myeloma
.
N Engl J Med
.
2016
;
375
(
8
):
754
-
766
.
54.
Richardson
PG
,
Rocafiguera
AO
,
Beksac
M
, et al
.
Pomalidomide (POM), bortezomib, and low-dose dexamethasone (PVd) vs bortezomib and low-dose dexamethasone (Vd) in lenalidomide (LEN)-exposed patients (pt) with relapsed or refractory mulitple myeloma (RRMM): phase 3 OPTIMISMM trial
.
J Clin Oncol
.
2018
;
36
(
15 suppl
):
8001
.
55.
Richardson
PG
,
Sonneveld
P
,
Schuster
MW
, et al
.
Reversibility of symptomatic peripheral neuropathy with bortezomib in the phase III APEX trial in relapsed multiple myeloma: impact of a dose-modification guideline
.
Br J Haematol
.
2009
;
144
(
6
):
895
-
903
.
56.
Soto-Perez-de-Celis
E
,
Li
D
,
Sun
C-L
, et al
.
Patient-defined goals and preferences among older adults with cancer starting chemotherapy [abstract]
.
J Clin Oncol
.
2018
;
36
(
15 suppl
):
10009
.
57.
Chari
A
,
Suvannasankha
A
,
Fay
JW
, et al
.
Daratumumab plus pomalidomide and dexamethasone in relapsed and/or refractory multiple myeloma
.
Blood
.
2017
;
130
(
8
):
974
-
981
.
58.
Mian
HS
,
Wildes
TM
.
Novel treatments for multiple myeloma: what role do they have in older adults?
Drugs Aging
.
2018
;
35
(
4
):
289
-
302
.
59.
Dimopoulos
MA
,
Moreau
P
,
Palumbo
A
, et al
;
ENDEAVOR Investigators
.
Carfilzomib and dexamethasone versus bortezomib and dexamethasone for patients with relapsed or refractory multiple myeloma (ENDEAVOR): a randomised, phase 3, open-label, multicentre study
.
Lancet Oncol
.
2016
;
17
(
1
):
27
-
38
.
60.
Stewart
AK
,
Rajkumar
SV
,
Dimopoulos
MA
, et al
;
ASPIRE Investigators
.
Carfilzomib, lenalidomide, and dexamethasone for relapsed multiple myeloma
.
N Engl J Med
.
2015
;
372
(
2
):
142
-
152
.
61.
Dimopoulos
MA
,
Oriol
A
,
Nahi
H
, et al
;
POLLUX Investigators
.
Daratumumab, lenalidomide, and dexamethasone for multiple myeloma
.
N Engl J Med
.
2016
;
375
(
14
):
1319
-
1331
.
62.
San-Miguel
JF
,
Hungria
VTM
,
Yoon
S-S
, et al
.
Panobinostat plus bortezomib and dexamethasone versus placebo plus bortezomib and dexamethasone in patients with relapsed or relapsed and refractory multiple myeloma: a multicentre, randomised, double-blind phase 3 trial
.
Lancet Oncol
.
2014
;
15
(
11
):
1195
-
1206
.
63.
Dimopoulos
M
,
Dytfield
D
,
Grosicki
S
, et al
.
Elotuzumab plus pomalidomide/dexamethasone (EPD) vs PD for treatment of relapsed/refractory multiple myeloma (RRMM): results from the phase 2, randomized open-label ELOQUENT-3 study
. In:
Proceedings from the 23rd Congress of the European Hematology Association
.
14
-
17
June 2018. Stockholm, Sweden. Abstract LB2606.
64.
Shah
C
,
Bishnoi
R
,
Jain
A
, et al
.
Cardiotoxicity associated with carfilzomib: systematic review and meta-analysis
.
Leuk Lymphoma
.
2018
;
17
:
1
-
13
.
65.
Plasmati
R
,
Pastorelli
F
,
Cavo
M
, et al
.
Neuropathy in multiple myeloma treated with thalidomide: a prospective study
.
Neurology
.
2007
;
69
(
6
):
573
-
581
.
66.
Mislang
AR
,
Wildes
TM
,
Kanesvaran
R
, et al
.
Adherence to oral cancer therapy in older adults: the International Society of Geriatric Oncology (SIOG) taskforce recommendations
.
Cancer Treat Rev
.
2017
;
57
:
58
-
66
.
67.
Kumar
SK
,
LaPlant
B
,
Roy
V
, et al
.
Phase 2 trial of ixazomib in patients with relapsed multiple myeloma not refractory to bortezomib
.
Blood Cancer J
.
2015
;
5
(
8
):
e338
.
68.
Kumar
S
,
Grzasko
N
,
Delimpasi
S
, et al
.
Phase 2 study of the all-oral combination of ixazomib plus cyclophosphamide and low-dose dexamethasone (ICd) in patients (Pts) with relapsed/refractory multiple myeloma (RRMM)
.
Clin Lymphoma Myeloma Leuk
.
2017
;
17
(
1 suppl
):
e131
.
69.
Navaie-Waliser
M
,
Feldman
PH
,
Gould
DA
,
Levine
C
,
Kuerbis
AN
,
Donelan
K
.
When the caregiver needs care: the plight of vulnerable caregivers
.
Am J Public Health
.
2002
;
92
(
3
):
409
-
413
.
70.
Hamaker
ME
,
Stauder
R
,
van Munster
BC
.
Exclusion of older patients from ongoing clinical trials for hematological malignancies: an evaluation of the National Institutes of Health Clinical Trial Registry
.
Oncologist
.
2014
;
19
(
10
):
1069
-
1075
.
71.
Kim
ES
,
Bruinooge
SS
,
Roberts
S
, et al
.
Broadening eligibility criteria to make clinical trials more representative: American Society of Clinical Oncology and Friends of Cancer Research joint research statement
.
J Clin Oncol
.
2017
;
35
(
33
):
3737
-
3744
.
72.
Hurria
A
,
Togawa
K
,
Mohile
SG
, et al
.
Predicting chemotherapy toxicity in older adults with cancer: a prospective multicenter study
.
J Clin Oncol
.
2011
;
29
(
25
):
3457
-
3465
.
73.
Hurria
A
,
Mohile
S
,
Gajra
A
, et al
.
Validation of a prediction tool for chemotherapy toxicity in older adults with cancer
.
J Clin Oncol
.
2016
;
34
(
20
):
2366
-
2371
.
74.
Extermann
M
,
Boler
I
,
Reich
RR
, et al
.
Predicting the risk of chemotherapy toxicity in older patients: the Chemotherapy Risk Assessment Scale for High-Age Patients (CRASH) score
.
Cancer
.
2012
;
118
(
13
):
3377
-
3386
.
75.
Mateos
MV
,
Richardson
PG
,
Schlag
R
, et al
.
Bortezomib plus melphalan and prednisone compared with melphalan and prednisone in previously untreated multiple myeloma: updated follow-up and impact of subsequent therapy in the phase III VISTA trial
.
J Clin Oncol
.
2010
;
28
(
13
):
2259
-
2266
.
76.
Mateos
M-V
,
Oriol
A
,
Martínez-López
J
, et al
.
Bortezomib, melphalan, and prednisone versus bortezomib, thalidomide, and prednisone as induction therapy followed by maintenance treatment with bortezomib and thalidomide versus bortezomib and prednisone in elderly patients with untreated multiple myeloma: a randomised trial
.
Lancet Oncol
.
2010
;
11
(
10
):
934
-
941
.
77.
Mateos
M-V
,
Oriol
A
,
Martínez-López
J
, et al
.
GEM2005 trial update comparing VMP/VTP as induction in elderly multiple myeloma patients: do we still need alkylators?
Blood
.
2014
;
124
(
12
):
1887
-
1893
.
78.
Palumbo
A
,
Bringhen
S
,
Rossi
D
, et al
.
Bortezomib-melphalan-prednisone-thalidomide followed by maintenance with bortezomib-thalidomide compared with bortezomib-melphalan-prednisone for initial treatment of multiple myeloma: a randomized controlled trial
.
J Clin Oncol
.
2010
;
28
(
34
):
5101
-
5109
.
79.
Tuchman
SA
,
Moore
JO
,
DeCastro
CD
, et al
.
Phase II study of dose-attenuated bortezomib, cyclophosphamide and dexamethasone (“VCD-Lite”) in very old or otherwise toxicity-vulnerable adults with newly diagnosed multiple myeloma
.
J Geriatr Oncol
.
2017
;
8
(
3
):
165
-
169
.
80.
Magarotto
V
,
Bringhen
S
,
Offidani
M
, et al
.
Triplet vs doublet lenalidomide-containing regimens for the treatment of elderly patients with newly diagnosed multiple myeloma
.
Blood
.
2016
;
127
(
9
):
1102
-
1108
.
81.
Facon
T
,
Dimopoulos
MA
,
Dispenzieri
A
, et al
.
Final analysis of survival outcomes in the phase 3 FIRST trial of up-front treatment for multiple myeloma
.
Blood
.
2018
;
131
(
3
):
301
-
310
.
82.
Quach
H
,
Fernyhough
L
,
Henderson
R
, et al
.
Upfront lower dose lenalidomide is less toxic and does not compromise efficacy for vulnerable patients with relapsed refractory multiple myeloma: final analysis of the phase II RevLite study
.
Br J Haematol
.
2017
;
177
(
3
):
441
-
448
.
83.
Palumbo
A
,
Hàjek
R
,
Delforge
M
, et al
;
MM-015 Investigators
.
Continuous lenalidomide treatment for newly diagnosed multiple myeloma
.
N Engl J Med
.
2012
;
366
(
19
):
1759
-
1769
.
84.
Zweegman
S
,
van der Holt
B
,
Mellqvist
U-H
, et al
.
Melphalan, prednisone, and lenalidomide versus melphalan, prednisone, and thalidomide in untreated multiple myeloma
.
Blood
.
2016
;
127
(
9
):
1109
-
1116
.
85.
Stewart
AK
,
Jacobus
S
,
Fonseca
R
, et al
.
Melphalan, prednisone, and thalidomide vs melphalan, prednisone, and lenalidomide (ECOG E1A06) in untreated multiple myeloma
.
Blood
.
2015
;
126
(
11
):
1294
-
1301
.
86.
Palumbo
A
,
Bringhen
S
,
Larocca
A
, et al
.
Bortezomib-melphalan-prednisone-thalidomide followed by maintenance with bortezomib-thalidomide compared with bortezomib-melphalan-prednisone for initial treatment of multiple myeloma: updated follow-up and improved survival
.
J Clin Oncol
.
2014
;
32
(
7
):
634
-
640
.
87.
Kumar
SK
,
Laubach
JP
,
Giove
TJ
, et al
.
Impact of concomitant dexamethasone dosing schedule on bortezomib-induced peripheral neuropathy in multiple myeloma
.
Br J Haematol
.
2017
;
178
(
5
):
756
-
763
.

Competing Interests

Conflict-of-interest disclosure: T.M.W. has received research funding from Janseen.

Author notes

Off-label drug use: None disclosed.