Abstract
Data on the impact of long term treatment with immunomodulatory drugs (IMiD) on health-related quality of life (HRQoL) is limited. The HOVON-87/NMSG18 study was a randomized, phase 3 study in newly diagnosed transplant ineligible patients with multiple myeloma, comparing melphalan-prednisolone in combination with thalidomide or lenalidomide, followed by maintenance therapy until progression (MPT-T or MPR-R). The EORTC QLQ-C30 and MY20 questionnaires were completed at baseline, after three and nine induction cycles and six and 12 months of maintenance therapy. Linear mixed models and minimal important differences were used for evaluation. 596 patients participated in HRQoL reporting. Patients reported clinically relevant improvement in global quality of life (QoL), future perspective and role and emotional functioning, and less fatigue and pain in both arms. The latter being of large effect size. In general, improvement occurred after 6–12 months of maintenance only and was independent of the World Health Organisation performance at baseline. Patients treated with MPR-R reported clinically relevant worsening of diarrhea, and patients treated with MPT-T reported a higher incidence of neuropathy. Patients who remained on lenalidomide maintenance therapy for at least three months reported clinically meaningful improvement in global QoL and role functioning at six months, remaining stable thereafter. There were no clinically meaningful deteriorations, but patients on thalidomide reported clinically relevant worsening in neuropathy. In general, HRQoL improves both during induction and maintenance therapy with immunomodulatory drugs. The side effect profile of treatment did not negatively affect global QoL, but it was, however, clinically relevant for the patients. (Clinicaltrials.gov identifier: NTR1630).Introduction
Multiple myeloma (MM) is a malignancy of the plasma cells in the bone marrow. Patients with MM are at high risk of developing bone destructions and fractures, hypercalcaemia, renal failure and anemia.21 Compared to patients with other hematological malignancies, patients with MM report a higher incidence and severity of symptoms with a reduced health-related quality of life (HRQoL) as a consequence.53 However, there is limited data on the effect of first line treatment on HRQoL in transplant ineligible, newly diagnosed patients with MM (NDMM), especially throughout maintenance treatment.6 In several of these trials, the immunomodulatory drugs (IMiDs) thalidomide and/or lenalidomide were investigated.137 HRQoL during treatment with thalidomide and lenalidomide were compared head to head in the FIRST and the ECOG E1A06 trials only.1410
The FIRST trial compared continuous therapy with lenalidomide and dexamethasone (Rd), with Rd for 18 months, and melphalan-prednisone-thalidomide (MPT) for 18 months.14 Clinically relevant changes were published only for six HRQoL scales.9 These were preselected as they were perceived to be clinically relevant. Both Rd and MPT resulted in a statistically significant improvement in all subscales, except side effects of treatment that worsened over time in both arms. There were no differences between arms in global quality of life (QoL), physical functioning, pain and fatigue; although Rd treated patients reported significantly less side effects of treatment and less disease symptoms at three months compared to MPT. A post hoc prediction model was developed, suggesting that HRQoL was at least maintained or further improved beyond 18 months. Unfortunately, the effect of Rd continuous versus 18 months only on HRQoL cannot be deduced with certainty from this study, as HRQoL data beyond 18 months was lacking.13
In contrast to the FIRST trial, in the ECOG E1A06 trial, the Functional Assessment of Cancer Therapy-Neurotoxicity Trial Outcome Index (FACT-Ntx TOI) score was used for HRQoL evaluation, instead of the European Organisation for Research and Treatment of Cancer (EORTC) QLQ-C30. It was shown that melphalan-pred-nisone-lenalidomide (MPR) followed by lenalidomide maintenance (MPR-R) resulted in a superior HRQoL after 12 months only, compared to MPT followed by thalidomide maintenance (MPT-T).10 However, the HRQoL effects of lenalidomide and thalidomide maintenance therapies were not investigated separately.
The effect of MPR-R on HRQoL might be deduced from the MM-015 trial, comparing MPR-R, MPR and mel-phalan-prednisolone (MP).1511 After six months of maintenance, patients who actually received MPR-R therapy reported a statistically significant improvement in HRQoL in 5 of 6 subscales, versus in 2 of 6 subscales only in MP and MPR treated patients. However, also from this study, HRQoL data beyond six months of maintenance therapy is lacking.116
Recently, the data from the MRC IX study showed that maintenance therapy with thalidomide resulted in an inferior global QoL after three months with a persistent trend for detriment at six and 12 months.12 This is important as, especially after achieving disease control with induction therapy, long-term continuation of maintenance therapy may turn the pros of maintenance therapy into cons because of side effects that negatively affect HRQoL. The data on lenalidomide maintenance therapy, however, is limited.16131110 Data from a prospective observational cohort study showed no negative impact of lenalidomide maintenance therapy following autologous stem cell transplantation.16 To the best of our knowledge, prospective analyses after six months of maintenance therapy in non-transplant eligible patients with NDMM are lacking. Only the post hoc analysis of the FIRST trial is available.13
We here report data on all the collected HRQoL subscales from the open-label, randomized HOVON-87/NMSG18 study, thereby providing HRQoL data, not only during induction, but also during maintenance therapy with lenalidomide and thalidomide therapy.17 Although currently both IMiD-based regimens are mainly replaced by Rd continuously, either combined with bortezomib during induction or not, the impact of long term lenalidomide on HRQoL is of interest. In addition, we discuss methods to account for the impact of differences in discontinuation rate due to toxicity between the two arms on the outcome of HRQoL analysis.
Methods
Study design
Study details have been published previously.17 In brief, symptomatic patients with NDMM >65 years of age or transplant ineligible patients ≤65 years were included. Patients were randomized between nine 28-day induction cycles of MPT, followed by thalidomide maintenance (MPT-T) or nine 28-day induction cycles of MPR followed by lenalidomide maintenance (MPR-R). Maintenance treatment was given until progression, intolerable side effects or other conditions that required treatment discontinuation. The study protocol was approved by the Ethics Committee, and written informed consent was obtained from all participants. The study was registered at www.trialregister.nl as NTR1630.
Health-related quality of life assessments
Participation in the HRQoL reporting was optional. Questionnaires were given to the patients at baseline (T0), after induction cycle 3 (T1) and cycle 9 (T2), and after six (T3) and 12 (T4) months of maintenance therapy.
For HRQoL assessment, two EORTC QoL questionnaires were used; the QLQ-C30 and the Myeloma specific QLQ-MY20.1918 The QLQ-C30 contains five functional scales, nine symptom scales and one global QoL scale.2120 The QLQ-MY20 contains two functional and two symptom scales. For the evaluation of peripheral neuropathy, question 13 of the QLQ-MY20 “Did you have tingling hands or feet?” was used. The EORTC manual21 was used to calculate all HRQoL scales. A detailed description of the questionnaires and neuropathy scale, data collection and assignment of the questionnaires to T0-T4 is found in the Online Supplementary Material and Methods.
Statistical analyses
Change in HRQoL over time was assessed by linear mixed models, both “within arms” and “between arms”, from T0 to T4, as well as from T2 to T4 for patients who had at least three months of maintenance therapy. A P-value <0.005 was considered statistically significant as multiple subscales were tested. Model estimates were used for post hoc comparisons of changes from baseline.21 A change in mean HRQoL score was defined as clinically meaningful if it was above the minimal important difference (MID) threshold using distribution-based MID calculated for both QLQ-C30 and MY20 subscales.22 MID between arms was defined as >5 points difference at a specific time point.22 For QLQ-C30 subscales, an additional anchor-based method by Cocks was used, assessing whether HRQoL changes and differences were of small, medium or large effect.2423 Details are described in the Online Supplementary Material and Methods.
To check for effect modification by the World Health Organisation (WHO) performance, sex, age and treatment response, linear mixed models included fixed effects for time, WHO, sex, age, treatment response and their two-way interaction and a random slope for subject.
HRQoL questionnaires were not systematically collected from patients who discontinued treatment, which might introduce a bias when comparing HRQoL. Therefore, we investigated the impact of missing data due to treatment discontinuation on changes in HRQoL over time. We compared HRQoL of i) patients on and off protocol matched by timing, ii) patients who discontinued therapy before or after start of maintenance, and iii) patients who discontinued therapy because of peripheral neuropathy versus patients still on protocol until 12 months maintenance therapy. For a detailed description, see the Online Supplementary Appendix Materials and Methods.
For statistical analysis, SPSS version 22.0 was used.
Results
Ninety-four percent (596) of the 637 patients included in the HOVON-87/NSMG18 trial gave informed consent for participation in the HRQoL study. Only patients who filled out a baseline questionnaire were included in the HRQoL analysis; 272 patients in MPT-T versus 281 patients in MPR-R. The patient- and disease characteristics of the HRQoL cohort (Table 1) were comparable to the original study population.17 The patient flow and drop-out during study are presented in the CONSORT diagram in Figure 1. Fewer patients in the MPT-T arm started maintenance compared to patients in the MPR-R arm, 146 (54%) versus 174 (62%). In addition, more patients discontinued MPT-T than MPR-R (first year discontinuation rate; 68% vs. 30%; P<0.001). The main reason for discontinuation was peripheral neuropathy for thalidomide and hematological toxicity for lenalidomide.17 A graphic presentation of the number of patients on protocol and the number of completed questionnaires at each scheduled time point, ranging from 69–87%, is presented in the Online Supplementary Figure S1. At baseline, no significant differences existed between the treatment arms (Online Supplementary Table S1).
Percentage of patients reaching a clinically meaningful change in HRQoL
In both arms, clinically relevant improvement in global QoL was more prominent than deterioration (Figure 2). During MPT induction therapy, improvement occurred in 48% of patients versus deterioration in 32%. With MPR induction improvement was reported in 52% of patients versus in 28% deterioration. After 1 year of thalidomide maintenance, 54% of patients improved versus 32% deteriorated. For lenalidomide maintenance these figures were 61% versus 19%, respectively. The results for all other subscales are presented in Figure 2. Clinically relevant deterioration in peripheral neuropathy was significantly more frequently reported in the patients treated with MPT-T than in the patients treated with MPR-R, both after induction (55% vs. 27%; P<0.001) and after maintenance (63% vs. 31%; P=0.003). A significantly higher percentage of patients treated with MPR reported clinically relevant worsening of diarrhea, compared to MPT, however after induction only (31% vs. 9%; P<0.001).
Changes in HRQoL within each treatment arm during induction and maintenance
In both arms, a significant improvement in HRQoL over time was observed for the majority of scales, irrespective of the received treatment. Global QoL, role and emotional functioning, fatigue, pain, and future perspective improved clinically relevant in both arms. In addition, patients who were treated with thalidomide reported a clinically relevant improvement in social functioning, insomnia and appetite loss, while physical functioning improved in patients who were treated with lenalidomide (see Online Supplementary Table S2 for significant changes over time; see Figure 3 and Online Supplementary Figure S2 for clinical meaningful changes within arms). Overall, these HRQoL changes corresponded to medium clinical effects, except for pain reduction, which corresponded to a large clinical effect.24 In both arms, pain reduction was observed, irrespective of the number of bone lesions (0 vs. 1–2 vs. ≥3) (Online Supplementary Figure S3). In general, clinically meaningful improvement occurred from T3 and T4 onwards only (i.e. after six and 12 months of maintenance therapy). In contrast, global QoL, future perspective and pain improved already during induction therapy and was sustained throughout the whole treatment (Figure 3 and Online Supplementary Figure S2). Patients treated with MPT-T reported a statistically significant, but not clinically meaningful increase (small effect according to Cocks24) in constipation and side effects of treatment (P=0.003 and P<0.001 respectively, see Figure 3, Online Supplementary Table S2 and Online Supplementary Figure S2). Patients treated with MPR-R reported a statistically significant and clinically meaningful increase (small effect according to Cocks)24 in diarrhea (P<0.001, see Figure 3 and Online Supplementary Table S2). Peripheral neuropathy worsened in both arms (both P<0.001, see Online Supplementary Table S2), being clinically meaningful in patients treated with thalidomide only (Figure 3).
Clinically relevant differences between arms in HRQoL course during induction and maintenance
During treatment, clinically meaningful differences occurred between arms in 13 of 21 scales (Figure 3 and Online Supplementary Figure S2). Patients treated with MPT-T reported less diarrhea at all follow-up time points (difference between arms was of medium clinical effect, according to Cocks23), pain at T1, fatigue at T2, and insomnia and appetite loss at T1 and T4. MPR-R treated patients reported better future perspective, physical and role functioning at T4, better cognitive functioning at T1 and T4, and body image at T3, compared to the patients treated with MPT-T. In addition, patients treated with MPT-T reported more side effects of treatment at T3 and T4 and more constipation and peripheral neuropathy at all follow-up time points. According to the definition of Cocks, all the differences between the arms were of small clinical effect at the largest, except where stated differently (Online Supplementary Table S2).23
Changes in HRQoL within and between treatment arms during maintenance only
We performed an analysis of a subset of 242 patients who started and continued maintenance treatment for at least three months and of whom a T2 questionnaire was available: 95 of 146 patients who started with thalidomide maintenance therapy (65%) and 147 of 174 patients who started with lenalidomide maintenance therapy (84%). At the start of maintenance, there was already a significant difference in HRQoL in constipation, side effects of treatment and neuropathy (less in MPR treated patients) and diarrhea (less in MPT treated patients) (Online Supplementary Table S1). During maintenance treatment, a statistically significant reduction in appetite loss was reported in both arms (thalidomide P=0.003, lenalidomide P<0.001). In addition, during lenalidomide maintenance, a significant improvement was observed in global QoL (P=0.003, clinically relevant at T3), physical- (P<0.001) and role functioning (P<0.001, clinically relevant at T4), fatigue (P<0.001) and dyspnea (P=0.004). In contrast, no significant improvement occurred during thalidomide maintenance. There was even statistically significant worsening of peripheral neuropathy symptoms (P<0.001, clinically relevant at both T3 and T4) (Online Supplementary Table S3 and Online Supplementary Figure S4). Between arms, there were clinically meaningful differences in physical and role functioning (better with lenalidomide), in appetite loss (worse with lenalidomide) and in neuropathy (worse with thalidomide) (Online Supplementary Table S4 and Online Supplementary Figure S4). All differences in QLQ-C30 scales were of small effect size (of note for neuropathy, no effect sizes are available).23
Analyses to account for missing data due to different discontinuation rates between arms
Because more patients in the thalidomide arm discontinued treatment compared to the lenalidomide arm17, HRQoL of patients on protocol in the thalidomide arm could have been overestimated and toxicities underestimated. We performed additional analyses to exclude such a potential bias. Although it was not required, a questionnaire was available after treatment discontinuation (“off protocol” questionnaires) from 90 patients (53 MPT-T and 37 MPR-R), of which 84 could be matched with questionnaires from patients on protocol with comparable age, WHO, disease status, treatment arm and period. The global QoL for patients on protocol was comparable to patients off protocol (mean score 59.9 vs. 66.3 points, respectively, P=0.043; Online Supplementary Table S5). Secondly, in general, the HRQoL course did not differ between patients who discontinued therapy early (≤T2, e.g. during induction) and those who discontinued therapy late or never (>T2, e.g. from start maintenance; Online Supplementary Table S6 and Online Supplementary Figure S6). Lastly, global QoL over time did not differ between patients discontinuing treatment due to investigator-reported peripheral neuropathy and patients continuing treatment until 12 months of maintenance therapy (P<0.001; Online Supplementary Table S7 and Online Supplementary Figure S6). These analyses support the absence of bias in our analyses.
Effect modification of HRQoL change by baseline WHO performance, gender, age and treatment response
Baseline WHO performance status appeared to be an effect modifier of HRQoL change during treatment for 7 of 21 scales in MPT-T treated- and in 12 of 21 scales in MPR-R treated patients (Figure 4 for global QoL and Online Supplementary Table S8 and Online Supplementary Figure S8 for other subscales). A low performance status (WHO score ≥2) was associated with a statistically significant overall lower HRQoL at baseline (data not shown), which became comparable to the HRQoL of patients with baseline WHO performance status 0–1 during treatment (Online Supplementary Table S8 and Online Supplementary Figure S7). Sex, age (≤75 years vs. >75 years) and treatment response (≥partial response vs. stable/progressive disease) did not modify HRQoL course (data not shown). The only exception was observed for patients treated with MPT-T ≤75 years of age, who experienced more peripheral neuropathy during treatment compared to those >75 years (Online Supplementary Table S9 and Online Supplementary Figure S8).
Patient- versus investigator-reported peripheral neuropathy
Figure 5 shows the patient-reported peripheral neuropa-thy, as described in the method section, in comparison to the investigator-reported CTCAE score at the given time point. After dichotomizing peripheral neuropathy to “no” or “mild” peripheral neuropathy versus “moderate” or “severe neuropathy”, the kappa between patient-reported and investigator-reported peripheral neuropathy was 0.33 (95% CI: 0.29–0.36). In 213 of 1,599 (13.3%) evaluable questionnaires a discordance was found between neuropathy grades reported by the patients versus investigators. In 76% of the cases, the investigator interpreted the grade of neuropathy lower than experienced by the patient.
Discussion
IMiD-based first line treatment of elderly non-transplant eligible patients with NDMM improves both progression free and overall survival.2825 We here show that patients also perceive clinically relevant HRQoL benefits of induction therapy with thalidomide and lenalidomide followed by maintenance therapy. Importantly, there was a clinically relevant decrease in pain, defined as large by Cocks et al., in both arms. Clinically meaningful diarrhea developed in approximately 30% of patients during lenalidomide treatment, being of medium clinical effect and significantly higher than in patients treated with thalidomide. Importantly, in patients who reached maintenance, there was no clinically relevant further deterioration of diarrhea during MPR-R therapy. In contrast, clinically meaningful peripheral neuropathy developed in approximately 60% of patients during thalidomide treatment, being significantly higher than in lenalidomide-treated patients, both during induction and maintenance.
In general, the improvement in HRQoL subscales reached clinical relevance after six and 12 months of maintenance therapy only, with the exception of global QoL, future perspective and pain, which improved early during induction therapy and sustained during treatment. A sub-analysis of patients who started maintenance therapy and were treated for at least three months, showed that lenalidomide resulted in a clinically meaningful improvement in global QoL and role functioning over time, without any clinically meaningful deteriorations. In contrast, there was no clinical benefit of thalidomide maintenance treatment, only clinically relevant worsening of peripheral neuropathy occurred.
Importantly, patients with a poor WHO performance status of ≥2 at baseline reached similar HRQoL during treatment, compared to patients with a better WHO performance status at baseline, irrespective of the treatment arm. Although this could be explained by regression to the mean, indicating that the most pronounced improvement can be achieved in patients with the worst HRQoL, it is reasonable to suppose that the performance status can be negatively affected by the disease and therefore that treatment also improves HRQoL of the physically most compromised patients. Therefore, treatment should not be automatically withheld from those patients.
Our findings are in line with previous data on HRQoL describing improvement in QoL during treatment.6 In addition, we provide data about HRQoL during up to 1 year maintenance therapy with lenalidomide and thalidomide, being rarely reported in the current literature.161310 In view of the continuous lenalidomide treatment approaches, our data showing clinically meaningful improvement of global QoL during maintenance therapy is important for clinical practice. In the FIRST trial, no such improvement was reported; the global QoL remained stable, which might have been attributed to the higher dose of lenalidomide and the continuation of dexamethasone, known to be associated with side effects that can hamper QoL.9 In the MM-015 trial, a statistically significant, but not clinically relevant deterioration in global QoL after six months of maintenance therapy was observed.11 This cannot be accounted for by a difference in the percentage of patients starting maintenance, the dose of lenalidomide, response rates or different QoL evaluation methods. The fact that thalidomide maintenance has only limited impact on global QoL is in line with the data of the HOVON 49 and the MRC IX data. The latter even show an inferior global QoL at three months with a trend to further detriment during maintenance treatment.128
A limitation of our and HRQoL studies of patients with MM in general, is the fact that firstly, long term data reflect a subset of patients who tolerate remaining in treatment. Secondly, we collected no data after discontinuation of the study although such results would rather reflect the outcome of subsequent therapies.29 Therefore, biases are common, and comparisons between therapies with different toxicities and discontinuation rates are difficult. Especially, as missing data are not missing at random when related to toxicity and cannot be corrected for.30 Such bias might be present in our sub-analyses of patients starting maintenance therapy, showing benefit for patients treated with lenalidomide only. Therefore, this can only be concluded for those patients who did benefit from MPR induction and were able to continue lenalidomide. In addition, the low number of patients continuing thalidomide might be the cause of a lack of finding statistically significant changes in their HRQoL during maintenance.
Interestingly, the higher incidence of peripheral neu-ropathy with thalidomide, both clinically meaningful to patients and according to CTCAE reported by physicians, did not translate into an inferior global QoL, neither in our study nor the FIRST trial.9 Via several analyses, we excluded a bias in global QoL evaluation due to missing HRQoL questionnaires from patients who discontinued treatment because of peripheral neuropathy. The fact that peripheral neuropathy did not negatively affect HRQoL was surprising. The opposite has been reported.31 Our observation might be explained by response shift, which is a well-known phenomenon in longitudinal QoL research. It reflects the probability that a patient’s standards and values change over time.32 Patients with MM might adapt to their worsening function and increased symptoms and thereby not allow these aspects to affect their global QoL.33 However, it cannot be excluded that the global QoL scale of the EORTC QLQ-C30 questionnaire has limitations in detecting the negative impact of toxicity on HRQoL. This discussion was addressed in a meta-analysis by Schuurhuizen and colleagues,34 who also reported similar global QoL in experimental versus control arms in patients with colorectal cancer, despite higher toxicity rates in the former. The authors question whether the global QoL assessment, using the very brief two-item global QoL scale, has sufficient measurement precision to detect a difference in global QoL over time. However, this has been challenged by others stating that QoL is a complex and multidimensional concept, not caused by side effects only.35 Importantly, both those in favor and those against the limitations of the global QoL scale indicate the need for development for more sensitive patient-reported QoL instruments.36 This is also supported by our data on peripheral neuropathy. We defined ‘tingling’ of hands or feet as peripheral neuropathy. Although this approach is not validated, we found a discrepancy between patient and physician-reported neuropathy in 13% of questionnaires, the majority (76%) being explained by lower reporting by physicians, which has been reported previously, both for neuropathy and other symptoms.3937 The use of the EORTC QLQ-CIPN20 questionnaire might improve concordance between patients and physicians.40 The need for flexible and tailored patient reported outcome (PRO) measurements has recently also been advocated by Thanarajasingam and colleagues and these have been developed by the EORTC.4136 Furthermore, the PRO version of the Common Terminologies Criteria for Adverse Events (PRO-CTCAE) for self-reported toxicities developed by the National Institute of Health is another valuable tool.4342
In conclusion, we found that the treatment with MPT-T and MPR-R improved HRQoL in elderly patients with NDMM and in general is clinically meaningful to the patients during maintenance therapy only. This supports the current paradigm of continuous treatment, not only improving survival, but also maintaining, and even improving, specific subscales of HRQoL. Although clinically relevant diarrhea developed in patients treated with lenalidomide, this did not negatively affect the global QoL during induction and maintenance. Moreover, currently it is known that bile acid malabsorption plays an important role, which can be treated with bile acid sequestrants.44 Clinically significant peripheral neuropathy precluded long term thalidomide treatment in the majority of patients and appeared not to improve HRQoL in those patients who continued therapy.
Footnotes
- ↵* LKN and CS contributed equally as co-first authors.
- Check the online version for the most updated information on this article, online supplements, and information on authorship & disclosures: www.haematologica.org/content/105/6/1650
- FundingDutch Cancer Society KWF VU-2008 4246, Celgene.
- Received April 19, 2019.
- Accepted September 11, 2019.
References
- Rajkumar SV, Dimopoulos MA, Palumbo A. International Myeloma Working Group updated criteria for the diagnosis of multiple myeloma. Lancet Oncol. 2014; 15(12):e538-548. PubMedhttps://doi.org/10.1016/S1470-2045(14)70442-5Google Scholar
- Kyle RA, Rajkumar SV. Multiple myeloma. Blood. 2008; 111(6):2962-2972. PubMedhttps://doi.org/10.1182/blood-2007-10-078022Google Scholar
- Jordan K, Proskorovsky I, Lewis P. Effect of general symptom level, specific adverse events, treatment patterns, and patient characteristics on health-related quality of life in patients with multiple myeloma: results of a European, multicenter cohort study. Support Care Cancer. 2014; 22(2):417-426. Google Scholar
- Johnsen AT, Tholstrup D, Petersen MA, Pedersen L, Groenvold M. Health related quality of life in a nationally representative sample of haematological patients. Eur J Haematol. 2009; 83(2):139-148. PubMedhttps://doi.org/10.1111/j.1600-0609.2009.01250.xGoogle Scholar
- Priscilla D, Hamidin A, Azhar MZ, Noorjan KON, Salmiah MS, Bahariah K. Quality of life among patients with hematological cancer in a Malaysian hospital. Med J Malaysia. 2011; 66(2):117-120. PubMedGoogle Scholar
- Nielsen LK, Jarden M, Andersen CL, Frederiksen H, Abildgaard N. A systematic review of health-related quality of life in longitudinal studies of myeloma patients. Eur J Haematol. 2017; 99(1):3-17. Google Scholar
- Waage A, Gimsing P, Fayers P. Melphalan and prednisone plus thalidomide or placebo in elderly patients with multiple myeloma. Blood. 2010; 116(9):1405-1412. PubMedhttps://doi.org/10.1182/blood-2009-08-237974Google Scholar
- Verelst SG, Termorshuizen F, Uyl-de Groot CA. Effect of thalidomide with mel-phalan and prednisone on health-related quality of life (HRQoL) in elderly patients with newly diagnosed multiple myeloma: a prospective analysis in a randomized trial. Ann Hematol. 2011; 90(12):1427-1439. PubMedhttps://doi.org/10.1007/s00277-011-1224-1Google Scholar
- Delforge M, Minuk L, Eisenmann JC. Health-related quality-of-life in patients with newly diagnosed multiple myeloma in the FIRST trial: lenalidomide plus low-dose dexamethasone versus melphalan, pred-nisone, thalidomide. Haematologica. 2015; 100(6):826-833. PubMedhttps://doi.org/10.3324/haematol.2014.120121Google Scholar
- Stewart AK. Melphalan, prednisone, and thalidomide vs melphalan, prednisone, and lenalidomide (ECOG E1A06) in untreated multiple myeloma. Blood. 2015; 126(11):1294-1301. PubMedhttps://doi.org/10.1182/blood-2014-12-613927Google Scholar
- Dimopoulos MA, Delforge M, Hajek R. Lenalidomide, melphalan, and pred-nisone, followed by lenalidomide maintenance, improves health-related quality of life in newly diagnosed multiple myeloma patients aged 65 years or older: results of a randomized phase III trial. Haematologica. 2013; 98(5):784-788. PubMedhttps://doi.org/10.3324/haematol.2012.074534Google Scholar
- Royle KL, Gregory WM, Cairns DA. Quality of life during and following sequential treatment of previously untreated patients with multiple myeloma: findings of the Medical Research Council Myeloma IX randomised study. Br J Haematol. 2018; 182(6):816-829. Google Scholar
- Vogl DT, Delforge M, Song K. Long-term health-related quality of life in transplant-ineligible patients with newly diagnosed multiple myeloma receiving lenalidomide and dexamethasone. Leuk Lymphoma. 2018; 59(2):398-405. Google Scholar
- Benboubker L, Dimopoulos MA, Dispenzieri A. Lenalidomide and dexamethasone in transplant-ineligible patients with myeloma. N Engl J Med. 2014; 371(10):906-917. PubMedhttps://doi.org/10.1056/NEJMoa1402551Google Scholar
- Dimopoulos MA, Palumbo A, Hajek R. Factors that influence health-related quality of life in newly diagnosed patients with multiple myeloma aged > 65 years treated with melphalan, prednisone and lenalidomide followed by lenalidomide maintenance: Results of a randomized trial. Leuk Lymphoma. 2014; 55(7):1489-1497. PubMedhttps://doi.org/10.3109/10428194.2013.847933Google Scholar
- Abonour R, Wagner L, Durie BGM. Impact of post-transplantation maintenance therapy on health-related quality of life in patients with multiple myeloma: data from the Connect(R) MM Registry. Ann Hematol. 2018; 97(12):2425-2436. Google Scholar
- Zweegman S, van der Holt B, Mellqvist UH. Melphalan, prednisone, and lenalidomide versus melphalan, prednisone, and thalidomide in untreated multiple myeloma. Blood. 2016; 127(9):1109-1116. PubMedhttps://doi.org/10.1182/blood-2015-11-679415Google Scholar
- Cocks K, Cohen D, Wisløff F. An international field study of the reliability and validity of a disease-specific questionnaire module (the QLQ-MY20) in assessing the quality of life of patients with multiple myeloma. Eur J Cancer. 2007; 43(11):1670-1678. PubMedhttps://doi.org/10.1016/j.ejca.2007.04.022Google Scholar
- Aaronson NK, Ahmedzai S, Bergman B. The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst. 1993; 85(5):365-376. PubMedhttps://doi.org/10.1093/jnci/85.5.365Google Scholar
- Giesinger JM, Kieffer JM, Fayers PM. Replication and validation of higher order models demonstrated that a summary score for the EORTC QLQ-C30 is robust. J Clin Epidemiol. 2016; 69:79-88. PubMedGoogle Scholar
- Fayers P, Aaronson NK, Bjordal K, Groenvold M, Curran D, Bottomley A, The EORTC QLQ-C30 Scoring Manual. European Organisation for Research and Treatment of Canceer: Brussels; 2001. Google Scholar
- King MT. A point of minimal important difference (MID): a critique of terminology and methods. Expert Rev Pharmacoecon Outcomes Res. 2011; 11(2):171-184. PubMedhttps://doi.org/10.1586/erp.11.9Google Scholar
- Cocks K, King MT, Velikova G, Martyn St-James M, Fayers PM, Brown JM. Evidence-based guidelines for determination of sample size and interpretation of the European Organisation for the Research and Treatment of Cancer Quality of Life Questionnaire Core 30. J Clin Oncol. 2011; 29(1):89-96. PubMedhttps://doi.org/10.1200/JCO.2010.28.0107Google Scholar
- Cocks K, King MT, Velikova G. Evidence-based guidelines for interpreting change scores for the European Organisation for the Research and Treatment of Cancer Quality of Life Questionnaire Core 30. Eur J Cancer. 2012; 48(11):1713-1721. PubMedhttps://doi.org/10.1016/j.ejca.2012.02.059Google Scholar
- Facon T, Mary JY, Hulin C. Melphalan and prednisone plus thalidomide versus melphalan and prednisone alone or reduced-intensity autologous stem cell transplantation in elderly patients with multiple myeloma (IFM 99-06): a randomised trial. Lancet. 2007; 370(9594):1209-1218. PubMedhttps://doi.org/10.1016/S0140-6736(07)61537-2Google Scholar
- Hulin C, Facon T, Rodon P. Efficacy of melphalan and prednisone plus thalidomide in patients older than 75 years with newly diagnosed multiple myeloma: IFM 01/01 trial. J Clin Oncol. 2009; 27(22):3664-3670. PubMedhttps://doi.org/10.1200/JCO.2008.21.0948Google Scholar
- Wijermans P, Schaafsma M, Termorshuizen F. Phase III study of the value of thalidomide added to melphalan plus prednisone in elderly patients with newly diagnosed multiple myeloma: the HOVON 49 Study. J Clin Oncol. 2010; 28(19):3160-3166. PubMedhttps://doi.org/10.1200/JCO.2009.26.1610Google Scholar
- Palumbo A, Hajek R, Delforge M. Continuous lenalidomide treatment for newly diagnosed multiple myeloma. N Engl J Med. 2012; 366(19):1759-1769. PubMedhttps://doi.org/10.1056/NEJMoa1112704Google Scholar
- Nielsen LK, Abildgaard N, Jarden M, Klausen TW. Methodological aspects of health-related quality of life measurement and analysis in patients with multiple myeloma. Br J Haematol. 2019; 185(1):11-24. Google Scholar
- Sterne JA, White IR, Carlin JB. Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls. BMJ. 2009; 338:b2393. PubMedhttps://doi.org/10.1136/bmj.b2393Google Scholar
- Beijers AJ, Vreugdenhil G, Oerlemans S. Chemotherapy-induced neuropathy in multiple myeloma: influence on quality of life and development of a questionnaire to compose common toxicity criteria grading for use in daily clinical practice. Support Care Cancer. 2015; 24(6):2411-2420. Google Scholar
- Sprangers MA, Schwartz CE. Integrating response shift into health-related quality of life research: a theoretical model. Soc Sci Med. 1999; 48(11):1507-1515. PubMedhttps://doi.org/10.1016/S0277-9536(99)00045-3Google Scholar
- Kvam AK, Wisloff F, Fayers PM. Minimal important differences and response shift in health-related quality of life; a longitudinal study in patients with multiple myeloma. Health Qual Life Outcomes. 2010; 8:79. PubMedhttps://doi.org/10.1186/1477-7525-8-79Google Scholar
- Schuurhuizen C, Braamse AMJ, Konings I. Does severe toxicity affect global quality of life in patients with metastatic colorectal cancer during palliative systemic treatment¿ A systematic review. Ann Oncol. 2017; 28(3):478-486. Google Scholar
- Bottomley A, Pe M, Sloan J. Analysing data from patient-reported outcome and quality of life endpoints for cancer clinical trials: a start in setting international standards. Lancet Oncol. 2016; 17(11):e510-e514. PubMedhttps://doi.org/10.1016/S1470-2045(16)30510-1Google Scholar
- Thanarajasingam G, Minasian LM, Baron F. Beyond maximum grade: modernising the assessment and reporting of adverse events in haematological malignancies. Lancet Haematol. 2018; 5(11):e563-e598. Google Scholar
- Di Maio M, Gallo C, Leighl NB. Symptomatic toxicities experienced during anticancer treatment: agreement between patient and physician reporting in three randomized trials. J Clin Oncol. 2015; 33(8):910-915. PubMedhttps://doi.org/10.1200/JCO.2014.57.9334Google Scholar
- Basch E, Iasonos A, McDonough T. Patient versus clinician symptom reporting using the National Cancer Institute Common Terminology Criteria for Adverse Events: results of a questionnaire-based study. Lancet Oncol. 2006; 7(11):903-909. PubMedhttps://doi.org/10.1016/S1470-2045(06)70910-XGoogle Scholar
- Gravis G, Marino P, Joly F. Patients’ self-assessment versus investigators’ evaluation in a phase III trial in non-castrate metastatic prostate cancer (GETUG-AFU 15). Eur J Cancer. 2014; 50(5):953-962. PubMedhttps://doi.org/10.1016/j.ejca.2013.11.034Google Scholar
- Le-Rademacher J, Kanwar R, Seisler D. Patient-reported (EORTC QLQ-CIPN20) versus physician-reported (CTCAE) quantification of oxaliplatin- and paclitaxel/carboplatin-induced peripheral neuropathy in NCCTG/Alliance clinical trials. Support Care Cancer. 2017; 25(11):3537-3544. Google Scholar
- Kulis D, Bottomley A, Whittaker C. The use of the Eortc item library to supplement Eortc quality of life instruments. Value in Health. 2017; 20(9)Google Scholar
- Kluetz PG, Chingos DT, Basch EM, Mitchell SA. Patient-Reported Outcomes in Cancer Clinical Trials: Measuring Symptomatic Adverse Events With the National Cancer Institute’s Patient-Reported Outcomes Version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE). Am Soc Clin Oncol Educ Book. 2016; 36:67-73. Google Scholar
- Basch E, Reeve BB, Mitchell SA. Development of the National Cancer Institute’s patient-reported outcomes version of the common terminology criteria for adverse events (PRO-CTCAE). J Natl Cancer Inst. 2014; 106(9)Google Scholar
- Pawlyn C, Khan MS, Muls A. Lenalidomide-induced diarrhea in patients with myeloma is caused by bile acid malabsorption that responds to treatment. Blood. 2014; 124(15):2467-2468. PubMedhttps://doi.org/10.1182/blood-2014-06-583302Google Scholar