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414


Intraclonal heterogeneity is a critical early event in the development of myeloma and precedes the development of clinical symptoms

Walker, Brian A; Wardell, Christopher P; Melchor, Lorenzo; Brioli, Annamaria; Johnson, David C; Kaiser, Martin F; Mirabella, Fabio; Lopez-Corral, Lucia; Humphray, Sean; Murray, Lisa; Ross, Mark; Bentley, David; Gutiérrez, Norma C; Garcia-Sanz, Ramón; San Miguel, Jesus; Davies, Faith E; Gonzalez, David; Morgan, Gareth J
The mechanisms involved in the progression from monoclonal gammopathy of undetermined significance (MGUS) and smoldering myeloma (SMM) to malignant multiple myeloma (MM) and plasma cell leukemia (PCL) are poorly understood but believed to involve the sequential acquisition of genetic hits. We performed exome and whole-genome sequencing on a series of MGUS (n=4), high-risk (HR)SMM (n=4), MM (n=26) and PCL (n=2) samples, including four cases who transformed from HR-SMM to MM, to determine the genetic factors that drive progression of disease. The pattern and number of non-synonymous mutations show that the MGUS disease stage is less genetically complex than MM, and HR-SMM is similar to presenting MM. Intraclonal heterogeneity is present at all stages and using cases of HR-SMM, which transformed to MM, we show that intraclonal heterogeneity is a typical feature of the disease. At the HR-SMM stage of disease, the majority of the genetic changes necessary to give rise to MM are already present. These data suggest that clonal progression is the key feature of transformation of HR-SMM to MM and as such the invasive clinically predominant clone typical of MM is already present at the SMM stage and would be amenable to therapeutic intervention at that stage.
PMCID:3916874
PMID: 23817176
ISSN: 1476-5551
CID: 3649542

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

Jordan, Karin; Proskorovsky, Irina; Lewis, Philip; Ishak, Jack; Payne, Krista; Lordan, Noreen; Kyriakou, Charalampia; Williams, Cathy D; Peters, Sarah; Davies, Faith E
PURPOSE/OBJECTIVE:Novel multiple myeloma (MM) therapies have increased patient longevity but are often associated with notable symptom burden. This study quantified the effect of general symptom level, specific symptoms, and treatment-related adverse events (AEs) on MM patients' health-related quality of life (HRQoL). METHODS:The European Organization for Research and Treatment of Cancer (EORTC) generic cancer questionnaire (Quality of Life Questionnaire Core 30) and MM-specific questionnaire (QLQ-MY20) were used in this study to assess patients' HRQoL. Data were collected on sociodemographics, disease and treatment history, and the presence/severity of MM-related symptoms or treatment-related AEs from patients with MM in UK and German centers. Multiple regression analyses were conducted. RESULTS:Of 154 patients (63 % male; mean age, 66.4 years; mean time since diagnosis, 3.7 years; 52 % currently on treatment; and 43 % with ≥ 1 prior MM therapy), 25, 32, 31, and 11 % were severely symptomatic, moderately symptomatic, mildly symptomatic, and asymptomatic, respectively. Fatigue (59 %), bone pain (51 %), sleepiness (36 %), hypoesthesia or paresthesia (33 %), and muscle cramps (31 %) were most commonly reported. Moderate and severe general symptom levels, bone symptoms, depression, and mental status changes were identified as strong determinants of HRQoL. CONCLUSIONS:Severity, type of disease symptoms, and treatment related AEs are important HRQoL determinants in patients with MM, allowing for targeted treatment.
PMCID:3882558
PMID: 24122403
ISSN: 1433-7339
CID: 3650392

Mapping EORTC QLQ-C30 and QLQ-MY20 to EQ-5D in patients with multiple myeloma

Proskorovsky, Irina; Lewis, Philip; Williams, Cathy D; Jordan, Karin; Kyriakou, Charalampia; Ishak, Jack; Davies, Faith E
BACKGROUND:In oncology, health-related quality of life (HRQoL) data are often collected using disease-specific patient questionnaires while generic, patient-level utility data required for health economic modeling are often not collected. METHODS:We developed a mapping algorithm for multiple myeloma that relates HRQoL scores from the European Organization for Research and Treatment of Cancer (EORTC) questionnaires QLQ-C30 and QLQ-MY20 to a utility value from the European QoL-5 Dimensions (EQ-5D) questionnaire. Data were obtained from 154 multiple myeloma patients who had participated in a multicenter cohort study in the UK or Germany. All three questionnaires were administered at a single time point. Scores from all 19 domains of the QLQ-C30 and QLQ-MY20 instruments were univariately tested against EQ-5D values and retained in a multivariate regression model if statistically significant. A 10-fold cross-validation model selection method was also used as an alternative testing means. Two models were developed: one based on QLQ-C30 plus QLQ-MY20 scores and one based on QLQ-C30 scores alone. Adjusted R-squared, correlation coefficients, and plots of observed versus predicted EQ-5D values were presented for both models. RESULTS:Mapping revealed that Global Health Status/QoL, Physical Functioning, Pain, and Insomnia were significant predictors of EQ-5D utility values. Similar results were observed when QLQ-MY20 scores were excluded from the model, except that Emotional Functioning and became a significant predictor and Insomnia was no longer a significant predictor. Adjusted R-squared values were of similar magnitude with or without inclusion of QLQ-MY20 scores (0.70 and 0.69, respectively), suggesting that the EORTC QLQ-MY20 adds little in terms of predicting utility values in multiple myeloma. CONCLUSIONS:This algorithm successfully mapped EORTC HRQoL data onto EQ-5D utility in patients with multiple myeloma. Current mapping will aid in the analysis of cost-effectiveness of novel therapies for this indication.
PMCID:4007827
PMID: 24618388
ISSN: 1477-7525
CID: 3650402

Preclinical evaluation of imaging biomarkers for prostate cancer bone metastasis and response to cabozantinib

Graham, Timothy J; Box, Gary; Tunariu, Nina; Crespo, Mateus; Spinks, Terry J; Miranda, Susana; Attard, Gerhardt; de Bono, Johann; Eccles, Suzanne A; Davies, Faith E; Robinson, Simon P
BACKGROUND:Prostate cancer is incurable once it has metastasized to the bone. Appropriate preclinical models are lacking. The therapeutic efficacy of the multikinase inhibitor cabozantinib was assessed in an orthotopic xenograft model of castration-resistant prostate cancer (CRPC) bone metastasis using noninvasive, multimodality functional imaging. METHODS:NOD/SCID mice were injected intratibially with luciferase-expressing ERG (v-ets avian erythroblastosis virus E26 oncogene homolog) rearranged VCaP human prostate carcinoma cells. The response of VCaP xenografts (n = 7 per group) to cabozantinib was investigated using bioluminescence imaging and anatomical and diffusion weighted magnetic resonance imaging. This enabled quantitation of tumor volume and apparent diffusion coefficient (ADC). Bone uptake of technetium-methylene diphosphonate ((99m)Tc-MDP) was assessed by single-photon emission computed tomography. Ex vivo micro computed tomography was used to quantify bone volume and correlated with appropriate histopathology. Statistical significance was determined using the two-sided Mann-Whitney test or Wilcoxon signed rank test. RESULTS:VCaP xenografts were predominantly osteosclerotic with some osteolytic activity. Fluorescent in situ hybridization analysis confirmed retention of ERG oncogene rearrangements. Cabozantinib induced a statistically significant 52% reduction in tumor luminance (P = .02) and stasis in tumor volume after 15 days of treatment. Tumor ADC statistically significantly increased with cabozantinib and was associated with extensive necrosis (after 10 days, mean tumor ADC ± SD = 556±43×10(-6) mm(2)/s vs pretreatment ADC = 485±43×10(-6) mm(2)/s; P = .02 ). Tumor-associated uptake of (99m)Tc-MDP was statistically significantly reduced after 3 days of treatment (P = .02), sustained over 15 days treatment, and associated with a statistically significant (P = .048) reduction in bone growth on the tibial cortex, yet a highly statistically significant (P = .001) increase in trabecular bone volume. CONCLUSIONS:The intratibial VCaP model faithfully emulates clinical disease. Cabozantinib exerts potent effects on both tumor and tumor-induced bone matrix remodeling, and quantitation of ADC provides a clinically translatable imaging biomarker for early, sensitive assessment of treatment response in CRPC bone metastasis.
PMID: 24634505
ISSN: 1460-2105
CID: 3650412

Heat shock proteins in multiple myeloma

Zhang, Lei; Fok, Jacqueline H L; Davies, Faith E
Heat shock proteins are molecular chaperones with a central role in protein folding and cellular protein homeostasis. They also play major roles in the development of cancer and in recent years have emerged as promising therapeutic targets. In this review, we discuss the known molecular mechanisms of various heat shock protein families and their involvement in cancer and in particular, multiple myeloma. In addition, we address the current progress and challenges in pharmacologically targeting these proteins as anti-cancer therapeutic strategies.
PMCID:4012740
PMID: 24675290
ISSN: 1949-2553
CID: 3650422

As stressful as learning your ABC [Editorial]

Zhang, Lei; Davies, Faith
PMID: 23062267
ISSN: 1873-5835
CID: 3706072

Treatment of relapsed refractory myeloma : an update from the European Hemataology Asociation (EHA), 2012

Pawlyn, C; Davies, Faith E
ORIGINAL:0013353
ISSN: 2047-7600
CID: 3708662

A phase 2 study of SRT501 (resveratrol) with bortezomib for patients with relapsed and or refractory multiple myeloma [Letter]

Popat, Rakesh; Plesner, Torben; Davies, Faith; Cook, Gordon; Cook, Mark; Elliott, Peter; Jacobson, Eric; Gumbleton, Todd; Oakervee, Heather; Cavenagh, Jamie
PMID: 23205612
ISSN: 1365-2141
CID: 3706082

Understanding the interplay between the proteasome pathway and autophagy in response to dual PI3K/mTOR inhibition in myeloma cells is essential for their effective clinical application [Letter]

Aronson, L I; Davenport, E L; Mirabella, F; Morgan, G J; Davies, F E
PMCID:3865535
PMID: 23670295
ISSN: 1476-5551
CID: 3694912

A TC classification-based predictor for multiple myeloma using multiplexed real-time quantitative PCR [Letter]

Kaiser, M F; Walker, B A; Hockley, S L; Begum, D B; Wardell, C P; Gonzalez, D; Ross, F M; Davies, F E; Morgan, G J
PMID: 23318961
ISSN: 1476-5551
CID: 3694882