Searched for: in-biosketch:true
person:davief01
FRAX is a robust predictor of baseline vertebral fractures in multiple myeloma patients
Atrash, Shebli; Dua, Isha; Buros, Amy F; Van Rhee, Fritz; Suva, Larry J; Thanendrarajan, Sharmilan; Schinke, Carolina; Davies, Faith; Morgan, Gareth; Zangari, Maurizio
FRAX is a commonly used tool to evaluate patient fracture risk based on individual patient models that integrate the risks associated with clinical risk factors with or without bone mineral density (BMD) at the femoral neck. Retrospectively, factors identified by the FRAX scoring algorithm were used to predict the risk for vertebral compression fractures at baseline in newly diagnosed multiple myeloma patients. The data were derived from myeloma patients enrolled in Total Therapy Protocols (TT4 & TT5) between 8/2008 and 9/2017. FRAX scores were calculated and baseline PET and MRI imaging obtained. Univariate and multivariate logistic regression analyses determined the association between FRAX components and the existence of vertebral compression fractures, both pathologic and osteoporotic. The patient population had a median age of 61 years (43-76), 37% female, and 87% white. The median major osteoporotic score (MOS) and Hip fracture scores (HFS) for TT4 patients (low-risk myeloma) were 5.6 and 0.5, respectively, while median MOS and HFS for TT5 (high risk myeloma) patients were 6.2 and 0.7, respectively. The odds ratio for fracture at diagnosis in patients with elevated MOS (>2), and HFS (>4.5) was significant OR (1.48, 95% confidence interval (1.35,1.62)) and OR (1.61, 95% confidence interval (1.42, 1.81)), respectively. In sum, an elevated baseline FRAX score was highly predictive of baseline vertebral fractures in MM patients at presentation. In addition, patients with higher FRAX scores had significantly shorter survival in the low-risk (TT4) group but this survival effect was not seen in the high-risk (TT5) group. These findings suggest that FRAX assessment of baseline fracture risk is beneficial in MM patients to identify an individual patients' risk of vertebral fracture.
PMID: 30244157
ISSN: 1873-2763
CID: 3695472
A clinical prediction model for outcome and therapy delivery in transplant-ineligible patients with myeloma (UK Myeloma Research Alliance Risk Profile): a development and validation study
Cook, Gordon; Royle, Kara-Louise; Pawlyn, Charlotte; Hockaday, Anna; Shah, Vallari; Kaiser, Martin F; Brown, Sarah R; Gregory, Walter M; Child, J Anthony; Davies, Faith E; Morgan, Gareth J; Cairns, David A; Jackson, Graham H
BACKGROUND:Tolerability of treatments for multiple myeloma can depend on the characteristics of the patient being treated. We aimed to develop and validate a risk profile, using routinely collected data, that could predict overall survival in patients with multiple myeloma who were ineligible for stem-cell transplantation. METHODS:We used patient data from two randomised controlled trials done in patients with newly diagnosed multiple myeloma who were ineligible for stem-cell transplantation (the NCRI Myeloma XI study [NCRI-XI, n=1852] and the MRC Myeloma IX study [MRC-IX, n=520]), to develop the UK Myeloma Research Alliance Risk Profile (MRP) for overall survival. We used multivariable Cox regression with a least absolute shrinkage and selection operator penalty term. Multiple imputation by chained equations was used to account for missing data in the development and internal validation of the model. The MRP was internally validated in NCRI-XI and externally validated in MRC-IX. The D-statistic was estimated in the developed model and used to internally and externally validate the model according to prespecified criteria. FINDINGS/RESULTS:The MRP included WHO performance status, International Staging System, age, and C-reactive protein concentration as prognostic variables. The MRP was prognostic of overall survival and was successfully internally validated in NCRI-XI and externally validated in MRC-IX (D-statistic NCRI-XI: 0·840 [95% CI 0·718-0·963] and MRC-IX: 0·654 [0·497-0·811]). The MRP groups defining low-risk, medium-risk, and high-risk patients were associated with progression-free survival and early mortality. A decrease in the percentage of protocol dose delivered and quality of life at baseline were associated with increased risk. The MRP groups remained prognostic in patients exposed to different therapeutic combinations and in patients with genetic high-risk disease defined according to both the UK and International Myeloma Working Group definitions. INTERPRETATION/CONCLUSIONS:We have developed and externally validated a risk profile for overall survival containing widely available clinical parameters. This risk profile could aid decision making in patients with multiple myeloma ineligible for stem-cell transplantation, but further external validation is required. FUNDING/BACKGROUND:Medical Research Council, Novartis, Schering Health Care, Chugai, Pharmion, Celgene, Ortho Biotech, Cancer Research UK, Celgene, Merck Sharp & Dohme, and Amgen.
PMID: 30738834
ISSN: 2352-3026
CID: 3649742
Towards personalized treatment in multiple myeloma based on molecular characteristics
Pawlyn, Charlotte; Davies, Faith E
To date, the choice of therapy for an individual multiple myeloma patient has been based on clinical factors such as age and co-morbidities. The widespread evolution, validation and clinical utilization of molecular technologies, such as fluorescent in-situ hybridization and next generation sequencing has enabled the identification of a number of prognostic and predictive biomarkers for progression free, overall survival and treatment response. In this review we argue that in order to continue to improve myeloma patient outcomes incorporating such biomarkers into the routine diagnostic workup of patients will allow for the use of personalized, biologically based treatments.
PMID: 30587529
ISSN: 1528-0020
CID: 3650562
Mesenchymal stem cells gene signature in high-risk myeloma bone marrow linked to suppression of distinct IGFBP2-expressing small adipocytes
Mehdi, Syed J; Johnson, Sarah K; Epstein, Joshua; Zangari, Maurizio; Qu, Pingping; Hoering, Antje; van Rhee, Frits; Schinke, Carolina; Thanendrarajan, Sharmilan; Barlogie, Bart; Davies, Faith E; Morgan, Gareth J; Yaccoby, Shmuel
Recent studies suggest that multiple myeloma (MM) induces proliferation and expansion of bone marrow (BM) mesenchymal stem cells (MSCs), but others showed that MM cells induce MSC senescence. To clarify the interaction between MM and MSCs, we exploited our established MSC gene signature to identify gene expression changes in myeloma MSCs and associated functional differences. Single MSCs from patients with MM had changes in expression of genes associated with cellular proliferation and senescence and a higher proportion of senescent cells and lower proliferative potential than those from age-matched healthy donors. Single MSCs from both sources heterogeneously express MSC genes associated with adipogenesis and osteoblastogenesis. We identified the gene encoding insulin-like growth factor-binding protein 2 (IGFBP2), an MSC gene commonly altered in high risk MM, as under-expressed. Morphologically, IGFBP2+ cells are underrepresented in MM BM compared to smouldering MM. Strong IGFBP2 and adiponectin co-expression was detected in a subset of small adipocytes. Co-culturing normal MSCs with myeloma cells suppressed MSC differentiation to adipocytes and osteoblasts, and reduced expression of IGFBP2 and adiponectin. Recombinant IGFBP2 blocked IGF1-mediated myeloma cell growth. Our data demonstrate that myeloma MSCs are less proliferative and that IGFBP2+ small adipocytes are a distinct mesenchymal cell population suppressed by myeloma.
PMCID:6361704
PMID: 30408155
ISSN: 1365-2141
CID: 3649682
Bacteremias following autologous stem cell transplantation for multiple myeloma: Risk factors and outcomes
Mohan, Meera; Susanibar-Adaniya, Sandra; Buros, Amy; Crescencio, Juan Carlos Rico; Burgess, Mary J; Lusardi, Katherine; Davies, Faith; Morgan, Gareth; Vanrhee, Frits; Zangari, Maurizio; Schinke, Carolina; Thanendrarajan, Sharmilan; Kothari, Atul
BACKGROUND:Autologous stem cell transplantation (ASCT) is a commonly used treatment for multiple myeloma (MM). This retrospective cohort study characterizes the risk factors and outcomes associated with bacteremia following ASCT at a single center. METHODS:We conducted a retrospective analysis in subjects who underwent ASCT for multiple myeloma and other malignancies from May 2014 to March 2015 at a single center. The control cohort included all subjects undergoing ASCT in the same time period who did not develop bacteremia. RESULTS:During the study period, 363 ASCTs were completed in 282 discrete patients. Bacteremia was documented in 13% of all transplants. Enterococcus faecium was the most frequent species overall (14/62, 23%). Vancomycin resistance was present in 93% of EÂ faecium isolates. Bacteremia was associated with a significantly decreased survival in patients who received their transplant after the first year of myeloma treatment. Overall survival (OS) was not significantly different in the two cohorts among patients undergoing ASCT within the first year of myeloma treatment. Survival analysis showed a significantly decreased OS in patients who developed Enterococcus bacteremia as compared to the non-bacteremia cohort. Enterococcal bacteremia was associated with significantly longer duration of neutropenia (mean 14 vs 9.7Â days, PÂ =Â 0.01), hospitalization (mean 61.7 vs 20.4Â days, PÂ =Â 0.0006), and higher mortality (69% vs 25%, PÂ =Â 0.01) as compared to other bacteremias. CONCLUSION/CONCLUSIONS:We found a high incidence of EÂ faecium and a low incidence of MRSA and Pseudomonas bacteremias following ASCT in our patient population. Survival analysis in our cohort suggests that the effect of underlying disease status and cumulative chemotherapy is critically important in determining outcomes related to bacteremia. Enterococcal bacteremias following ASCT were associated with significantly higher morbidity and mortality than non-enterococcal bacteremias.
PMID: 30689291
ISSN: 1399-3062
CID: 3695512
Poor overall survival in hyperhaploid multiple myeloma is defined by double-hit bi-allelic inactivation of TP53
Ashby, Cody; Tytarenko, Ruslana G; Wang, Yan; Weinhold, Niels; Johnson, Sarah K; Bauer, Michael; Wardell, Christopher P; Schinke, Carolina; Thanendrarajan, Sharmilan; Zangari, Mauricio; van Rhee, Frits; Davies, Faith E; Sawyer, Jeffrey R; Morgan, Gareth J; Walker, Brian A
Hyperhaploid multiple myeloma is a rare numerical aberration group defined by a range of 24-34 chromosomes, which is associated with a poor prognosis with a 5-year survival rate of 23%. Hyperhaploid patient samples (n=8) were sequenced and copy number and mutations identified. Samples had a median of 13 monosomies (range 12-14), which in general were those not associated with trisomies in hyperdiploid samples. The chromosomes traditionally trisomic in hyperdiploid myeloma were disomic in hyperhaploid myeloma with retention of heterodisomy. We examined the hyperhaploid samples for frequently mutated genes and found that 8/8 (100%) hyperhaploid samples had a mutation in TP53, exceeding the overall rate of mutation in newly diagnosed patients (5.5%), indicating an oncogenic dependency in this group. All samples with TP53 mutation also had monosomy of chromosome 17, indicating bi-allelic inactivation of TP53. As such, this high risk group is part of double-hit myeloma.
PMCID:6366829
PMID: 30774775
ISSN: 1949-2553
CID: 3658802
Author Correction: Identification of multiple risk loci and regulatory mechanisms influencing susceptibility to multiple myeloma [Correction]
Went, Molly; Sud, Amit; Försti, Asta; Halvarsson, Britt-Marie; Weinhold, Niels; Kimber, Scott; van Duin, Mark; Thorleifsson, Gudmar; Holroyd, Amy; Johnson, David C; Li, Ni; Orlando, Giulia; Law, Philip J; Ali, Mina; Chen, Bowang; Mitchell, Jonathan S; Gudbjartsson, Daniel F; Kuiper, Rowan; Stephens, Owen W; Bertsch, Uta; Broderick, Peter; Campo, Chiara; Bandapalli, Obul R; Einsele, Hermann; Gregory, Walter A; Gullberg, Urban; Hillengass, Jens; Hoffmann, Per; Jackson, Graham H; Jöckel, Karl-Heinz; Johnsson, Ellinor; Kristinsson, Sigurður Y; Mellqvist, Ulf-Henrik; Nahi, Hareth; Easton, Douglas; Pharoah, Paul; Dunning, Alison; Peto, Julian; Canzian, Federico; Swerdlow, Anthony; Eeles, Rosalind A; Kote-Jarai, Zsofia; Muir, Kenneth; Pashayan, Nora; Nickel, Jolanta; Nöthen, Markus M; Rafnar, Thorunn; Ross, Fiona M; da Silva Filho, Miguel Inacio; Thomsen, Hauke; Turesson, Ingemar; Vangsted, Annette; Andersen, Niels Frost; Waage, Anders; Walker, Brian A; Wihlborg, Anna-Karin; Broyl, Annemiek; Davies, Faith E; Thorsteinsdottir, Unnur; Langer, Christian; Hansson, Markus; Goldschmidt, Hartmut; Kaiser, Martin; Sonneveld, Pieter; Stefansson, Kari; Morgan, Gareth J; Hemminki, Kari; Nilsson, Björn; Houlston, Richard S
The original version of this Article contained an error in the spelling of a member of the PRACTICAL Consortium, Manuela Gago-Dominguez, which was incorrectly given as Manuela Gago Dominguez. This has now been corrected in both the PDF and HTML versions of the Article. Furthermore, in the original HTML version of this Article, the order of authors within the author list was incorrect. The PRACTICAL consortium was incorrectly listed after Richard S. Houlston and should have been listed after Nora Pashayan. This error has been corrected in the HTML version of the Article; the PDF version was correct at the time of publication.
PMID: 30631080
ISSN: 2041-1723
CID: 3649442
Lenalidomide maintenance versus observation for patients with newly diagnosed multiple myeloma (Myeloma XI): a multicentre, open-label, randomised, phase 3 trial
Jackson, Graham H; Davies, Faith E; Pawlyn, Charlotte; Cairns, David A; Striha, Alina; Collett, Corinne; Hockaday, Anna; Jones, John R; Kishore, Bhuvan; Garg, Mamta; Williams, Cathy D; Karunanithi, Kamaraj; Lindsay, Jindriska; Jenner, Matthew W; Cook, Gordon; Russell, Nigel H; Kaiser, Martin F; Drayson, Mark T; Owen, Roger G; Gregory, Walter M; Morgan, Gareth J
BACKGROUND:Patients with multiple myeloma treated with lenalidomide maintenance therapy have improved progression-free survival, primarily following autologous stem-cell transplantation. A beneficial effect of lenalidomide maintenance therapy on overall survival in this setting has been inconsistent between individual studies. Minimal data are available on the effect of maintenance lenalidomide in more aggressive disease states, such as patients with cytogenetic high-risk disease or patients ineligible for transplantation. We aimed to assess lenalidomide maintenance versus observation in patients with newly diagnosed multiple myeloma, including cytogenetic risk and transplantation status subgroup analyses. METHODS:The Myeloma XI trial was an open-label, randomised, phase 3, adaptive design trial with three randomisation stages done at 110 National Health Service hospitals in England, Wales, and Scotland. There were three potential randomisations in the study: induction treatment (allocation by transplantation eligibility status); intensification treatment (allocation by response to induction therapy); and maintenance treatment. Here, we report the results of the randomisation to maintenance treatment. Eligible patients for maintenance randomisation were aged 18 years or older and had symptomatic or non-secretory multiple myeloma, had completed their assigned induction therapy as per protocol and had achieved at least a minimal response to protocol treatment, including lenalidomide. Patients were randomly assigned (1:1 from Jan 13, 2011, to Jun 27, 2013, and 2:1 from Jun 28, 2013, to Aug 11, 2017) to lenalidomide maintenance (10 mg orally on days 1-21 of a 28-day cycle) or observation, and stratified by allocated induction and intensification treatment, and centre. The co-primary endpoints were progression-free survival and overall survival, analysed by intention to treat. Safety analysis was per protocol. This study is registered with the ISRCTN registry, number ISRCTN49407852, and clinicaltrialsregister.eu, number 2009-010956-93, and has completed recruitment. FINDINGS/RESULTS:Between Jan 13, 2011, and Aug 11, 2017, 1917 patients were accrued to the maintenance treatment randomisation of the trial. 1137 patients were assigned to lenalidomide maintenance and 834 patients to observation. After a median follow-up of 31 months (IQR 18-50), median progression-free survival was 39 months (95% CI 36-42) with lenalidomide and 20 months (18-22) with observation (hazard ratio [HR] 0·46 [95% CI 0·41-0·53]; p<0·0001), and 3-year overall survival was 78·6% (95% Cl 75·6-81·6) in the lenalidomide group and 75·8% (72·4-79·2) in the observation group (HR 0·87 [95% CI 0·73-1·05]; p=0·15). Progression-free survival was improved with lenalidomide compared with observation across all prespecified subgroups. On prespecified subgroup analyses by transplantation status, 3-year overall survival in transplantation-eligible patients was 87·5% (95% Cl 84·3-90·7) in the lenalidomide group and 80·2% (76·0-84·4) in the observation group (HR 0·69 [95% CI 0·52-0·93]; p=0·014), and in transplantation-ineligible patients it was 66·8% (61·6-72·1) in the lenalidomide group and 69·8% (64·4-75·2) in the observation group (1·02 [0·80-1·29]; p=0·88). By cytogenetic risk group, in standard-risk patients, 3-year overall survival was 86·4% (95% CI 80·0-90·9) in the lenalidomide group compared with 81·3% (74·2-86·7) in the observation group, and in high-risk patients, it was 74.9% (65·8-81·9) in the lenalidomide group compared with 63·7% (52·8-72·7) in the observation group; and in ultra-high-risk patients it was 62·9% (46·0-75·8) compared with 43·5% (22·2-63·1). Since these subgroup analyses results were not powered they should be interpreted with caution. The most common grade 3 or 4 adverse events for patients taking lenalidomide were haematological, including neutropenia (362 [33%] patients), thrombocytopenia (72 [7%] patients), and anaemia (42 [4%] patients). Serious adverse events were reported in 494 (45%) of 1097 patients receiving lenalidomide compared with 150 (17%) of 874 patients on observation. The most common serious adverse events were infections in both the lenalidomide group and the observation group. 460 deaths occurred during maintenance treatment, 234 (21%) in the lenalidomide group and 226 (27%) in the observation group, and no deaths in the lenalidomide group were deemed treatment related. INTERPRETATION/CONCLUSIONS:Maintenance therapy with lenalidomide significantly improved progression-free survival in patients with newly diagnosed multiple myeloma compared with observation, but did not improve overall survival in the intention-to-treat analysis of the whole trial population. The manageable safety profile of this drug and the encouraging results in subgroup analyses of patients across all cytogenetic risk groups support further investigation of maintenance lenalidomide in this setting. FUNDING/BACKGROUND:Cancer Research UK, Celgene, Amgen, Merck, and Myeloma UK.
PMCID:6318225
PMID: 30559051
ISSN: 1474-5488
CID: 3649722
A high-risk, Double-Hit, group of newly diagnosed myeloma identified by genomic analysis
Walker, Brian A; Mavrommatis, Konstantinos; Wardell, Christopher P; Ashby, T Cody; Bauer, Michael; Davies, Faith; Rosenthal, Adam; Wang, Hongwei; Qu, Pingping; Hoering, Antje; Samur, Mehmet; Towfic, Fadi; Ortiz, Maria; Flynt, Erin; Yu, Zhinuan; Yang, Zhihong; Rozelle, Dan; Obenauer, John; Trotter, Matthew; Auclair, Daniel; Keats, Jonathan; Bolli, Niccolo; Fulciniti, Mariateresa; Szalat, Raphael; Moreau, Phillipe; Durie, Brian; Stewart, A Keith; Goldschmidt, Hartmut; Raab, Marc S; Einsele, Hermann; Sonneveld, Pieter; San Miguel, Jesus; Lonial, Sagar; Jackson, Graham H; Anderson, Kenneth C; Avet-Loiseau, Herve; Munshi, Nikhil; Thakurta, Anjan; Morgan, Gareth
Patients with newly diagnosed multiple myeloma (NDMM) with high-risk disease are in need of new treatment strategies to improve the outcomes. Multiple clinical, cytogenetic, or gene expression features have been used to identify high-risk patients, each of which has significant weaknesses. Inclusion of molecular features into risk stratification could resolve the current challenges. In a genome-wide analysis of the largest set of molecular and clinical data established to date from NDMM, as part of the Myeloma Genome Project, we have defined DNA drivers of aggressive clinical behavior. Whole-genome and exome data from 1273 NDMM patients identified genetic factors that contribute significantly to progression free survival (PFS) and overall survival (OS) (cumulative R2 = 18.4% and 25.2%, respectively). Integrating DNA drivers and clinical data into a Cox model using 784 patients with ISS, age, PFS, OS, and genomic data, the model has a cumlative R2 of 34.3% for PFS and 46.5% for OS. A high-risk subgroup was defined by recursive partitioning using either a) bi-allelic TP53 inactivation or b) amplification (≥4 copies) of CKS1B (1q21) on the background of International Staging System III, comprising 6.1% of the population (median PFS = 15.4 months; OS = 20.7 months) that was validated in an independent dataset. Double-Hit patients have a dire prognosis despite modern therapies and should be considered for novel therapeutic approaches.
PMID: 29967379
ISSN: 1476-5551
CID: 3695462
Enrichment for copy number alterations and a unique pattern of gene mutations characterize multiple myeloma in elderly patients [Meeting Abstract]
Williams, Louis; Boyle, Eileen; Walker, Brian; Ashby, Cody; Bauer, Michael; Wardell, Christopher; Flynt, Erin; Thakurta, Anjan; Davies, Faith; Morgan, Gareth
ISI:000491229800129
ISSN: 2152-2650
CID: 5389092