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Combination of flow cytometry and functional imaging for monitoring of residual disease in myeloma

Rasche, L; Alapat, D; Kumar, M; Gershner, G; McDonald, J; Wardell, C P; Samant, R; Van Hemert, R; Epstein, J; Williams, A F; Thanendrarajan, S; Schinke, C; Bauer, M; Ashby, C; Tytarenko, R G; van Rhee, F; Walker, B A; Zangari, M; Barlogie, B; Davies, F E; Morgan, G J; Weinhold, N
The iliac crest is the sampling site for minimal residual disease (MRD) monitoring in multiple myeloma (MM). However, the disease distribution is often heterogeneous, and imaging can be used to complement MRD detection at a single site. We have investigated patients in complete remission (CR) during first-line or salvage therapy for whom MRD flow cytometry and the two imaging modalities positron emission tomography (PET) and diffusion-weighted magnetic resonance imaging (DW-MRI) were performed at the onset of CR. Residual focal lesions (FLs), detectable in 24% of first-line patients, were associated with short progression-free survival (PFS), with DW-MRI detecting disease in more patients. In some patients, FLs were only PET positive, indicating that the two approaches are complementary. Combining MRD and imaging improved prediction of outcome, with double-negative and double-positive features defining groups with excellent and dismal PFS, respectively. FLs were a rare event (12%) in first-line MRD-negative CR patients. In contrast, patients achieving an MRD-negative CR during salvage therapy frequently had FLs (50%). Multi-region sequencing and imaging in an MRD-negative patient showed persistence of spatially separated clones. In conclusion, we show that DW-MRI is a promising tool for monitoring residual disease that complements PET and should be combined with MRD.
PMID: 30573775
ISSN: 1476-5551
CID: 3695502

Clonal evolution in myeloma: the impact of maintenance lenalidomide and depth of response on the genetics and sub-clonal structure of relapsed disease in uniformly treated newly diagnosed patients

Jones, John R; Weinhold, Niels; Ashby, Cody; Walker, Brian A; Wardell, Christopher; Pawlyn, Charlotte; Rasche, Leo; Melchor, Lorenzo; Cairns, David A; Gregory, Walter M; Johnson, David; Begum, Dil B; Ellis, Sidra; Sherborne, Amy L; Cook, Gordon; Kaiser, Martin F; Drayson, Mark T; Owen, Roger G; Jackson, Graham H; Davies, Faith E; Greaves, Mel; Morgan, Gareth J
The emergence of treatment resistant sub-clones is a key feature of relapse in multiple myeloma. Therapeutic attempts to extend remission and prevent relapse include the maximisation of response and use of maintenance therapy. We used whole exome sequencing to study the genetics of paired presentation and relapse samples from 56 newly diagnosed patients, following induction therapy, randomised to receive either lenalidomide maintenance or observation as part of the Myeloma XI trial. Patients included were considered high risk, relapsing within 30 months of maintenance randomisation. Patients achieving a complete response had predominantly branching evolutionary patterns leading to relapse, characterised by a greater mutational burden, an altered mutational profile, bi-allelic inactivation of tumour suppressor genes, and acquired structural aberrations. Conversely, in patients achieving a partial response the evolutionary features were predominantly stable with a similar mutational and structural profile. There were no significant differences between patients relapsing after maintenance lenalidomide vs observation. This study shows that the depth of response is a key determinant of the evolutionary patterns seen at relapse.
PMID: 30733268
ISSN: 1592-8721
CID: 3649732

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

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

Subclonal evolution in disease progression from MGUS/SMM to multiple myeloma is characterised by clonal stability

Dutta, Ankit K; Fink, J Lynn; Grady, John P; Morgan, Gareth J; Mullighan, Charles G; To, Luen B; Hewett, Duncan R; Zannettino, Andrew C W
Multiple myeloma (MM) is a largely incurable haematological malignancy defined by the clonal proliferation of malignant plasma cells (PCs) within the bone marrow. Clonal heterogeneity has recently been established as a feature in MM, however, the subclonal evolution associated with disease progression has not been described. Here, we performed whole-exome sequencing of serial samples from 10 patients, providing new insights into the progression from monoclonal gammopathy of undetermined significance (MGUS) and smouldering MM (SMM), to symptomatic MM. We confirm that intraclonal genetic heterogeneity is a common feature at diagnosis and that the driving events involved in disease progression are more subtle than previously reported. We reveal that MM evolution is mainly characterised by the phenomenon of clonal stability, where the transformed subclonal PC populations identified at MM are already present in the asymptomatic MGUS/SMM stages. Our findings highlight the possibility that PC extrinsic factors may play a role in subclonal evolution and MGUS/SMM to MM progression.
PMCID:6365384
PMID: 30046162
ISSN: 1476-5551
CID: 3649652

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 E 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 9.7 days, P = 0.01), hospitalization (mean 61.7 vs 20.4 days, P = 0.0006), and higher mortality (69% vs 25%, P = 0.01) as compared to other bacteremias. CONCLUSION/CONCLUSIONS:We found a high incidence of E 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

Oral ixazomib maintenance following autologous stem cell transplantation (TOURMALINE-MM3): a double-blind, randomised, placebo-controlled phase 3 trial

Dimopoulos, Meletios A; Gay, Francesca; Schjesvold, Fredrik; Beksac, Meral; Hajek, Roman; Weisel, Katja Christina; Goldschmidt, Hartmut; Maisnar, Vladimir; Moreau, Philippe; Min, Chang Ki; Pluta, Agnieszka; Chng, Wee-Joo; Kaiser, Martin; Zweegman, Sonja; Mateos, Maria-Victoria; Spencer, Andrew; Iida, Shinsuke; Morgan, Gareth; Suryanarayan, Kaveri; Teng, Zhaoyang; Skacel, Tomas; Palumbo, Antonio; Dash, Ajeeta B; Gupta, Neeraj; Labotka, Richard; Rajkumar, S Vincent
BACKGROUND:Maintenance therapy following autologous stem cell transplantation (ASCT) can delay disease progression and prolong survival in patients with multiple myeloma. Ixazomib is ideally suited for maintenance therapy given its convenient once-weekly oral dosing and low toxicity profile. In this study, we aimed to determine the safety and efficacy of ixazomib as maintenance therapy following ASCT. METHODS:) conditioning and single ASCT within 12 months of diagnosis. Patients were randomly assigned in a 3:2 ratio to oral ixazomib or matching placebo on days 1, 8, and 15 in 28-day cycles for 2 years following induction, high-dose therapy, and transplantation. The initial 3 mg dose was increased to 4 mg from cycle 5 if tolerated during cycles 1-4. Randomisation was stratified by induction regimen, pre-induction disease stage, and response post-transplantation. The primary endpoint was progression-free survival (PFS) by intention-to-treat analysis. Safety was assessed in all patients who received at least one dose of ixazomib or placebo, according to treatment actually received. This trial is registered with ClinicalTrials.gov, number NCT02181413, and follow-up is ongoing. FINDINGS:Between July 31, 2014, and March 14, 2016, 656 patients were enrolled and randomly assigned to receive ixazomib maintenance therapy (n=395) or placebo (n=261). With a median follow-up of 31 months (IQR 27·3-35·7), we observed a 28% reduction in the risk of progression or death with ixazomib versus placebo (median PFS 26·5 months [95% CI 23·7-33·8] vs 21·3 months [18·0-24·7]; hazard ratio 0·72, 95% CI 0·58-0·89; p=0·0023). No increase in second malignancies was noted with ixazomib therapy (12 [3%] patients) compared with placebo (eight [3%] patients) at the time of this analysis. 108 (27%) of 394 patients in the ixazomib group and 51 (20%) of 259 patients in the placebo group experienced serious adverse events. During the treatment period, one patient died in the ixazomib group and none died in the placebo group. INTERPRETATION:Ixazomib maintenance prolongs PFS and represents an additional option for post-transplant maintenance therapy in patients with newly diagnosed multiple myeloma. FUNDING:Millennium Pharmaceuticals, a wholly owned subsidiary of Takeda Pharmaceutical Company.
PMID: 30545780
ISSN: 1474-547x
CID: 3695492

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