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Evolutionary biology of high-risk multiple myeloma

Pawlyn, Charlotte; Morgan, Gareth J
The outcomes for the majority of patients with myeloma have improved over recent decades, driven by treatment advances. However, there is a subset of patients considered to have high-risk disease who have not benefited. Understanding how high-risk disease evolves from more therapeutically tractable stages is crucial if we are to improve outcomes. This can be accomplished by identifying the genetic mechanisms and mutations driving the transition of a normal plasma cell to one with the features of the following disease stages: monoclonal gammopathy of undetermined significance, smouldering myeloma, myeloma and plasma cell leukaemia. Although myeloma initiating events are clonal, subsequent driver lesions often occur in a subclone of cells, facilitating progression by Darwinian selection processes. Understanding the co-evolution of the clones within their microenvironment will be crucial for therapeutically manipulating the process. The end stage of progression is the generation of a state associated with treatment resistance, increased proliferation, evasion of apoptosis and an ability to grow independently of the bone marrow microenvironment. In this Review, we discuss these end-stage high-risk disease states and how new information is improving our understanding of their evolutionary trajectories, how they may be diagnosed and the biological behaviour that must be addressed if they are to be treated effectively.
PMID: 28835722
ISSN: 1474-1768
CID: 3649042

Spatial genomic heterogeneity in multiple myeloma revealed by multi-region sequencing

Rasche, L; Chavan, S S; Stephens, O W; Patel, P H; Tytarenko, R; Ashby, C; Bauer, M; Stein, C; Deshpande, S; Wardell, C; Buzder, T; Molnar, G; Zangari, M; van Rhee, F; Thanendrarajan, S; Schinke, C; Epstein, J; Davies, F E; Walker, B A; Meissner, T; Barlogie, B; Morgan, G J; Weinhold, N
In multiple myeloma malignant plasma cells expand within the bone marrow. Since this site is well-perfused, a rapid dissemination of "fitter" clones may be anticipated. However, an imbalanced distribution of multiple myeloma is frequently observed in medical imaging. Here, we perform multi-region sequencing, including iliac crest and radiology-guided focal lesion specimens from 51 patients to gain insight into the spatial clonal architecture. We demonstrate spatial genomic heterogeneity in more than 75% of patients, including inactivation of CDKN2C and TP53, and mutations affecting mitogen-activated protein kinase genes. We show that the extent of spatial heterogeneity is positively associated with the size of biopsied focal lesions consistent with regional outgrowth of advanced clones. The results support a model for multiple myeloma progression with clonal sweeps in the early phase and regional evolution in advanced disease. We suggest that multi-region investigations are critical to understanding intra-patient heterogeneity and the evolutionary processes in multiple myeloma.In multiple myeloma, malignant cells expand within bone marrow. Here, the authors use multi-region sequencing in patient samples to analyse spatial clonal architecture and heterogeneity, providing novel insight into multiple myeloma progression and evolution.
PMCID:5559527
PMID: 28814763
ISSN: 2041-1723
CID: 3695412

Haematological cancer: Where are we now with the treatment of multiple myeloma?

Morgan, Gareth J; Rasche, Leo
PMID: 28607521
ISSN: 1759-4782
CID: 3649012

Clinical characteristics and prognostic factors in multiple myeloma patients with light chain deposition disease

Mohan, Meera; Buros, Amy; Mathur, Pankaj; Gokden, Neriman; Singh, Manisha; Susanibar, Sandra; Jo Kamimoto, Jorge; Hoque, Shadiqul; Radhakrishnan, Muthukumar; Matin, Aasiya; Davis, Cynthia; Grazziutti, Monica; Thanendrarajan, Sharmilan; van Rhee, Frits; Zangari, Maurizio; Davies, Faith; Morgan, Gareth; Epstein, Joshua; Barlogie, Bart; Schinke, Carolina
Light chain deposition disease (LCDD) is characterized by monotypic immunoglobulin depositions which will eventually lead to loss of organ function if left untreated. While the kidney is almost always affected, the presence and degree of LCDD in other organs vary. Ten to thirty percent of LCDD patients have underlying Multiple Myeloma (MM), yet outcome and prognostic markers in this particular patient group are still lacking. Here, we analyzed 69 patients with MM and biopsy proven LCDD and report on renal and extra-renal involvement and its impact on prognosis as well as renal response depending on hematologic response. Coexisting light chain diseases such as AL amyloid and cast nephropathy were found in 30% of patients; those with LCDD and concurrent amyloid tended to have shorter survival. Cardiac involvement by LCDD was seen in one-third of our patients and was associated with shorter overall survival; such patients also had a significantly higher risk of treatment-related mortality (TRM) after stem cell transplant (SCT) compared to LCDD patients without cardiac involvement. This study highlights that MM patients with LCDD present with different clinical features compared to previously reported LCDD cohorts. Rapid initiation of treatment is necessary to prevent progressive renal disease and worse outcome. Coexisting light chain diseases and cardiac involvement are more common than previously reported and confer worse clinical outcome, emphasizing the need for careful patient careful patient evaluation and treatment selection.
PMID: 28383130
ISSN: 1096-8652
CID: 3695362

The prognostic value of the depth of response in multiple myeloma depends on the time of assessment, risk status and molecular subtype [Letter]

Schinke, Carolina; Hoering, Antje; Wang, Hongwei; Carlton, Victoria; Thanandrarajan, Sharmilan; Deshpande, Shayu; Patel, Purvi; Molnar, Gabor; Susanibar, Sandra; Mohan, Meera; Mathur, Pankaj; Radhakrishnan, Muthukumar; Hoque, Shadiqul; Jo Kamimoto, Jorge; Grazziutti, Monica; van Rhee, Frits; Zangari, Maurizio; Insuasti-Beltran, Giovanni; Alapat, Daisy; Post, Ginell; Yaccoby, Shmuel; Epstein, Joshua; Rasche, Leo; Johnson, Sarah; Moorhead, Martin; Willis, Tom; Barlogie, Bart; Walker, Brian; Weinhold, Niels; Davies, Faith E; Morgan, Gareth J
PMCID:5541885
PMID: 28522572
ISSN: 1592-8721
CID: 3648962

Genome-wide association study of immunoglobulin light chain amyloidosis in three patient cohorts: comparison with myeloma

da Silva Filho, M I; Försti, A; Weinhold, N; Meziane, I; Campo, C; Huhn, S; Nickel, J; Hoffmann, P; Nöthen, M M; Jöckel, K-H; Landi, S; Mitchell, J S; Johnson, D; Morgan, G J; Houlston, R; Goldschmidt, H; Jauch, A; Milani, P; Merlini, G; Rowcieno, D; Hawkins, P; Hegenbart, U; Palladini, G; Wechalekar, A; Schönland, S O; Hemminki, K
Immunoglobulin light chain (AL) amyloidosis is characterized by tissue deposition of amyloid fibers derived from immunoglobulin light chain. AL amyloidosis and multiple myeloma (MM) originate from monoclonal gammopathy of undetermined significance. We wanted to characterize germline susceptibility to AL amyloidosis using a genome-wide association study (GWAS) on 1229 AL amyloidosis patients from Germany, UK and Italy, and 7526 healthy local controls. For comparison with MM, recent GWAS data on 3790 cases were used. For AL amyloidosis, single nucleotide polymorphisms (SNPs) at 10 loci showed evidence of an association at P<10-5 with homogeneity of results from the 3 sample sets; some of these were previously documented to influence MM risk, including the SNP at the IRF4 binding site. In AL amyloidosis, rs9344 at the splice site of cyclin D1, promoting translocation (11;14), reached the highest significance, P=7.80 × 10-11; the SNP was only marginally significant in MM. SNP rs79419269 close to gene SMARCD3 involved in chromatin remodeling was also significant (P=5.2 × 10-8). These data provide evidence for common genetic susceptibility to AL amyloidosis and MM. Cyclin D1 is a more prominent driver in AL amyloidosis than in MM, but the links to aggregation of light chains need to be demonstrated.
PMID: 28025584
ISSN: 1476-5551
CID: 3695322

Low expression of hexokinase-2 is associated with false-negative FDG-positron emission tomography in multiple myeloma

Rasche, Leo; Angtuaco, Edgardo; McDonald, James E; Buros, Amy; Stein, Caleb; Pawlyn, Charlotte; Thanendrarajan, Sharmilan; Schinke, Carolina; Samant, Rohan; Yaccoby, Shmuel; Walker, Brian A; Epstein, Joshua; Zangari, Maurizio; van Rhee, Frits; Meissner, Tobias; Goldschmidt, Hartmut; Hemminki, Kari; Houlston, Richard; Barlogie, Bart; Davies, Faith E; Morgan, Gareth J; Weinhold, Niels
18F-Fluorodeoxyglucose (FDG)-positron emission tomography (PET) and diffusion-weighted magnetic resonance imaging with background signal suppression (DWIBS) are 2 powerful functional imaging modalities in the evaluation of malignant plasma cell (PC) disease multiple myeloma (MM). Preliminary observations have suggested that MM patients with extensive disease according to DWIBS may be reported as being disease-free on FDG-PET ("PET false-negative"). The aim of this study was to describe the proportion of PET false-negativity in a representative set of 227 newly diagnosed MM patients with simultaneous assessment of FDG-PET and DWIBS, and to identify tumor-intrinsic features associated with this pattern. We found the incidence of PET false-negativity to be 11%. Neither tumor load-associated parameters, such as degree of bone marrow PC infiltration, nor the PC proliferation rate were associated with this subset. However, the gene coding for hexokinase-2, which catalyzes the first step of glycolysis, was significantly lower expressed in PET false-negative cases (5.3-fold change, P < .001) which provides a mechanistic explanation for this feature. In conclusion, we demonstrate a relevant number of patients with FDG-PET false-negative MM and a strong association between hexokinase-2 expression and this negativity: a finding which may also be relevant for clinical imaging of other hematological cancers.
PMID: 28432222
ISSN: 1528-0020
CID: 3648942

Diagnosis and monitoring for light chain only and oligosecretory myeloma using serum free light chain tests

Heaney, Jennifer L J; Campbell, John P; Griffin, Anne E; Birtwistle, Jane; Shemar, Meena; Child, J Anthony; Gregory, Walter M; Cairns, David A; Morgan, Gareth; Jackson, Graham; Drayson, Mark T
This study aims to guide the integration of serum free light chain (sFLC) tests into clinical practice, including a new rapid test (Seralite® ). Blood and urine analysis from 5573 newly diagnosed myeloma patients identified 576 light chain only (LCO) and 60 non-secretory (NS) cases. Serum was tested by Freelite® and Seralite® at diagnosis, maximum response and relapse. 20% of LCO patients had urine FLC levels below that recommended for measuring response but >97% of these had adequate sFLC levels (oligosecretory). The recommended Freelite® sFLC ≥100 mg/l for measuring response was confirmed and the equivalent Seralite® FLC difference (dFLC) >20 mg/l identified. By both methods, ≥38% of NS patients had measurable disease (oligosecretory). Higher sFLC levels were observed on Freelite® at all time points. However, good clinical concordance was observed at diagnosis and in response to therapy. Achieving at least a very good partial response according to either sFLC method was associated with better patient survival. Relapse was identified using a Freelite® sFLC increase >200 mg/l and found 100% concordance with a corresponding Seralite® dFLC increase >30 mg/l. Both Freelite® and Seralite® sensitively diagnose and monitor LCO/oligosecretory myeloma. Rapid testing by Seralite® could fast-track FLC screening and monitoring. Response by sFLC assessment was prognostic for survival and demonstrates the clinical value of routine sFLC testing.
PMID: 28573706
ISSN: 1365-2141
CID: 3695372

Assessing the effect of obesity-related traits on multiple myeloma using a Mendelian randomisation approach [Letter]

Went, M; Sud, A; Law, P J; Johnson, D C; Weinhold, N; Försti, A; van Duin, M; Mitchell, J S; Chen, B; Kuiper, R; Stephens, O W; Bertsch, U; Campo, C; Einsele, H; Gregory, W M; Henrion, M; Hillengass, J; Hoffmann, P; Jackson, G H; Lenive, O; Nickel, J; Nöthen, M M; da Silva Filho, M I; Thomsen, H; Walker, B A; Broyl, A; Davies, F E; Langer, C; Hansson, M; Kaiser, M; Sonneveld, P; Goldschmidt, H; Hemminki, K; Nilsson, B; Morgan, G J; Houlston, R S
PMCID:5520395
PMID: 28622301
ISSN: 2044-5385
CID: 3695392

Adverse Metaphase Cytogenetics Can Be Overcome by Adding Bortezomib and Thalidomide to Fractionated Melphalan Transplants

Jethava, Yogesh S; Mitchell, Alan; Epstein, Joshua; Zangari, Maurizio; Yaccoby, Shmuel; Tian, Erming; Waheed, Sarah; Khan, Rashid; Papanikolaou, Xenofon; Grazziutti, Monica; Cottler-Fox, Michele; Petty, Nathan; Steward, Douglas; Panozzo, Susan; Bailey, Clyde; Hoering, Antje; Crowley, John; Sawyer, Jeffrey; Morgan, Gareth; Barlogie, Bart; van Rhee, Frits
Purpose: To determine whether a reduction in the intensity of Total Therapy (TT) reduces toxicity and maintains efficacy.Experimental Design: A total of 289 patients with gene expression profiling (GEP70)-defined low-risk multiple myeloma were randomized between a standard arm (TT4-S) and a light arm (TT4-L). TT4-L employed one instead of two inductions and consolidations. To compensate for potential loss of efficacy of TT4-L, bortezomib and thalidomide were added to fractionated melphalan 50 mg/m2/d for 4 days.Results: Grade ≥3 toxicities and treatment-related mortalities were not reduced in TT4-L. Complete response (CR) rates were virtually identical (P = 0.2; TT4-S, 59%; TT4-L, 61% at 2 years), although CR duration was superior with TT4-S (P = 0.05; TT4-S, 87%; TT4-L, 81% at 2 years). With a median follow-up of 4.5 years, there was no difference in overall survival (OS) and progression-free survival (PFS). Whereas metaphase cytogenetic abnormalities (CAs) tended to be an adverse feature in TT4-S, as with predecessor TT trials, the reverse applied to TT4-L. Employing historical TT3a as training and TT3b as test set, 51 gene probes (GEP51) significantly differentiated the presence and absence of CA (q < 0.0001), seven of which function in DNA replication, recombination, and repair. Applying the GEP51 model to clinical outcomes, OS and PFS were significantly inferior with GEP51/CA in TT4-S; such a difference was not observed in TT4-L.Conclusions: We identified a prognostic CA-linked GEP51 signature, the adversity of which could be overcome by potentially synergizing anti-multiple myeloma effects of melphalan and bortezomib. These exploratory findings require confirmation in a prospective randomized trial. Clin Cancer Res; 23(11); 2665-72. ©2016 AACR.
PMCID:6080620
PMID: 27810902
ISSN: 1078-0432
CID: 3695302