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The presence of large focal lesions is a strong independent prognostic factor in multiple myeloma

Rasche, Leo; Angtuaco, Edgardo J; Alpe, Terri L; Gershner, Grant H; McDonald, James E; Samant, Rohan S; Kumar, Manoj; Van Hemert, Rudy; Epstein, Joshua; Deshpande, Shayu; Tytarenko, Ruslana; Yaccoby, Shmuel; Hillengass, Jens; Thanendrarajan, Sharmilan; Schinke, Carolina; van Rhee, Frits; Zangari, Maurizio; Walker, Brian A; Barlogie, Bart; Morgan, Gareth J; Davies, Faith E; Weinhold, Niels
Spatial intratumor heterogeneity is frequently seen in multiple myeloma (MM) and poses a significant challenge for risk classifiers, which rely on tumor samples from the iliac crest. Because biopsy-based assessment of multiple skeletal sites is difficult, alternative strategies for risk stratification are required. Recently, the size of focal lesions (FLs) was shown to be a surrogate marker for spatial heterogeneity, suggesting that data from medical imaging could be used to improve risk stratification approaches. Here, we investigated the prognostic value of FL size in 404 transplant-eligible, newly diagnosed MM patients. Using diffusion-weighted magnetic resonance imaging with background suppression, we identified the presence of multiple large FLs as a strong prognostic factor. Patients with at least 3 large FLs with a product of the perpendicular diameters >5 cm2 were associated with poor progression-free survival (PFS) and overall survival (OS; median, 2.3 and 3.6 years, respectively). This pattern, seen in 13.8% of patients, was independent of the Revised International Staging System (RISS), gene expression profiling (GEP)-based risk score, gain(1q), or extramedullary disease (hazard ratio, 2.7 and 2.2 for PFS and OS in multivariate analysis, respectively). The number of FLs lost its negative impact on outcome after adjusting for FL size. In conclusion, the presence of at least 3 large FL is a feature of high risk, which can be used to refine the diagnosis of this type of disease behavior and as an entry criterion for risk-stratified trials.
PMCID:6034645
PMID: 29784643
ISSN: 1528-0020
CID: 3649272

Kinase domain activation through gene rearrangement in multiple myeloma

Morgan, Gareth J; He, Jie; Tytarenko, Ruslana; Patel, Purvi; Stephens, Owen W; Zhong, Shan; Deshpande, Shayu; Bauer, Michael; Weinhold, Niels; Schinke, Carolina; Rasche, Leo; Bailey, Mark; Ali, Siraj; Ross, Jeff; Miller, Vincent A; Stephens, Phillip; Thanendrarajan, Sharmilan; Zangari, Maurizio; van Rhee, Frits; Mughal, Tariq; Davies, Faith E; Walker, Brian A
Chromosomal rearrangements that result in oncogenic kinase activation are present in many solid and hematological malignancies, but none have been reported in multiple myeloma (MM). Here we analyzed 1421 samples from 958 myeloma patients using a targeted assay and detected fusion genes in 1.5% of patients. These fusion genes were in-frame and the majority of them contained kinase domains from either receptor tyrosine kinases (ALK, ROS1, NTRK3, and FGFR1) or cytoplasmic kinases (BRAF, MAP3K14, and MAPK14), which would result in the activation of MEK/ERK, NF-κB, or inflammatory signaling pathways. Fusion genes were present in smoldering MM, newly diagnosed MM, and relapse patient samples indicating they are not solely late events. Most fusion genes were subclonal in nature, but one EML4-ALK fusion was clonal indicating it is a driver of disease pathogenesis. Samples with fusions of receptor tyrosine kinases were not found in conjunction with clonal Ras/Raf mutations indicating a parallel mechanism of MEK/ERK pathway activation. Fusion genes involving MAP3K14 (NIK), which regulates the NF-κB pathway, were detected as were t(14;17) rearrangements involving NIK in 2% of MM samples. Activation of kinases in myeloma through rearrangements presents an opportunity to use treatments existing in other cancers.
PMCID:6224403
PMID: 29654269
ISSN: 1476-5551
CID: 3649242

Treatment to suppression of focal lesions on positron emission tomography-computed tomography is a therapeutic goal in newly diagnosed multiple myeloma

Davies, Faith E; Rosenthal, Adam; Rasche, Leo; Petty, Nathan M; McDonald, James E; Ntambi, James A; Steward, Doug M; Panozzo, Susan B; van Rhee, Frits; Zangari, Maurizio; Schinke, Carolina D; Thanendrarajan, Sharmilan; Walker, Brian; Weinhold, Niels; Barlogie, Bart; Hoering, Antje; Morgan, Gareth J
Fluorine-18 fluorodeoxyglucose positron emission tomography with computed tomography attenuation correction (PET-CT) in myeloma can detect and enumerate focal lesions by the quantitative characterization of metabolic activity. The aim of this study was to determine the prognostic significance of the suppression of PET-CT activity at a number of time points post therapy initiation: day 7, post induction, post transplant, and at maintenance therapy. As part of the TT4-6 trial series, 596 patients underwent baseline PET-CT and were evaluated serially during their disease course using peak standardized uptake values above background red marrow signal. We demonstrate that the presence of more than 3 focal lesions at presentation identifies a group of patients with an adverse progression-free survival and overall survival. At day 7 of therapy, patients with complete focal lesion signal suppression revert to the same prognosis as those with no lesions at diagnosis. At later time points, the continued suppression of signal remains prognostically important. We conclude that for newly diagnosed patients with focal lesions, treatment until these lesions are suppressed is an important therapeutic goal as the prognosis of these patients is the same as those without lesions at diagnosis. (clinicaltrials.gov identifiers: 00734877, 02128230, 00869232, 00871013).
PMCID:6058800
PMID: 29567784
ISSN: 1592-8721
CID: 3649232

The Pattern of Mesenchymal Stem Cell Expression Is an Independent Marker of Outcome in Multiple Myeloma

Schinke, Carolina; Qu, Pingping; Mehdi, Syed J; Hoering, Antje; Epstein, Joshua; Johnson, Sarah K; van Rhee, Frits; Zangari, Maurizio; Thanendrarajan, Sharmilan; Barlogie, Bart; Davies, Faith E; Yaccoby, Shmuel; Morgan, Gareth J
Purpose: Mesenchymal stem cells (MSC) are an essential component of the bone marrow microenvironment and have shown to support cancer evolution in multiple myeloma. Despite the increasing evidence that multiple myeloma MSCs differ from their healthy counterparts, little knowledge exists as to whether MSCs independently influence disease outcome. The aim of this study was to determine the importance of MSCs in disease progression and outcome in multiple myeloma.Experimental Design: To determine the impact of MSCs on multiple myeloma outcome in an in vivo system, we first identified genes from cultured MSCs that were specific to MSC expression and were not or minimally expressed in plasma cells (PC) or other cells present in bone marrow aspirates. We then applied this MSC gene signature to whole bone marrow biopsies of multiple myeloma patients compared with healthy controls and determined MSC expression scores specific to multiple myeloma and predictive of outcome.Results: We show that multiple myeloma MSC gene expression signatures can differentiate multiple myeloma from monoclonal gammopathy and smoldering multiple myeloma (SMM) as well as from healthy controls and treated multiple myeloma patients who have achieved a complete remission. We identified a prognostic gene score based on three MSC specific genes, COL4A1, NPR3 and ITGBL1, that was able to predict progression-free survival in multiple myeloma patients and progression into multiple myeloma from SMM.Conclusions: Our findings show that progression of multiple myeloma and of SMM into multiple myeloma does not rely solely on intrinsic PC factors, but is independently affected by the biology of the surrounding microenvironment. Clin Cancer Res; 24(12); 2913-9. ©2018 AACR.
PMID: 29563136
ISSN: 1078-0432
CID: 3649222

Loss of heterozygosity as a marker of homologous repair deficiency in multiple myeloma: a role for PARP inhibition?

Pawlyn, Charlotte; Loehr, Andrea; Ashby, Cody; Tytarenko, Ruslana; Deshpande, Shayu; Sun, James; Fedorchak, Kyle; Mughal, Tariq; Davies, Faith E; Walker, Brian A; Morgan, Gareth J
PARP inhibitors can induce synthetic lethality in tumors characterized by homologous recombination deficiency (HRD), which can be detected by evaluating genome-wide loss of heterozygosity (LOH). Multiple myeloma (MM) is a genetically unstable tumor and we hypothesized that HRD-related LOH (HRD-LOH) could be detected in patient samples, supporting a potential role for PARP inhibition in MM. Using results from targeted next-generation sequencing studies (FoundationOne® Heme), we analyzed HRD-LOH in patients at all disease stages (MGUS (n = 7), smoldering MM (SMM, n = 30), newly diagnosed MM (NDMM, n = 71), treated MM (TRMM, n = 64), and relapsed MM (RLMM, n = 234)) using an algorithm to identify HRD-LOH segments. We demonstrated HRD-LOH in MM samples, increasing as disease progresses. The extent of genomic HRD-LOH correlated with high-risk disease markers. Outcome of RLMM patients, the biggest clinical group, was analyzed and patients with HRD-LOH above the third quartile (≥5% HRD-LOH) had significantly worse progression-free and overall survival than those with lower levels (p < 0.001). Mutations in key homologous recombination genes account for some, but not all, of the cases with an excess of HRD-LOH. These data support the further evaluation of PARP inhibitors in MM patients, particularly in the relapsed setting with a high unmet need for new treatments.
PMCID:6035152
PMID: 29467487
ISSN: 1476-5551
CID: 3649182

HSF1 Is Essential for Myeloma Cell Survival and A Promising Therapeutic Target

Fok, Jacqueline H L; Hedayat, Somaieh; Zhang, Lei; Aronson, Lauren I; Mirabella, Fabio; Pawlyn, Charlotte; Bright, Michael D; Wardell, Christopher P; Keats, Jonathan J; De Billy, Emmanuel; Rye, Carl S; Chessum, Nicola E A; Jones, Keith; Morgan, Gareth J; Eccles, Suzanne A; Workman, Paul; Davies, Faith E
Purpose: Myeloma is a plasma cell malignancy characterized by the overproduction of immunoglobulin, and is therefore susceptible to therapies targeting protein homeostasis. We hypothesized that heat shock factor 1 (HSF1) was an attractive therapeutic target for myeloma due to its direct regulation of transcriptional programs implicated in both protein homeostasis and the oncogenic phenotype. Here, we interrogate HSF1 as a therapeutic target in myeloma using bioinformatic, genetic, and pharmacologic means.Experimental Design: To assess the clinical relevance of HSF1, we analyzed publicly available patient myeloma gene expression datasets. Validation of this novel target was conducted in in vitro experiments using shRNA or inhibitors of the HSF1 pathway in human myeloma cell lines and primary cells as well as in in vivo human myeloma xenograft models.Results: Expression of HSF1 and its target genes were associated with poorer myeloma patient survival. ShRNA-mediated knockdown or pharmacologic inhibition of the HSF1 pathway with a novel chemical probe, CCT251236, or with KRIBB11, led to caspase-mediated cell death that was associated with an increase in EIF2α phosphorylation, CHOP expression and a decrease in overall protein synthesis. Importantly, both CCT251236 and KRIBB11 induced cytotoxicity in human myeloma cell lines and patient-derived primary myeloma cells with a therapeutic window over normal cells. Pharmacologic inhibition induced tumor growth inhibition and was well-tolerated in a human myeloma xenograft murine model with evidence of pharmacodynamic biomarker modulation.Conclusions: Taken together, our studies demonstrate the dependence of myeloma cells on HSF1 for survival and support the clinical evaluation of pharmacologic inhibitors of the HSF1 pathway in myeloma. Clin Cancer Res; 24(10); 2395-407. ©2018 AACRSee related commentary by Parekh, p. 2237.
PMID: 29391353
ISSN: 1078-0432
CID: 3649172

A phase I/II study of KW-2478, an Hsp90 inhibitor, in combination with bortezomib in patients with relapsed/refractory multiple myeloma

Cavenagh, J; Oakervee, H; Baetiong-Caguioa, P; Davies, F; Gharibo, M; Rabin, N; Kurman, M; Novak, B; Shiraishi, N; Nakashima, D; Akinaga, S; Yong, K
BACKGROUND:KW-2478 is a novel non-ansamycin Hsp90 inhibitor with modest single-agent activity in relapsed/refractory myeloma but which shows synergistic antimyeloma activity with bortezomib (BTZ) in preclinical studies. This study determined the safety, preliminary clinical activity, and pharmacokinetics of KW-2478, an Hsp90 inhibitor, in combination with BTZ in patients with relapsed/refractory multiple myeloma (MM). METHODS:Phase I dose escalation determined the recommended phase II dose (RP2D) of KW-2478 plus BTZ, which was then used during phase II. RESULTS:on days 1, 4, 8, and 11 every 3 weeks. In the efficacy evaluable phase I/II population treated at the RP2D (n=79), the objective response rate was 39.2% (95% confidence interval: 28.4-50.9%), clinical benefit rate 51.9% (40.4-63.3%), median progression-free survival 6.7 (5.9-not reached (NR)) months, and median duration of response 5.5 (4.9-NR) months. In the phase I/II safety population (n=95), the most frequently observed treatment-related grade 3/4 adverse events were diarrhoea, fatigue, and neutropenia (each in 7.4% of patients), and nausea and thrombocytopenia (each in 5.3%). CONCLUSIONS:KW-2478 plus BTZ was well tolerated with no apparent overlapping toxicity in patients with relapsed/refractory MM. The antimyeloma activity of KW-2478 in combination with BTZ as scheduled in this trial appeared relatively modest; however, the good tolerability of the combination would support further exploration of alternate dosing schedules and combinations.
PMCID:5672925
PMID: 28873084
ISSN: 1532-1827
CID: 3706102

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

Potent and Selective KDM5 Inhibitor Stops Cellular Demethylation of H3K4me3 at Transcription Start Sites and Proliferation of MM1S Myeloma Cells

Tumber, Anthony; Nuzzi, Andrea; Hookway, Edward S; Hatch, Stephanie B; Velupillai, Srikannathasan; Johansson, Catrine; Kawamura, Akane; Savitsky, Pavel; Yapp, Clarence; Szykowska, Aleksandra; Wu, Na; Bountra, Chas; Strain-Damerell, Claire; Burgess-Brown, Nicola A; Ruda, Gian Filippo; Fedorov, Oleg; Munro, Shonagh; England, Katherine S; Nowak, Radoslaw P; Schofield, Christopher J; La Thangue, Nicholas B; Pawlyn, Charlotte; Davies, Faith; Morgan, Gareth; Athanasou, Nick; Müller, Susanne; Oppermann, Udo; Brennan, Paul E
Methylation of lysine residues on histone tail is a dynamic epigenetic modification that plays a key role in chromatin structure and gene regulation. Members of the KDM5 (also known as JARID1) sub-family are 2-oxoglutarate (2-OG) and Fe2+-dependent oxygenases acting as histone 3 lysine 4 trimethyl (H3K4me3) demethylases, regulating proliferation, stem cell self-renewal, and differentiation. Here we present the characterization of KDOAM-25, an inhibitor of KDM5 enzymes. KDOAM-25 shows biochemical half maximal inhibitory concentration values of <100 nM for KDM5A-D in vitro, high selectivity toward other 2-OG oxygenases sub-families, and no off-target activity on a panel of 55 receptors and enzymes. In human cell assay systems, KDOAM-25 has a half maximal effective concentration of ∼50 μM and good selectivity toward other demethylases. KDM5B is overexpressed in multiple myeloma and negatively correlated with the overall survival. Multiple myeloma MM1S cells treated with KDOAM-25 show increased global H3K4 methylation at transcriptional start sites and impaired proliferation.
PMCID:5361737
PMID: 28262558
ISSN: 2451-9448
CID: 3695342

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