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Mahajan N, Wu HJ, Bennett RL, Troche C, Licht JD, Weber JD, Maggi LB, Tomasson MH. Sabotaging of the oxidative stress response by an oncogenic noncoding RNA. FASEB J 2016; 31:482-490. [PMID: 28148777 DOI: 10.1096/fj.201600654r] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Accepted: 10/04/2016] [Indexed: 12/27/2022]
Abstract
Overexpression of the multiple myeloma set domain (MMSET) Wolf-Hirschhorn syndrome candidate 1 gene, which contains an orphan box H/ACA class small nucleolar RNA, ACA11, in an intron, is associated with several cancer types, including multiple myeloma (MM). ACA11 and MMSET are overexpressed cotranscriptionally as a result of the t(4;14) chromosomal translocation in a subset of patients with MM. RNA sequencing of CD138+ tumor cells from t(4;14)-positive and -negative MM patient bone marrow samples revealed an enhanced oxidative phosphorylation mRNA signature. Supporting these data, ACA11 overexpression in a t(4;14)-negative MM cell line, MM1.S, demonstrated enhanced reactive oxygen species (ROS) levels. In addition, an enhancement of cell proliferation, increased soft agar colony size, and elevated ERK1/2 phosphorylation were observed. This ACA11-driven hyperproliferative phenotype depended on increased ROS levels as exogenously added antioxidants attenuate the increased proliferation. A major transcriptional regulator of the cellular antioxidant response, nuclear factor (erythroid-derived 2)-like 2 (NRF2), shuttled to the nucleus, as expected, in response to ACA11-driven increases in ROS; however, transcriptional up-regulation of some of NRF2's antioxidant target genes was abrogated in the presence of ACA11 overexpression. These data show for the first time that ACA11 promotes proliferation through inhibition of NRF2 function resulting in sustained ROS levels driving cancer cell proliferation.-Mahajan, N., Wu, H.-J., Bennett, R. L., Troche, C., Licht, J. D., Weber, J. D., Maggi, L. B., Jr., Tomasson, M. H. Sabotaging of the oxidative stress response by an oncogenic noncoding RNA.
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Tang M, Zhao R, van de Velde H, Tross JG, Mitsiades C, Viselli S, Neuwirth R, Esseltine DL, Anderson K, Ghobrial IM, San Miguel JF, Richardson PG, Tomasson MH, Michor F. Myeloma Cell Dynamics in Response to Treatment Supports a Model of Hierarchical Differentiation and Clonal Evolution. Clin Cancer Res 2016; 22:4206-4214. [PMID: 27006493 DOI: 10.1158/1078-0432.ccr-15-2793] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Accepted: 03/06/2016] [Indexed: 01/19/2023]
Abstract
PURPOSE Since the pioneering work of Salmon and Durie, quantitative measures of tumor burden in multiple myeloma have been used to make clinical predictions and model tumor growth. However, such quantitative analyses have not yet been performed on large datasets from trials using modern chemotherapy regimens. EXPERIMENTAL DESIGN We analyzed a large set of tumor response data from three randomized controlled trials of bortezomib-based chemotherapy regimens (total sample size n = 1,469 patients) to establish and validate a novel mathematical model of multiple myeloma cell dynamics. RESULTS Treatment dynamics in newly diagnosed patients were most consistent with a model postulating two tumor cell subpopulations, "progenitor cells" and "differentiated cells." Differential treatment responses were observed with significant tumoricidal effects on differentiated cells and less clear effects on progenitor cells. We validated this model using a second trial of newly diagnosed patients and a third trial of refractory patients. When applying our model to data of relapsed patients, we found that a hybrid model incorporating both a differentiation hierarchy and clonal evolution best explains the response patterns. CONCLUSIONS The clinical data, together with mathematical modeling, suggest that bortezomib-based therapy exerts a selection pressure on myeloma cells that can shape the disease phenotype, thereby generating further inter-patient variability. This model may be a useful tool for improving our understanding of disease biology and the response to chemotherapy regimens. Clin Cancer Res; 22(16); 4206-14. ©2016 AACR.
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He Z, O'Neal J, Wilson WC, Mahajan N, Luo J, Wang Y, Su MY, Lu L, Skeath JB, Bhattacharya D, Tomasson MH. Deletion of Rb1 induces both hyperproliferation and cell death in murine germinal center B cells. Exp Hematol 2016; 44:161-5.e4. [PMID: 26607597 PMCID: PMC4789175 DOI: 10.1016/j.exphem.2015.11.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2014] [Revised: 09/21/2015] [Accepted: 11/07/2015] [Indexed: 12/18/2022]
Abstract
The retinoblastoma gene (RB1) has been implicated as a tumor suppressor in multiple myeloma (MM), yet its role remains unclear because in the majority of cases with 13q14 deletions, un-mutated RB1 remains expressed from the retained allele. To explore the role of Rb1 in MM, we examined the functional consequences of single- and double-copy Rb1 loss in germinal center B cells, the cells of origin of MM. We generated mice without Rb1 function in germinal center B cells by crossing Rb1(Flox/Flox) with C-γ-1-Cre (Cγ1) mice expressing the Cre recombinase in class-switched B cells in a p107(-/-) background to prevent p107 from compensating for Rb1 loss (Cγ1-Rb1(F/F)-p107(-/-)). All mice developed normally, but B cells with two copies of Rb1 deleted (Cγ1-Rb1(F/F)-p107(-/-)) exhibited increased proliferation and cell death compared with Cγ1-Rb1(+/+)-p107(-/-) controls ex vivo. In vivo, Cγ1-Rb1(F/F)-p107(-/-) mice had a lower percentage of splenic B220+ cells and reduced numbers of bone marrow antigen-specific secreting cells compared with control mice. Our data indicate that Rb1 loss induces both cell proliferation and death in germinal center B cells. Because no B-cell malignancies developed after 1 year of observation, our data also suggest that Rb1 loss is not sufficient to transform post-germinal center B cells and that additional, specific mutations are likely required to cooperate with Rb1 loss to induce malignant transformation.
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Soodgupta D, Zhou H, Beaino W, Lu L, Rettig M, Snee M, Skeath J, DiPersio JF, Akers WJ, Laforest R, Anderson CJ, Tomasson MH, Shokeen M. Ex Vivo and In Vivo Evaluation of Overexpressed VLA-4 in Multiple Myeloma Using LLP2A Imaging Agents. J Nucl Med 2016; 57:640-5. [PMID: 26742713 DOI: 10.2967/jnumed.115.164624] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2015] [Accepted: 11/25/2015] [Indexed: 01/14/2023] Open
Abstract
UNLABELLED Very-late-antigen-4 (VLA-4, α4β1 integrin, CD49d/CD29) is a transmembrane adhesion receptor that plays an important role in cancer and immune responses. Enhanced VLA-4 expression has been observed in multiple myeloma (MM) cells and surrounding stroma. VLA-4 conformational activation has been associated with MM pathogenesis. VLA-4 is a promising MM imaging and therapeutic biomarker. METHODS Specificity of (64)Cu-LLP2A ((64)Cu-CB-TE1A1P-PEG4-LLP2A), a high-affinity VLA-4 peptidomimetic-based radiopharmaceutical, was evaluated in α4 knock-out mice and by competitive blocking in wild-type tumor-bearing mice. (64)Cu-LLP2A PET/CT (static and dynamic) imaging was conducted in C57BL6/KaLwRij mice bearing murine 5TGM1-GFP syngeneic tumors generated after intravenous injection via the tail. Blood samples were collected for serum protein electrophoresis. Bone marrow and splenic cells extracted from tumor-bearing and control mice (n= 3/group) were coincubated with the optical analog LLP2A-Cy5 and mouse B220, CD4, Gr1, and Mac1 antibodies and analyzed by fluorescence-activated cell sorting. Human radiation dose estimates for (64)Cu-LLP2A were extrapolated from mouse biodistribution data (6 time points, 0.78 MBq/animal, n= 4/group). Ten formalin-fixed paraffin-embedded bone marrow samples from deceased MM patients were stained with LLP2A-Cy5. RESULTS (64)Cu-LLP2A and LLP2A-Cy5 demonstrated high specificity for VLA-4-positive mouse 5TGM1-GFP myeloma and nonmalignant inflammatory host cells such as T cells and myeloid/monocytic cells. Ex vivo flow cytometric analysis supported a direct effect of myeloma on increased VLA-4 expression in host hematopoietic microenvironmental elements. SUVs and the number of medullar lesions detected by (64)Cu-LLP2A PET corresponded with increased monoclonal (M) protein (g/dL) in tumor-bearing mice over time (3.29 ± 0.58 at week 0 and 9.97 ± 1.52 at week 3). Dynamic PET with (64)Cu-LLP2A and (18)F-FDG demonstrated comparable SUV in the prominent lesions in the femur. Human radiation dose estimates indicated urinary bladder wall as the dose-limiting organ (0.200 mGy/MBq), whereas the dose to the red marrow was 0.006 mGy/MBq. The effective dose was estimated to be 0.017 mSv/MBq. Seven of the ten human samples displayed a high proportion of cells intensely labeled with LLP2A-Cy5 probe. CONCLUSION (64)Cu-LLP2A and LLP2A-Cy5 demonstrated binding specificity for VLA-4 in an immune-competent murine MM model. (64)Cu-LLP2A displayed favorable dosimetry for human studies and is a potential imaging candidate for overexpressed VLA-4.
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Gupta DS, Pan D, Hu G, Senpan A, Yang X, Prochownik EV, Lanza GM, Tomasson MH. Abstract B46: VLA-4 targeted nanoparticles carrying a novel anti-Myc prodrug prolongs survival in a mouse model of multiple myeloma. Clin Cancer Res 2015. [DOI: 10.1158/1557-3265.hemmal14-b46] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The MYC oncoprotein drives multiple myeloma (MM) pathogenesis, but the utility of small molecule inhibitors of MYC-MAX dimerization is limited by poor efficacy. We determined the efficacy of lipase labile MYC-MAX inhibitor prodrug (MI1-PD) loaded nanoparticles targeted via integrin {alpha 4 beta1 α4β1) or Very Late Antigen-1 (VLA-4)} in myeloma mice. We hypothesized that NPs containing specific targeting to myeloma cells, would enhance the therapeutic efficacy of MI1-PD containing NPs. The antiproliferative activity of intergin VLA-4-Targeted MI-1PD NPs (iTM-NPs) was determined in mouse cell line (5TGM1) in vitro and its effect on the survival in C57Bl/KaLwRij-5TGM1 murine model of myeloma in vivo. iTM-NPs (approximately 20 nm in diameter, 5% w/w MI1-PD loading) under in vitro conditions exhibited inhibition of cell growth compared to the controls. Also, C57Bl/KaLwRij-5TGM1 mice that received intravenous injection of iTM-NPs demonstrated greater survival rate over the controls. These results demonstrate the feasibility of using VLA-4 targeted nanotherapy approach to improve the availability of anti-Myc small molecule inhibitors for multiple myeloma and other cancers.
Citation Format: Deepti Sood Gupta, Dipanjan Pan, Grace Hu, Anagana Senpan, Xiaoxiao Yang, Edward V. Prochownik, Gregory M. Lanza, Michael H. Tomasson. VLA-4 targeted nanoparticles carrying a novel anti-Myc prodrug prolongs survival in a mouse model of multiple myeloma. [abstract]. In: Proceedings of the AACR Special Conference on Hematologic Malignancies: Translating Discoveries to Novel Therapies; Sep 20-23, 2014; Philadelphia, PA. Philadelphia (PA): AACR; Clin Cancer Res 2015;21(17 Suppl):Abstract nr B46.
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Pan D, Pham CTN, Weilbaecher KN, Tomasson MH, Wickline SA, Lanza GM. Contact-facilitated drug delivery with Sn2 lipase labile prodrugs optimize targeted lipid nanoparticle drug delivery. WILEY INTERDISCIPLINARY REVIEWS-NANOMEDICINE AND NANOBIOTECHNOLOGY 2015; 8:85-106. [PMID: 26296541 PMCID: PMC4709477 DOI: 10.1002/wnan.1355] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/03/2015] [Accepted: 05/18/2015] [Indexed: 01/10/2023]
Abstract
Sn2 lipase labile phospholipid prodrugs in conjunction with contact-facilitated drug delivery offer an important advancement in Nanomedicine. Many drugs incorporated into nanosystems, targeted or not, are substantially lost during circulation to the target. However, favorably altering the pharmacokinetics and volume of distribution of systemic drug delivery can offer greater efficacy with lower toxicity, leading to new prolonged-release nanoexcipients. However, the concept of achieving Paul Erhlich's inspired vision of a 'magic bullet' to treat disease has been largely unrealized due to unstable nanomedicines, nanosystems achieving low drug delivery to target cells, poor intracellular bioavailability of endocytosed nanoparticle payloads, and the substantial biological barriers of extravascular particle penetration into pathological sites. As shown here, Sn2 phospholipid prodrugs in conjunction with contact-facilitated drug delivery prevent premature drug diffusional loss during circulation and increase target cell bioavailability. The Sn2 phospholipid prodrug approach applies equally well for vascular constrained lipid-encapsulated particles and micelles the size of proteins that penetrate through naturally fenestrated endothelium in the bone marrow or thin-walled venules of an inflamed microcirculation. At one time Nanomedicine was considered a 'Grail Quest' by its loyal opposition and even many in the field adsorbing the pains of a long-learning curve about human biology and particles. However, Nanomedicine with innovations like Sn2 phospholipid prodrugs has finally made 'made the turn' toward meaningful translational success.
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Mahajan N, Maggi LB, Tomasson MH, Weber JD. Abstract LB-298: The multiple-myeloma associated snoRNA, ACA11 increases oxidative stress and cell proliferation. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-lb-298] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Multiple myeloma (MM) is an incurable malignancy of antibody secreting plasma B cells. The t(4;14) translocation is detected in 20% of MM and is associated with shortened patient survival. Although the t(4;14) is known to up regulate the MMSET proteins, its role in MM remains unclear. Previously, we identified a novel orphan box H/ACA class small nucleolar RNA (snoRNA), that is located within intron 19 of MMSET, and is expressed in MM cells harboring the t(4;14) translocation. H/ACA small RNAs are an evolutionarily conserved class of abundant noncoding RNAs (ncRNA) involved in a diverse range of processes including posttranslational modifications of functional RNAs, preribosomal RNA processing, and telomere maintenance, yet their contribution to human disease remains largely unexplored. In this study, t(4:14) positive and negative MM patient tumor cells were analyzed by RNA sequencing. This revealed a unique signature of up regulated genes involved in mitochondrial respiration and oxidative stress. Our hypothesis is ACA11 plays critical role in MM cell proliferation and cell transformation by increasing oxidative stress. We found that acute ACA11 overexpression leads to the increased oxidative stress in primary splenic B-cells, established myeloma cell lines, as well as embryonic fibroblasts. In particular, cells overexpressing ACA11 showed enhanced proliferation, significantly larger colony sizes in soft agar assays, and elevated ERK1/2 phosphorylation, a downstream consequence of oxidative stress. In addition, we found that the transcription factor nuclear factor erythroid-derived 2-related factor 2 (Nrf2), which regulates anti-oxidant signaling, dissociated from Keap1 and translocated to the nucleus, but failed to activate anti-oxidant downstream targets in ACA11 overexpressing cells. Furthermore, ACA11 up regulated TXNIP, which encodes an inhibitor of ROS scavenger thioredoxin. In conclusion, we propose that acute overexpression of ACA11 up regulates TXNIP and suppresses the ability of Nrf2 to induce target anti-oxidants genes, resulting in increased oxidative stress and cell proliferation. These changes may be critical events in the development and/or progression of multiple myeloma.
Citation Format: Nitin Mahajan, Leonard B. Maggi, Michael H. Tomasson, Jason D. Weber. The multiple-myeloma associated snoRNA, ACA11 increases oxidative stress and cell proliferation. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr LB-298. doi:10.1158/1538-7445.AM2015-LB-298
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Rand KA, Song C, Dean E, Serie D, Curtin K, Hazelett D, Hwang AE, Sheng X, Stram A, Van Den Berg DJ, Huff CA, Bernal-Mizrachi L, Tomasson MH, Ailawadhi S, De Roos A, Singhal S, Pawlish K, Peters E, Bock C, Conti DV, Colditz G, Zimmerman T, Huntsman S, Graff J, Chanock SJ, Lieber M, Mehta J, Klein EA, Janakiraman N, Severson RK, Brooks-Wilson AR, Rajkumar V, Brown EE, Kolonel L, Slager S, Henderson BE, Giles GG, Spinelli JJ, Chiu B, Anderson KC, Zonder J, Orlowski RZ, Lonial S, Camp N, Vachon C, Ziv E, Stram DO, Haiman CA, Cozen W. Abstract 4629: Multiple myeloma susceptibility loci examined in African and European ancestry populations. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-4629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Genome-wide association studies (GWAS) of multiple myeloma (MM) in Northern Europeans have identified seven novel risk loci (2p23.3, 3p22.1, 3q26.2, 6p21.33, 7p15.3, 17p11.2, 22q13.1). We performed a multiethnic meta-analysis of these regions in 1,274 MM patients and 1,486 controls of European ancestry (EA) and 1,049 MM patients and 7,080 controls of African ancestry (AA), leveraging the differential linkage-disequilibrium of these populations in order to better localize the putative functional variants. We observed directionally consistent effects for all seven index SNPs in both populations, with four significantly associated (p<0.05) with risk in EAs (3p22.1, 7p15.3, 17p11.2, 22q13.1), and two significantly associated with risk in AAs (7p15.3 and 22q13.1). In a fixed effects meta-analysis of six regions (excluding the HLA region on chromosome 6), variation in five of the regions (2p33.3, 3p22.1, 7p15.3, 17p11.2, 22q13.1) had statistically significant associations with risk (Table 1). In one region, the index variant had the strongest association [rs4487645 at 7p15.3, (OR = 1.30, p = 8.7×10−8)]. Five of the six most significantly associated variants identified in the multiethnic analyses overlapped with biologically relevant features indicating regulatory activity based on CD20+ (B lymphocyte) cells, showing evidence of potential function; those included a missense variant in (17p11.2, rs34562254, Pro251Leu) in TNFRSF13B, which encodes a lymphocyte-specific protein in the tumor necrosis factor receptor family that interacts with the NF-kb pathway. Our study shows that these regions are important in MM risk across ethnicities and further supports the use of multiple ethnic groups in genetic studies to enhance identification of risk variants.
Table 1.Most significant associations for each region in the multiethnic meta-analysis.Individuals of European AncestryIndividuals of African AncestryMulitethnic Metar2 with IndexcCHRSNPRAaFreqbORP-valueFreqbORP-valueORP-valueP-het2rs732075G0.591.222.0×10−30.621.122.0×10−21.162.6×10−40.280.09/0.283rs73069394A0.191.243.0×10−30.621.181.5×10−21.201.3×10−50.550.77/0.963rs12637184G0.761.136.0×10−20.921.192.7×10−11.151.0×10−20.640.94/1.007rs4487645C0.671.237.0×10−40.891.485.5×10−51.308.7×10−80.07-d17rs34562254A0.121.452.4×10−50.131.212.2×10−31.312.5×10−60.120.33/0.9022rs139400T0.491.224.0×10−40.531.172.1×10−31.191.2×10−60.630.63/0.96aRisk allelebFrequency of the risk allele in European and African ancestry studiescr2 metrics based on 1000 Genomes Project AFR/EUR populationsdIndex SNP
Citation Format: Kristin A. Rand, Chi Song, Eric Dean, Daniel Serie, Karen Curtin, Dennis Hazelett, Amie E. Hwang, Xin Sheng, Alex Stram, David J. Van Den Berg, Carol Ann Huff, Leon Bernal-Mizrachi, Michael H. Tomasson, Sikander Ailawadhi, Anneclaire De Roos, Seema Singhal, Karen Pawlish, Edward Peters, Catherine Bock, David V. Conti, Graham Colditz, Todd Zimmerman, Scott Huntsman, John Graff, African Ancestry Prostate Cancer GWAS Consortium,African Ancestry Breast Cancer GWAS Consortium, Stephen J. Chanock, Michael Lieber, Jayesh Mehta, Eric A. Klein, Nalini Janakiraman, Richard K. Severson, Angela R. Brooks-Wilson, Vincent Rajkumar, Elizabeth E. Brown, Laurence Kolonel, Susan Slager, Brian E. Henderson, Graham G. Giles, John J. Spinelli, Brian Chiu, Kenneth C. Anderson, Jeffrey Zonder, Robert Z. Orlowski, Sagar Lonial, Nicola Camp, Celine Vachon, Elad Ziv, Dan O. Stram, Christopher A. Haiman, Wendy Cozen. Multiple myeloma susceptibility loci examined in African and European ancestry populations. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 4629. doi:10.1158/1538-7445.AM2015-4629
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Amend SR, Wilson WC, Chu L, Lu L, Liu P, Serie D, Su X, Xu Y, Wang D, Gramolini A, Wen XY, O’Neal J, Hurchla M, Vachon CM, Colditz G, Vij R, Weilbaecher KN, Tomasson MH. Whole Genome Sequence of Multiple Myeloma-Prone C57BL/KaLwRij Mouse Strain Suggests the Origin of Disease Involves Multiple Cell Types. PLoS One 2015; 10:e0127828. [PMID: 26020268 PMCID: PMC4447437 DOI: 10.1371/journal.pone.0127828] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2015] [Accepted: 03/10/2015] [Indexed: 01/06/2023] Open
Abstract
Monoclonal gammopathy of undetermined significance (MGUS) is the requisite precursor to multiple myeloma (MM), a malignancy of antibody-producing plasma B-cells. The genetic basis of MGUS and its progression to MM remains poorly understood. C57BL/KaLwRij (KaLwRij) is a spontaneously-derived inbred mouse strain with a high frequency of benign idiopathic paraproteinemia (BIP), a phenotype with similarities to MGUS including progression to MM. Using mouse haplotype analysis, human MM SNP array data, and whole exome and whole genome sequencing of KaLwRij mice, we identified novel KaLwRij gene variants, including deletion of Samsn1 and deleterious point mutations in Tnfrsf22 and Tnfrsf23. These variants significantly affected multiple cell types implicated in MM pathogenesis including B-cells, macrophages, and bone marrow stromal cells. These data demonstrate that multiple cell types contribute to MM development prior to the acquisition of somatic driver mutations in KaLwRij mice, and suggest that MM may an inherently non-cell autonomous malignancy.
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Soodgupta D, Pan D, Cui G, Senpan A, Yang X, Lu L, Weilbaecher KN, Prochownik EV, Lanza GM, Tomasson MH. Small Molecule MYC Inhibitor Conjugated to Integrin-Targeted Nanoparticles Extends Survival in a Mouse Model of Disseminated Multiple Myeloma. Mol Cancer Ther 2015; 14:1286-1294. [PMID: 25824336 DOI: 10.1158/1535-7163.mct-14-0774-t] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Accepted: 03/23/2015] [Indexed: 02/06/2023]
Abstract
UNLABELLED Multiple myeloma pathogenesis is driven by the MYC oncoprotein, its dimerization with MAX, and the binding of this heterodimer to E-Boxes in the vicinity of target genes. The systemic utility of potent small molecule inhibitors of MYC-MAX dimerization was limited by poor bioavailability, rapid metabolism, and inadequate target site penetration. We hypothesized that new lipid-based MYC-MAX dimerization inhibitor prodrugs delivered via integrin-targeted nanoparticles (NP) would overcome prior shortcomings of MYC inhibitor approaches and prolong survival in a mouse model of cancer. An Sn 2 lipase-labile prodrug inhibitor of MYC-MAX dimerization (MI1-PD) was developed which decreased cell proliferation and induced apoptosis in cultured multiple myeloma cell lines alone (P < 0.05) and when incorporated into integrin-targeted lipid-encapsulated NPs (P < 0.05). Binding and efficacy of NPs closely correlated with integrin expression of the target multiple myeloma cells. Using a KaLwRij metastatic multiple myeloma mouse model, VLA-4-targeted NPs (20 nm and 200 nm) incorporating MI1-PD (D) NPs conferred significant survival benefits compared with respective NP controls, targeted (T) no-drug (ND), and untargeted (NT) control NPs (T/D 200: 46 days vs. NT/ND 28 days, P < 0.05 and T/D 20: 52 days vs. NT/ND 29 days, P = 0.001). The smaller particles performed better of the two sizes. Neither MI1 nor MI1-PD provided survival benefit when administered systemically as free compounds. These results demonstrate for the first time that a small molecule inhibitor of the MYC transcription factor can be an effective anticancer agent when delivered using a targeted nanotherapy approach.
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Fiala MA, Finney JD, Stockerl-Goldstein KE, Tomasson MH, DiPersio JF, Vij R, Wildes TM. Re: Disparities in Utilization of Autologous Hematopoietic Cell Transplantation for Treatment of Multiple Myeloma. Biol Blood Marrow Transplant 2015; 21:1153-4. [PMID: 25771403 DOI: 10.1016/j.bbmt.2015.03.005] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Accepted: 03/06/2015] [Indexed: 10/23/2022]
Abstract
Costa et al. recently reported that racial disparities prevented nearly 40% of non-Hispanic blacks with multiple myeloma (MM) from undergoing stem cell transplantation (SCT), but the authors were unable to provide an explanation for the disparities because of limitations of their datasets. They hypothesized that socioeconomic status (SES) and/or insurance providers might account for the disparity. To examine the issue raised by Costa et al., we performed a secondary analysis using hierarchical multivariate logistic regression with data previously collected to determine if age at diagnosis, sex, SES, primary insurance provider at diagnosis, and comorbidity score help explain the racial disparities in SCT utilization. A model of race, age, sex, SES, insurance provider, and comorbidity score was the most accurate model in predicting stem cell utilization status (χ(2)[12] = 193.859; P < .001; area under the curve = .837; P < .001). After controlling for the covariates, black patients were less likely to undergo SCT than white patients (adjusted odds ratio, .49; 95% confidence interval, .27 to .89; P = .013). In conclusion, we also observed racial disparities between black and white patients with MM in SCT utilization and these are not fully accounted for by the covariates age, sex, SES, insurance provider, and comorbidity score.
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Fiala MA, Finney JD, Liu J, Stockerl-Goldstein KE, Tomasson MH, Vij R, Wildes TM. Socioeconomic status is independently associated with overall survival in patients with multiple myeloma. Leuk Lymphoma 2015; 56:2643-9. [PMID: 25651424 DOI: 10.3109/10428194.2015.1011156] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Population-based studies suggest that black patients with multiple myeloma (MM) have a higher mortality rate than white patients. However, other studies suggest that this disparity is related to socioeconomic status (SES) rather than race. To provide clarity on this topic, we reviewed 562 patients diagnosed with MM at our institution. Patients with high SES had a median overall survival (OS) of 62.8 months (95% confidence interval [CI] 43.1-82.6 months), compared to 53.7 months (45.2-62.3 months) and 48.6 months (40.4-56.8 months) for middle and low SES, respectively (p = 0.015). After controlling for race, age, year of diagnosis, severity of comorbidities, stem cell transplant utilization and insurance provider, patients with low SES had a 54% increase in mortality rate relative to patients with high SES. To support our findings, we performed a similar analysis of 45,505 patients with MM from the Surveillance, Epidemiology and End Results-18 (SEER) database. Low SES is independently associated with poorer OS in MM.
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Pan D, Kim B, Hu G, Gupta DS, Senpan A, Yang X, Schmieder A, Swain C, Wickline SA, Tomasson MH, Lanza GM. A strategy for combating melanoma with oncogenic c-Myc inhibitors and targeted nanotherapy. Nanomedicine (Lond) 2015; 10:241-51. [PMID: 25600969 PMCID: PMC4665613 DOI: 10.2217/nnm.14.101] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIMS The activity of the transcription factor c-Myc is dependent upon heterodimerization with Max to control target gene transcription. Small-molecule inhibitors of c-Myc-Max have exhibited low potency and poor water solubility and are therefore unsuitable for in vivo application. We hypothesized that a nanomedicine approach incorporating a cryptic c-Myc inhibitor prodrug could be delivered and enzymatically released in order to effectively inhibit melanoma. MATERIALS & METHODS An Sn-2 lipase-labile Myc inhibitor prodrug was synthesized and included in two αvβ3-targeted nanoparticle platforms (20 and 200 nm). The inherent antiproliferate potency was compared with the lipid-free compound using human and mouse melanoma cell lines. RESULTS & CONCLUSION These data demonstrate for the first time a successful nanodelivery of c-Myc inhibitors and their potential use to prevent melanoma.
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Soodgupta D, Pan D, Cui G, Senpan A, Yang X, Wickline SA, Prochownik EV, Weilbaecher KN, Tomasson MH, Lanza GM. Abstract 5381: VLA-4 targeted nanoparticles deliver a cMYC-MAX prodrug antagonist extends survival a metastatic myeloma mouse model. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-5381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: While it is well known that MYC oncoprotein drives multiple myeloma (MM) pathogenesis, the development of several small-molecule inhibitors of the c-MYC/MAX interaction has been limited by rapid systemic metabolism, poor bioavailability and the inability of the drug to reach inhibitory concentrations in the tumor.
Objective: The goal of this study was to develop and deliver an effective VLA-4-targeted Sn 2 lipase-labile Myc-inhibitor nanotherapy.
Experimental Methods: A novel Sn 2 phosphatidylcholine-cMyc-Max antagonist prodrug (M1-PD) was designed, synthesized, characterized and evaluated in vitro and in vivo. In vitro, titrated free M1-PD was compared to free Myc-antagonist in human MM cell lines (H929 and U266) and mouse MM (5TGM1). M1-PD was incorporated into two lipid-based nanoparticle genera (<20nm and ∼200nm) that were functionalized for MM targeting using a peptidomimetic VLA-4-lipid ligand. The nanoparticles were physico-chemically characterized and evaluated for their relative pharmacokinetics in vivo. Effectiveness of the two VLA-4-targeted M1-PD nanotherapies were evaluated in MM cell cultures, correlated with VLA-4 expression levels, and then studied in C57BL/KaLwRij mice with metastatic 5TGM1.
Results: Bioactivity of free M1-PD was several orders magnitude more potent that the free cMyc antagonist in cell culture. Binding and efficacy of M1-PD nanoparticles correlated with integrin expression in target cells. VLA-4-M1-PD nanoparticles (<20nm and ∼200nm) equivalently inhibited MM cell growth in vitro compared to controls. In C57BL/KaLwRij mice with metastatic 5TGM1, VLA-4-MI1-PD 20nm micelles conferred significant survival benefit (T/D) over the 20nm targeted no drug (T/ND) or untreated controls (NT/ND) (52 days vs. 29 days, p=0.001) and versus the 200nm VLA-4-MI1-PD nanocolloid and its controls.
Conclusion: These finding support the feasibility of a new VLA-4-directed nanotherapy to deliver lipase-labile cMyc prodrug to disrupt MYC-MAX dimerization and improve MM survival.
Citation Format: Deepti Soodgupta, Dipanjan Pan, Grace Cui, Angana Senpan, Xiaoxia Yang, Samuel A. Wickline, Edward V. Prochownik, Katherine N. Weilbaecher, Michael H. Tomasson, Gregory M. Lanza. VLA-4 targeted nanoparticles deliver a cMYC-MAX prodrug antagonist extends survival a metastatic myeloma mouse model. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 5381. doi:10.1158/1538-7445.AM2014-5381
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Miller CA, White BS, Dees ND, Griffith M, Welch JS, Griffith OL, Vij R, Tomasson MH, Graubert TA, Walter MJ, Ellis MJ, Schierding W, DiPersio JF, Ley TJ, Mardis ER, Wilson RK, Ding L. SciClone: inferring clonal architecture and tracking the spatial and temporal patterns of tumor evolution. PLoS Comput Biol 2014; 10:e1003665. [PMID: 25102416 PMCID: PMC4125065 DOI: 10.1371/journal.pcbi.1003665] [Citation(s) in RCA: 311] [Impact Index Per Article: 31.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2013] [Accepted: 04/28/2014] [Indexed: 01/06/2023] Open
Abstract
The sensitivity of massively-parallel sequencing has confirmed that most cancers are oligoclonal, with subpopulations of neoplastic cells harboring distinct mutations. A fine resolution view of this clonal architecture provides insight into tumor heterogeneity, evolution, and treatment response, all of which may have clinical implications. Single tumor analysis already contributes to understanding these phenomena. However, cryptic subclones are frequently revealed by additional patient samples (e.g., collected at relapse or following treatment), indicating that accurately characterizing a tumor requires analyzing multiple samples from the same patient. To address this need, we present SciClone, a computational method that identifies the number and genetic composition of subclones by analyzing the variant allele frequencies of somatic mutations. We use it to detect subclones in acute myeloid leukemia and breast cancer samples that, though present at disease onset, are not evident from a single primary tumor sample. By doing so, we can track tumor evolution and identify the spatial origins of cells resisting therapy.
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Fiala MA, Finney JD, Liu J, Stockerl-Goldstein K, Tomasson MH, Vij R, Wildes TM. The impact of race and socioeconomic status on survival in multiple myeloma. J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.e17554] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Beason TS, Chang SH, Sanfilippo KM, Luo S, Colditz GA, Vij R, Tomasson MH, Dipersio JF, Stockerl-Goldstein K, Ganti A, Wildes T, Carson KR. Influence of body mass index on survival in veterans with multiple myeloma. Oncologist 2013; 18:1074-9. [PMID: 24048366 DOI: 10.1634/theoncologist.2013-0015] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
PURPOSE We investigated the association between body mass index (BMI) at the time of multiple myeloma (MM) diagnosis and overall survival in a cohort of patients within the Veterans Health Administration system. We also evaluated the association between weight loss in the year prior to diagnosis and survival. PATIENTS AND METHODS Prospective analysis was performed on a retrospectively assembled cohort of 2,968 U.S. veterans diagnosed and treated for MM between September 1, 1999, and September 30, 2009, with follow-up information through October 22, 2011. Cox modeling controlling for patient- and disease-related prognostic variables was used to analyze the data. RESULTS Underweight patients (BMI <18.5 kg/m2) had increased mortality, whereas patients who were overweight (BMI 25-29.9 kg/m2) and obese (BMI ≥30 kg/m2) had lower mortality compared with healthy-weight patients (BMI 18.5-24.9 kg/m2). Weight loss ≥10% of baseline in the year before diagnosis was also associated with increased mortality and made the association between increased BMI and survival nonsignificant. CONCLUSION Disease-related weight loss may be an important and heretofore unknown indicator of poor prognosis in MM. Assessment of weight loss prior to MM diagnosis should become a standard component of the clinical history in patients with newly diagnosed MM. Further research may identify relationships between disease-related weight loss and currently used prognostic factors in MM, further defining the role of this clinical factor in prognostic stratification.
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Wang TF, Ahluwalia R, Fiala MA, Trinkaus KM, Cox DP, Jaenicke M, Moliske CC, Carson KR, Wildes TM, Tomasson MH, Stockerl-Goldstein KE, Vij R. The characteristics and outcomes of patients with multiple myeloma dual refractory or intolerant to bortezomib and lenalidomide in the era of carfilzomib and pomalidomide. Leuk Lymphoma 2013; 55:337-41. [PMID: 23662990 DOI: 10.3109/10428194.2013.803547] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Patients with multiple myeloma who are refractory or intolerant to both bortezomib and lenalidomide have a poor prognosis. Next-generation therapies carfilzomib and pomalidomide have shown promising activity in this dual refractory population. Here we describe the clinical characteristics and ascertain the effects of carfilzomib and pomalidomide on survival in this patient cohort. We retrospectively reviewed the records of 65 patients with dual refractory/intolerant myeloma diagnosed between January 2007 and May 2012 at a single institution. The median overall survival (OS) from the time patients became dual refractory/intolerant was 10.2 months. Patients who received carfilzomib or pomalidomide after they became dual refractory/intolerant had a better OS compared to those who did not (12.6 vs. 6.8 months, p = 0.03 by Wilcoxon test). Prospective randomized control trials are needed for confirmation.
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Ley TJ, Miller C, Ding L, Raphael BJ, Mungall AJ, Robertson AG, Hoadley K, Triche TJ, Laird PW, Baty JD, Fulton LL, Fulton R, Heath SE, Kalicki-Veizer J, Kandoth C, Klco JM, Koboldt DC, Kanchi KL, Kulkarni S, Lamprecht TL, Larson DE, Lin L, Lu C, McLellan MD, McMichael JF, Payton J, Schmidt H, Spencer DH, Tomasson MH, Wallis JW, Wartman LD, Watson MA, Welch J, Wendl MC, Ally A, Balasundaram M, Birol I, Butterfield Y, Chiu R, Chu A, Chuah E, Chun HJ, Corbett R, Dhalla N, Guin R, He A, Hirst C, Hirst M, Holt RA, Jones S, Karsan A, Lee D, Li HI, Marra MA, Mayo M, Moore RA, Mungall K, Parker J, Pleasance E, Plettner P, Schein J, Stoll D, Swanson L, Tam A, Thiessen N, Varhol R, Wye N, Zhao Y, Gabriel S, Getz G, Sougnez C, Zou L, Leiserson MDM, Vandin F, Wu HT, Applebaum F, Baylin SB, Akbani R, Broom BM, Chen K, Motter TC, Nguyen K, Weinstein JN, Zhang N, Ferguson ML, Adams C, Black A, Bowen J, Gastier-Foster J, Grossman T, Lichtenberg T, Wise L, Davidsen T, Demchok JA, Shaw KRM, Sheth M, Sofia HJ, Yang L, Downing JR, Eley G. Genomic and epigenomic landscapes of adult de novo acute myeloid leukemia. N Engl J Med 2013; 368:2059-74. [PMID: 23634996 PMCID: PMC3767041 DOI: 10.1056/nejmoa1301689] [Citation(s) in RCA: 3616] [Impact Index Per Article: 328.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
BACKGROUND Many mutations that contribute to the pathogenesis of acute myeloid leukemia (AML) are undefined. The relationships between patterns of mutations and epigenetic phenotypes are not yet clear. METHODS We analyzed the genomes of 200 clinically annotated adult cases of de novo AML, using either whole-genome sequencing (50 cases) or whole-exome sequencing (150 cases), along with RNA and microRNA sequencing and DNA-methylation analysis. RESULTS AML genomes have fewer mutations than most other adult cancers, with an average of only 13 mutations found in genes. Of these, an average of 5 are in genes that are recurrently mutated in AML. A total of 23 genes were significantly mutated, and another 237 were mutated in two or more samples. Nearly all samples had at least 1 nonsynonymous mutation in one of nine categories of genes that are almost certainly relevant for pathogenesis, including transcription-factor fusions (18% of cases), the gene encoding nucleophosmin (NPM1) (27%), tumor-suppressor genes (16%), DNA-methylation-related genes (44%), signaling genes (59%), chromatin-modifying genes (30%), myeloid transcription-factor genes (22%), cohesin-complex genes (13%), and spliceosome-complex genes (14%). Patterns of cooperation and mutual exclusivity suggested strong biologic relationships among several of the genes and categories. CONCLUSIONS We identified at least one potential driver mutation in nearly all AML samples and found that a complex interplay of genetic events contributes to AML pathogenesis in individual patients. The databases from this study are widely available to serve as a foundation for further investigations of AML pathogenesis, classification, and risk stratification. (Funded by the National Institutes of Health.).
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Dees ND, Miller CA, White BS, Schierding W, Vij R, Tomasson MH, Welch JS, Graubert TA, Walter MJ, Ley TJ, DiPersio JF, Mardis ER, Wilson RK, Ding L. Abstract LB-232: Tumor clonality detection using next generation sequencing data. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-lb-232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
A tumor's somatic variants, regardless of their significance in disease etiology, serve as genetic markers that capture the evolutionary history of clones and thus may be used for identifying them. We have previously identified steps along this evolutionary trajectory by discovering a broad range of variants, including exonic, intronic, and intergenic mutations, using whole genome sequencing (WGS) and by obtaining deep read counts of those variants using capture-based, targeted re-sequencing. Most of these variants, in most of the tumors analyzed, form clusters. This has revealed that most tumors are multi-clonal in composition with cellular sub-populations having distinct genomes harboring diverse somatic variants. Understanding the clonal diversity and composition of a tumor sample may have implications for clinical treatment, while the clonal evolution across tumor and relapse samples provides insight into disease progression.
Here we describe our approach for inferring clones using standard single nucleotide variant (SNV) and copy number alteration (CNA) data obtained from next-generation sequencing of a normal sample and one or more diseased (e.g., tumor or relapse) samples. Variants are clustered according to their deep-read-count-derived frequencies using a variational Bayesian approach to Beta mixture modeling, through which outliers and the number of clusters are identified automatically. The method's probabilistic interpretation provides a quantifiable measure of confidence in a resulting cluster, for example, through a standard error of the mean. We show that amplifications and deletions may induce artifactual clones, thus highlighting the importance of accounting for copy number events in interpreting SNV data for inferring clones. We demonstrate the performance of our approach using published acute myeloid leukemia tumor and relapse pairs as well as unpublished multiple myeloma WGS data sets. However, the approach is applicable to solid tumors as well and has been used to cluster six-dimensional variant data from a breast tumor and five relapses originating from the same patient.
Citation Format: Nathan D. Dees, Christopher A. Miller, Brian S. White, William Schierding, Ravi Vij, Michael H. Tomasson, John S. Welch, Timothy A. Graubert, Matthew J. Walter, Timothy J. Ley, John F. DiPersio, Elaine R. Mardis, Richard K. Wilson, Li Ding. Tumor clonality detection using next generation sequencing data. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr LB-232. doi:10.1158/1538-7445.AM2013-LB-232
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Soodgupta D, Hurchla MA, Jiang M, Zheleznyak A, Weilbaecher KN, Anderson CJ, Tomasson MH, Shokeen M. Very late antigen-4 (α(4)β(1) Integrin) targeted PET imaging of multiple myeloma. PLoS One 2013; 8:e55841. [PMID: 23409060 PMCID: PMC3568146 DOI: 10.1371/journal.pone.0055841] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2012] [Accepted: 01/02/2013] [Indexed: 02/04/2023] Open
Abstract
Biomedical imaging techniques such as skeletal survey and (18)F-fluorodeoxyglucose (FDG)/Positron Emission Tomography (PET) are frequently used to diagnose and stage multiple myeloma (MM) patients. However, skeletal survey has limited sensitivity as it can detect osteolytic lesions only after 30-50% cortical bone destruction, and FDG is a marker of cell metabolism that has limited sensitivity for intramedullary lesions in MM. Targeted, and non-invasive novel probes are needed to sensitively and selectively image the unique molecular signatures and cellular processes associated with MM. Very late antigen-4 (VLA-4; also called α(4)β(1) integrin) is over-expressed on MM cells, and is one of the key mediators of myeloma cell adhesion to the bone marrow (BM) that promotes MM cell trafficking and drug resistance. Here we describe a proof-of-principle, novel molecular imaging strategy for MM tumors using a VLA-4 targeted PET radiopharmaceutical, (64)Cu-CB-TE1A1P-LLP2A. Cell uptake studies in a VLA-4-positive murine MM cell line, 5TGM1, demonstrated receptor specific uptake (P<0.0001, block vs. non-block). Tissue biodistribution at 2 h of (64)Cu-CB-TE1A1P-LLP2A in 5TGM1 tumor bearing syngeneic KaLwRij mice demonstrated high radiotracer uptake in the tumor (12±4.5%ID/g), and in the VLA-4 rich organs, spleen (8.8±1.0%ID/g) and marrow (11.6±2.0%ID/g). Small animal PET/CT imaging with (64)Cu-CB-TE1A1P-LLP2A demonstrated high uptake in the 5TGM1 tumors (SUV 6.6±1.1). There was a 3-fold reduction in the in vivo tumor uptake in the presence of blocking agent (2.3±0.4). Additionally, (64)Cu-CB-TE1A1P-LLP2A demonstrated high binding to the human MM cell line RPMI-8226 that was significantly reduced in the presence of the cold targeting agent. These results provide pre-clinical evidence that VLA-4-targeted imaging using (64)Cu-CB-TE1A1P-LLP2A is a novel approach to imaging MM tumors.
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Hucthagowder V, Meyer R, Mullins C, Nagarajan R, DiPersio JF, Vij R, Tomasson MH, Kulkarni S. Resequencing analysis of the candidate tyrosine kinase and RAS pathway gene families in multiple myeloma. Cancer Genet 2012; 205:474-8. [PMID: 22939401 DOI: 10.1016/j.cancergen.2012.06.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2011] [Revised: 06/21/2012] [Accepted: 06/23/2012] [Indexed: 10/27/2022]
Abstract
Multiple myeloma (MM) is an incurable, B-cell malignancy characterized by the clonal proliferation and accumulation of malignant plasma cells in bone marrow. Despite recent advances in the understanding of genomic aberrations, a comprehensive catalogue of clinically actionable mutations in MM is just beginning to emerge. The tyrosine kinase (TK) and RAS oncogenes, which encode important regulators of various signaling pathways, are among the most frequently altered gene families in cancer. To clarify the role of TK and RAS genes in the pathogenesis of MM, we performed a systematic, targeted screening of mutations on prioritized RAS and TK genes, in CD138-sorted bone marrow specimens from 42 untreated patients. We identified a total of 24 mutations in the KRAS, PIK3CA, INSR, LTK, and MERTK genes. In particular, seven novel mutations in addition to known KRAS mutations were observed. Prediction analysis tools PolyPhen and Sorting Intolerant from Tolerant (SIFT) were used to assess the functional significance of these novel mutations. Our analysis predicted that these mutations may have a deleterious effect, resulting in the functional alteration of proteins involved in the pathogenesis of myeloma. While further investigation is needed to determine the functional consequences of these proteins, mutational testing of the RAS and TK genes in larger myeloma cohorts might also be useful to establish the recurrent nature of these mutations.
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Welch JS, Ley TJ, Link DC, Miller CA, Larson DE, Koboldt DC, Wartman LD, Lamprecht TL, Liu F, Xia J, Kandoth C, Fulton RS, McLellan MD, Dooling DJ, Wallis JW, Chen K, Harris CC, Schmidt HK, Kalicki-Veizer JM, Lu C, Zhang Q, Lin L, O'Laughlin MD, McMichael JF, Delehaunty KD, Fulton LA, Magrini VJ, McGrath SD, Demeter RT, Vickery TL, Hundal J, Cook LL, Swift GW, Reed JP, Alldredge PA, Wylie TN, Walker JR, Watson MA, Heath SE, Shannon WD, Varghese N, Nagarajan R, Payton JE, Baty JD, Kulkarni S, Klco JM, Tomasson MH, Westervelt P, Walter MJ, Graubert TA, DiPersio JF, Ding L, Mardis ER, Wilson RK. The origin and evolution of mutations in acute myeloid leukemia. Cell 2012; 150:264-78. [PMID: 22817890 DOI: 10.1016/j.cell.2012.06.023] [Citation(s) in RCA: 1192] [Impact Index Per Article: 99.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2011] [Revised: 04/27/2012] [Accepted: 06/24/2012] [Indexed: 10/28/2022]
Abstract
Most mutations in cancer genomes are thought to be acquired after the initiating event, which may cause genomic instability and drive clonal evolution. However, for acute myeloid leukemia (AML), normal karyotypes are common, and genomic instability is unusual. To better understand clonal evolution in AML, we sequenced the genomes of M3-AML samples with a known initiating event (PML-RARA) versus the genomes of normal karyotype M1-AML samples and the exomes of hematopoietic stem/progenitor cells (HSPCs) from healthy people. Collectively, the data suggest that most of the mutations found in AML genomes are actually random events that occurred in HSPCs before they acquired the initiating mutation; the mutational history of that cell is "captured" as the clone expands. In many cases, only one or two additional, cooperating mutations are needed to generate the malignant founding clone. Cells from the founding clone can acquire additional cooperating mutations, yielding subclones that can contribute to disease progression and/or relapse.
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Hurchla MA, Garcia-Gomez A, Hornick MC, Ocio EM, Li A, Blanco JF, Collins L, Kirk CJ, Piwnica-Worms D, Vij R, Tomasson MH, Pandiella A, San Miguel JF, Garayoa M, Weilbaecher KN. The epoxyketone-based proteasome inhibitors carfilzomib and orally bioavailable oprozomib have anti-resorptive and bone-anabolic activity in addition to anti-myeloma effects. Leukemia 2012; 27:430-40. [PMID: 22763387 DOI: 10.1038/leu.2012.183] [Citation(s) in RCA: 101] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Proteasome inhibitors (PIs), namely bortezomib, have become a cornerstone therapy for multiple myeloma (MM), potently reducing tumor burden and inhibiting pathologic bone destruction. In clinical trials, carfilzomib, a next generation epoxyketone-based irreversible PI, has exhibited potent anti-myeloma efficacy and decreased side effects compared with bortezomib. Carfilzomib and its orally bioavailable analog oprozomib, effectively decreased MM cell viability following continual or transient treatment mimicking in vivo pharmacokinetics. Interactions between myeloma cells and the bone marrow (BM) microenvironment augment the number and activity of bone-resorbing osteoclasts (OCs) while inhibiting bone-forming osteoblasts (OBs), resulting in increased tumor growth and osteolytic lesions. At clinically relevant concentrations, carfilzomib and oprozomib directly inhibited OC formation and bone resorption in vitro, while enhancing osteogenic differentiation and matrix mineralization. Accordingly, carfilzomib and oprozomib increased trabecular bone volume, decreased bone resorption and enhanced bone formation in non-tumor bearing mice. Finally, in mouse models of disseminated MM, the epoxyketone-based PIs decreased murine 5TGM1 and human RPMI-8226 tumor burden and prevented bone loss. These data demonstrate that, in addition to anti-myeloma properties, carfilzomib and oprozomib effectively shift the bone microenvironment from a catabolic to an anabolic state and, similar to bortezomib, may decrease skeletal complications of MM.
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Chu L, Su MY, Maggi LB, Lu L, Mullins C, Crosby S, Huang G, Chng WJ, Vij R, Tomasson MH. Multiple myeloma-associated chromosomal translocation activates orphan snoRNA ACA11 to suppress oxidative stress. J Clin Invest 2012; 122:2793-806. [PMID: 22751105 DOI: 10.1172/jci63051] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2012] [Accepted: 05/02/2012] [Indexed: 12/20/2022] Open
Abstract
The histone methyltransferase WHSC1 (also known as MMSET) is overexpressed in multiple myeloma (MM) as a result of the t(4;14) chromosomal translocation and in a broad variety of other cancers by unclear mechanisms. Overexpression of WHSC1 did not transform wild-type or tumor-prone primary hematopoietic cells. We found that ACA11, an orphan box H/ACA class small nucleolar RNA (snoRNA) encoded within an intron of WHSC1, was highly expressed in t(4;14)-positive MM and other cancers. ACA11 localized to nucleoli and bound what we believe to be a novel small nuclear ribonucleoprotein (snRNP) complex composed of several proteins involved in postsplicing intron complexes. RNA targets of this uncharacterized snRNP included snoRNA intermediates hosted within ribosomal protein (RP) genes, and an RP gene signature was strongly associated with t(4;14) in patients with MM. Expression of ACA11 was sufficient to downregulate RP genes and other snoRNAs implicated in the control of oxidative stress. ACA11 suppressed oxidative stress, afforded resistance to chemotherapy, and increased the proliferation of MM cells, demonstrating that ACA11 is a critical target of the t(4;14) translocation in MM and suggesting an oncogenic role in other cancers as well.
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