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Lipof JJ, Abdallah N, Lipe B. Personalized Treatment of Multiple Myeloma in Frail Patients. Curr Oncol Rep 2024; 26:744-753. [PMID: 38761302 DOI: 10.1007/s11912-024-01545-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/07/2024] [Indexed: 05/20/2024]
Abstract
PURPOSE OF REVIEW As the treatment landscape for multiple myeloma (MM) continues to expand at a rapid pace, management of older adults and frail patients becomes increasingly challenging. As these patients have traditionally been underrepresented on clinical trials, there is limited guidance on the optimal approach to frail patients with newly diagnosed multiple myeloma (NDMM) or relapsed and refractory multiple myeloma (RRMM). RECENT FINDINGS Frailty is an independent predictor of tolerability and response to antineoplastic treatment. Stringent eligibility criteria have often excluded these patients, but recently some large trials have included frailty sub-analyses to help guide management. In general, triplet regimens are preferred to doublet regimens in this population and enrollment on a clinical trial should be prioritized when possible. In this review, we summarize the MM frailty scoring tools that have been developed to identify and assess this vulnerable population. We present the clinical trials over the past decade that have enrolled frail patients and/or have included subgroup analyses to help elucidate the response and tolerability of different regimens in this underrepresented group. We provide practical advice regarding assessment and management of frail patients NDMM and RRMM.
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Affiliation(s)
- Jodi J Lipof
- Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Wilmot Cancer Institute, Rochester, NY, USA
| | - Nadine Abdallah
- Division of Hematology, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Brea Lipe
- Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Wilmot Cancer Institute, Rochester, NY, USA.
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2
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Hong T, Su W, Pan Y, Tian C, Lei G. Aging-related features predict prognosis and immunotherapy efficacy in hepatocellular carcinoma. Front Immunol 2022; 13:951459. [PMID: 36189258 PMCID: PMC9521435 DOI: 10.3389/fimmu.2022.951459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 08/03/2022] [Indexed: 11/13/2022] Open
Abstract
The aging microenvironment serves important roles in cancers. However, most studies focus on circumscribed hot spots such as immunity and metabolism. Thus, it is well ignored that the aging microenvironment contributes to the proliferation of tumor. Herein, we established three prognosis-distinctive aging microenvironment subtypes, including AME1, AME2, and AME3, based on aging-related genes and characterized them with "Immune Exclusion," "Immune Infiltration," and "Immune Intermediate" features separately. AME2-subtype tumors were characterized by specific activation of immune cells and were most likely to be sensitive to immunotherapy. AME1-subtype tumors were characterized by inhibition of immune cells with high proportion of Catenin Beta 1 (CTNNB1) mutation, which was more likely to be insensitive to immunotherapy. Furthermore, we found that CTNNB1 may inhibit the expression of C-C Motif Chemokine Ligand 19 (CCL19), thus restraining immune cells and attenuating the sensitivity to immunotherapy. Finally, we also established a robust aging prognostic model to predict the prognosis of patients with hepatocellular carcinoma. Overall, this research promotes a comprehensive understanding about the aging microenvironment and immunity in hepatocellular carcinoma and may provide potential therapeutic targets for immunotherapy.
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Affiliation(s)
- Ting Hong
- Department of Radiation Oncology, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
- Department of Gynecology Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Wei Su
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Yitong Pan
- Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences (CAS), Beijing, China
| | - Chenxi Tian
- Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences (CAS), Beijing, China
| | - Guang Lei
- Department of Radiation Oncology, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
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3
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Drapela S, Ilter D, Gomes AP. Metabolic reprogramming: a bridge between aging and tumorigenesis. Mol Oncol 2022; 16:3295-3318. [PMID: 35666002 PMCID: PMC9490145 DOI: 10.1002/1878-0261.13261] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 05/07/2022] [Accepted: 05/23/2022] [Indexed: 12/01/2022] Open
Abstract
Aging is the most robust risk factor for cancer development, with more than 60% of cancers occurring in those aged 60 and above. However, how aging and tumorigenesis are intertwined is poorly understood and a matter of significant debate. Metabolic changes are hallmarks of both aging and tumorigenesis. The deleterious consequences of aging include dysfunctional cellular processes, the build‐up of metabolic byproducts and waste molecules in circulation and within tissues, and stiffer connective tissues that impede blood flow and oxygenation. Collectively, these age‐driven changes lead to metabolic reprogramming in different cell types of a given tissue that significantly affects their cellular functions. Here, we put forward the idea that metabolic changes that happen during aging help create a favorable environment for tumorigenesis. We review parallels in metabolic changes that happen during aging and how these changes function both as adaptive mechanisms that enable the development of malignant phenotypes in a cell‐autonomous manner and as mechanisms that suppress immune surveillance, collectively creating the perfect environment for cancers to thrive. Hence, antiaging therapeutic strategies that target the metabolic reprogramming that occurs as we age might provide new opportunities to prevent cancer initiation and/or improve responses to standard‐of‐care anticancer therapies.
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Affiliation(s)
- Stanislav Drapela
- Department of Molecular Oncology, H. Lee Moffit Cancer Center & Research Institute, Tampa, FL, USA
| | - Didem Ilter
- Department of Molecular Oncology, H. Lee Moffit Cancer Center & Research Institute, Tampa, FL, USA
| | - Ana P Gomes
- Department of Molecular Oncology, H. Lee Moffit Cancer Center & Research Institute, Tampa, FL, USA
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4
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Shen W, He J, Hou T, Si J, Chen S. Common Pathogenetic Mechanisms Underlying Aging and Tumor and Means of Interventions. Aging Dis 2022; 13:1063-1091. [PMID: 35855334 PMCID: PMC9286910 DOI: 10.14336/ad.2021.1208] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 12/07/2021] [Indexed: 11/22/2022] Open
Abstract
Recently, there has been an increase in the incidence of malignant tumors among the older population. Moreover, there is an association between aging and cancer. During the process of senescence, the human body suffers from a series of imbalances, which have been shown to further accelerate aging, trigger tumorigenesis, and facilitate cancer progression. Therefore, exploring the junctions of aging and cancer and searching for novel methods to restore the junctions is of great importance to intervene against aging-related cancers. In this review, we have identified the underlying pathogenetic mechanisms of aging-related cancers by comparing alterations in the human body caused by aging and the factors that trigger cancers. We found that the common mechanisms of aging and cancer include cellular senescence, alterations in proteostasis, microbiota disorders (decreased probiotics and increased pernicious bacteria), persistent chronic inflammation, extensive immunosenescence, inordinate energy metabolism, altered material metabolism, endocrine disorders, altered genetic expression, and epigenetic modification. Furthermore, we have proposed that aging and cancer have common means of intervention, including novel uses of common medicine (metformin, resveratrol, and rapamycin), dietary restriction, and artificial microbiota intervention or selectively replenishing scarce metabolites. In addition, we have summarized the research progress of each intervention and revealed their bidirectional effects on cancer progression to compare their reliability and feasibility. Therefore, the study findings provide vital information for advanced research studies on age-related cancers. However, there is a need for further optimization of the described methods and more suitable methods for complicated clinical practices. In conclusion, targeting aging may have potential therapeutic effects on aging-related cancers.
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Affiliation(s)
- Weiyi Shen
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, Zhejiang, China.
- Institute of Gastroenterology, Zhejiang University, Hangzhou 310016, Zhejiang, China.
- Prevention and Treatment Research Center for Senescent Disease, Zhejiang University School of Medicine, Zhejiang, China
| | - Jiamin He
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, Zhejiang, China.
- Institute of Gastroenterology, Zhejiang University, Hangzhou 310016, Zhejiang, China.
- Prevention and Treatment Research Center for Senescent Disease, Zhejiang University School of Medicine, Zhejiang, China
| | - Tongyao Hou
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, Zhejiang, China.
- Institute of Gastroenterology, Zhejiang University, Hangzhou 310016, Zhejiang, China.
- Prevention and Treatment Research Center for Senescent Disease, Zhejiang University School of Medicine, Zhejiang, China
- Correspondence should be addressed to: Dr. Shujie Chen (), Dr. Jianmin Si () and Dr. Tongyao Hou (), Department of Gastroenterology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou 310016, Zhejiang, China
| | - Jianmin Si
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, Zhejiang, China.
- Institute of Gastroenterology, Zhejiang University, Hangzhou 310016, Zhejiang, China.
- Prevention and Treatment Research Center for Senescent Disease, Zhejiang University School of Medicine, Zhejiang, China
- Correspondence should be addressed to: Dr. Shujie Chen (), Dr. Jianmin Si () and Dr. Tongyao Hou (), Department of Gastroenterology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou 310016, Zhejiang, China
| | - Shujie Chen
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, Zhejiang, China.
- Institute of Gastroenterology, Zhejiang University, Hangzhou 310016, Zhejiang, China.
- Prevention and Treatment Research Center for Senescent Disease, Zhejiang University School of Medicine, Zhejiang, China
- Correspondence should be addressed to: Dr. Shujie Chen (), Dr. Jianmin Si () and Dr. Tongyao Hou (), Department of Gastroenterology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou 310016, Zhejiang, China
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5
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Gomes AP, Ilter D, Low V, Endress JE, Fernández-García J, Rosenzweig A, Schild T, Broekaert D, Ahmed A, Planque M, Elia I, Han J, Kinzig C, Mullarky E, Mutvei AP, Asara J, de Cabo R, Cantley LC, Dephoure N, Fendt SM, Blenis J. Age-induced accumulation of methylmalonic acid promotes tumour progression. Nature 2020; 585:283-287. [PMID: 32814897 PMCID: PMC7785256 DOI: 10.1038/s41586-020-2630-0] [Citation(s) in RCA: 111] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 07/10/2020] [Indexed: 12/21/2022]
Abstract
From age 65 onwards, the risk of cancer incidence and associated mortality is substantially higher1–6. Nonetheless, our understanding of the complex relationship between age and cancer is still in its infancy2,3,7,8. For decades, this link has largely been attributed to increased exposure time to mutagens in older individuals. However, this view does not account for the well-established role of diet, exercise and small molecules that target the pace of metabolic aging9–12. Here, we show that metabolic alterations that occur with age can render a systemic environment favorable to progression and aggressiveness of tumors. Specifically, we show that methylmalonic acid (MMA), a by-product of propionate metabolism, is significantly up-regulated in the serum of older people, and functions as a mediator of tumor progression. We traced this to MMA’s ability to induce SOX4 and consequently eliciting a transcriptional reprogramming that can endow cancer cells with aggressive properties. Thus, accumulation of MMA represents a novel link between aging and cancer progression, implicating MMA as a novel therapeutic target for advanced carcinomas.
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Affiliation(s)
- Ana P Gomes
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA. .,Department of Pharmacology, Weill Cornell Medicine, New York, NY, USA. .,Department of Molecular Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA.
| | - Didem Ilter
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,Department of Pharmacology, Weill Cornell Medicine, New York, NY, USA.,Department of Molecular Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Vivien Low
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,The Biochemistry, Structural, Developmental, Cell and Molecular Biology Allied PhD Program, Weill Cornell Medicine, New York, NY, USA
| | - Jennifer E Endress
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,The Biochemistry, Structural, Developmental, Cell and Molecular Biology Allied PhD Program, Weill Cornell Medicine, New York, NY, USA
| | - Juan Fernández-García
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Leuven, Belgium.,Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Adam Rosenzweig
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,Department of Pharmacology, Weill Cornell Medicine, New York, NY, USA
| | - Tanya Schild
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,The Biochemistry, Structural, Developmental, Cell and Molecular Biology Allied PhD Program, Weill Cornell Medicine, New York, NY, USA
| | - Dorien Broekaert
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Leuven, Belgium.,Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Adnan Ahmed
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,Department of Biochemistry, Weill Cornell Medicine, New York, NY, USA
| | - Melanie Planque
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Leuven, Belgium.,Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Ilaria Elia
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Leuven, Belgium.,Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Julie Han
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,Department of Pharmacology, Weill Cornell Medicine, New York, NY, USA
| | - Charles Kinzig
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,Weill Cornell Medicine/Rockefeller University/Sloan Kettering Tri-Institutional MD-PhD Program, New York, NY, USA
| | - Edouard Mullarky
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Anders P Mutvei
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,Department of Pharmacology, Weill Cornell Medicine, New York, NY, USA
| | - John Asara
- Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, USA
| | - Rafael de Cabo
- Laboratory of Experimental Gerontology, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Lewis C Cantley
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Noah Dephoure
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.,Department of Biochemistry, Weill Cornell Medicine, New York, NY, USA
| | - Sarah-Maria Fendt
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Leuven, Belgium.,Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - John Blenis
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA. .,Department of Pharmacology, Weill Cornell Medicine, New York, NY, USA. .,Department of Biochemistry, Weill Cornell Medicine, New York, NY, USA.
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6
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Berenson A, Vardanyan S, David M, Wang J, Harutyunyan NM, Gottlieb J, Halleluyan R, Spektor TM, Udd KA, Eshaghian S, Nassir Y, Eades B, Swift R, Berenson JR. Improved clinical outcomes for multiple myeloma patients treated at a single specialty clinic. Ann Hematol 2016; 96:441-448. [PMID: 27913860 DOI: 10.1007/s00277-016-2888-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Accepted: 11/27/2016] [Indexed: 10/20/2022]
Abstract
Despite recent advances made in its treatment, multiple myeloma (MM) remains an incurable B cell malignancy. Thus, the objective for treating these patients is to prolong overall survival (OS) and preserve patients' quality of life. We have analyzed data from 264 consecutive MM patients who had their initial visit between July 1, 2004 and December 1, 2014 and have received treatment in a single clinic specializing in MM. We determined their progression-free survival (PFS, OS, and 5-year OS). The PFS for frontline (n = 165 treatments), salvage (n = 980), and all treatments (n = 1145) were 13.9, 4.6, and 5.5 months, respectively. The median OS of all patients was 98 months with a 5-year survival of 74%. The results of this study show a marked improvement in OS for unselected MM patients compared with historical data. There were no significant differences in OS between patients with different International Staging System (ISS) stages. Younger patients (<65 years old) showed a longer OS. The results of this study should help physicians predict outcomes for MM patients and be encouraging for patients with this B cell malignancy.
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Affiliation(s)
- Ariana Berenson
- Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd., Suite 300, West Hollywood, CA, 90069, USA
| | - Suzie Vardanyan
- Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd., Suite 300, West Hollywood, CA, 90069, USA
| | - Michael David
- Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd., Suite 300, West Hollywood, CA, 90069, USA
| | - James Wang
- Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd., Suite 300, West Hollywood, CA, 90069, USA.,James R. Berenson, MD, Inc., Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd, Suite 310, West Hollywood, CA, USA
| | - Nika Manik Harutyunyan
- Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd., Suite 300, West Hollywood, CA, 90069, USA
| | - Jillian Gottlieb
- Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd., Suite 300, West Hollywood, CA, 90069, USA
| | - Ran Halleluyan
- Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd., Suite 300, West Hollywood, CA, 90069, USA
| | - Tanya M Spektor
- Oncotherapeutics, 9201 W. Sunset Blvd, Suite 317, West Hollywood, CA, USA
| | - Kyle A Udd
- Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd., Suite 300, West Hollywood, CA, 90069, USA.,James R. Berenson, MD, Inc., Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd, Suite 310, West Hollywood, CA, USA
| | - Shahrooz Eshaghian
- Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd., Suite 300, West Hollywood, CA, 90069, USA
| | - Youram Nassir
- James R. Berenson, MD, Inc., Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd, Suite 310, West Hollywood, CA, USA
| | - Benjamin Eades
- James R. Berenson, MD, Inc., Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd, Suite 310, West Hollywood, CA, USA
| | - Regina Swift
- James R. Berenson, MD, Inc., Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd, Suite 310, West Hollywood, CA, USA
| | - James R Berenson
- Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd., Suite 300, West Hollywood, CA, 90069, USA. .,James R. Berenson, MD, Inc., Institute for Myeloma & Bone Cancer Research, 9201 W. Sunset Blvd, Suite 310, West Hollywood, CA, USA. .,Oncotherapeutics, 9201 W. Sunset Blvd, Suite 317, West Hollywood, CA, USA.
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7
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Gonsalves WI, Morice WG, Rajkumar V, Gupta V, Timm MM, Dispenzieri A, Buadi FK, Lacy MQ, Singh PP, Kapoor P, Gertz MA, Kumar SK. Quantification of clonal circulating plasma cells in relapsed multiple myeloma. Br J Haematol 2014; 167:500-5. [PMID: 25113422 DOI: 10.1111/bjh.13067] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2014] [Accepted: 07/02/2014] [Indexed: 12/22/2022]
Abstract
The presence of clonal circulating plasma cells (cPCs) remains a marker of high-risk disease in newly diagnosed multiple myeloma (MM) patients. However, its prognostic utility in MM patients with previously treated disease is unknown. We studied 647 consecutive patients with previously treated MM seen at the Mayo Clinic, Rochester who had their peripheral blood evaluated for cPCs by multi-parameter flow cytometry. Of these patients, 145 had actively relapsing disease while the remaining 502 had disease that was in a plateau and included 68 patients in complete remission (CR) and 434 patients with stable disease. Patients with actively relapsing disease were more likely to have clonal cPCs than those in a plateau (P < 0·001). None of the patients in CR had any clonal cPCs detected. Among patients whose disease was in a plateau, the presence of clonal cPCs predicted for a worse median survival (22 months vs. not reached; P = 0·004). Among actively relapsing patients, the presence of ≥100 cPCs predicted for a worse survival after flow cytometry analysis (12 months vs. 33 months; P < 0·001). Future studies are needed to determine the role of these findings in developing a risk-adapted treatment approach in MM patients with actively relapsing disease.
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