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Huang J, Zhang M, Lin J, Yang X, Huang P, Zheng X. Safety assessment of proteasome inhibitors real world adverse event analysis from the FAERS database. Sci Rep 2025; 15:11628. [PMID: 40185858 PMCID: PMC11971352 DOI: 10.1038/s41598-025-96427-3] [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] [Received: 09/05/2024] [Accepted: 03/28/2025] [Indexed: 04/07/2025] Open
Abstract
Proteasome inhibitor analogs (PIs) have significantly improved the degree of remission and survival rate of patients with multiple myeloma. However, serious adverse events (AEs) have hindered their clinical application. This study analyzed the AEs reported in the U.S. Food and Drug Administration Adverse Event Reporting System (FAERS) database to determine the safety profile and differences for the PI drugs bortezomib, carfilzomib, and ixazomib. The reporting odds ratio (ROR) was used to detect safety signals. Significant safety signals were detected based on system-organ classification (SOC). For bortezomib, the most significant SOC signal was "blood and lymphatic system disorders" (ROR = 3.47, 95% CI 3.37-3.57), while the most significant PT signal was "enteric neuropathy" (ROR = 134.96, 95% CI 45.67-398.79). For carfilzomib, the most significant SOC signal being "blood and lymphatic system disorders" (ROR = 4.34, 95% CI 4.17-4.53), while the most significant PT signal was "light chain analysis increased" (ROR = 76.65, 95% CI 57.07-102.96). For ixazomib, the most significant SOC signal was "gastrointestinal disorders" (ROR = 2.04, 95% CI 1.96-2.12), while the most significant PT signal was "light chain analysis increased" (ROR = 67.15, 95% CI 45.36-99.42). For bortezomib and carfilzomib, the top 20 reported PTs were consistent with AEs listed in the drug information. For ixazomib, six unexpected AEs were observed: asthenia, malaise, pyrexia, decreased appetite, dehydration, and falls. The PIs were consistent with the early failure model based on time-series analysis of the occurrence of adverse reactions to the drug. The data mined from FAERS generates new AE signals, and further clinical studies are needed to validate these findings.
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Affiliation(s)
- Jinlong Huang
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 158 Shangtang Rd, Gongsu District, Hangzhou, 310014, Zhejiang, China
- School of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Miaomiao Zhang
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 158 Shangtang Rd, Gongsu District, Hangzhou, 310014, Zhejiang, China
- School of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Jingyang Lin
- Heart Center, Department of Cardiovascular Medicine, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China
| | - Xiuli Yang
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 158 Shangtang Rd, Gongsu District, Hangzhou, 310014, Zhejiang, China
| | - Ping Huang
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 158 Shangtang Rd, Gongsu District, Hangzhou, 310014, Zhejiang, China.
| | - Xiaochun Zheng
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 158 Shangtang Rd, Gongsu District, Hangzhou, 310014, Zhejiang, China.
- School of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang, China.
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Depraetere C, De Vriendt C, Roels D, Kreps EO, Ninclaus VGS. Recurrent orbital inflammatory syndrome as a presenting sign of multiple myeloma: a case report. J Ophthalmic Inflamm Infect 2025; 15:11. [PMID: 39998598 PMCID: PMC11861820 DOI: 10.1186/s12348-025-00463-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2024] [Accepted: 01/29/2025] [Indexed: 02/27/2025] Open
Abstract
INTRODUCTION Orbital inflammation has a variety of underlying causes and warrants comprehensive work-up including extensive blood work and imaging studies. This case report highlights a rare presentation of multiple myeloma presenting as recurrent orbital inflammatory syndrome. CASE REPORT A 61-year-old woman experienced brief episodes of recurrent orbital inflammation, as documented by MRI. Work-up revealed a high-risk smoldering myeloma without sufficient evidence of plasma cell-mediated orbital inflammation on the first biopsy samples. The CRAB criteria (hyperCalcemia, Renal insufficiency, Anemia, Bone lesions) were not met, nor were there formal criteria for myeloma. The appearance of crystalline keratopathy allowed for a diagnosis of multiple myeloma, as this ocular involvement demonstrated organ damage. Myeloma treatment led to a complete and ocular remission. DISCUSSION This case emphasizes the importance of conducting a thorough systemic work-up and the need for repeated comprehensive ophthalmologic evaluations with each flare-up of recurrent orbital inflammation. Subtle but rare changes observed during follow-up can provide critical information that may alter the diagnosis.
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Affiliation(s)
- Chloe Depraetere
- Dept of Ophthalmology, Ghent University Hospital, Ghent, Belgium.
| | - Ciel De Vriendt
- Dept of Hematology, Ghent University Hospital, Ghent, Belgium
| | - Dimitri Roels
- Dept of Ophthalmology, Ghent University Hospital, Ghent, Belgium
| | - Elke O Kreps
- Dept of Ophthalmology, Ghent University Hospital, Ghent, Belgium
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Deng Y, Zhu H, Peng H. Enhancing staging in multiple myeloma using an m6A regulatory gene-pairing model. Clin Exp Med 2025; 25:40. [PMID: 39820586 PMCID: PMC11742005 DOI: 10.1007/s10238-024-01526-6] [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: 09/29/2024] [Accepted: 11/20/2024] [Indexed: 01/30/2025]
Abstract
Multiple myeloma (MM) is characterized by clonal plasma cell proliferation in the bone marrow, challenging prognosis prediction. We developed a gene-pairing prognostic risk model using m6A regulatory genes and a nested LASSO method. A cutoff of - 0.133 categorized MM samples into high-risk and low-risk groups. The model showed strong prognostic performance in 2088 newly diagnosed MM samples and predicted response to combination therapy (daratumumab, carfilzomib, lenalidomide, and dexamethasone) in patients who failed or relapsed from bortezomib-containing regimens, with an AUC of 0.9. It distinguished between smoldering MM and MM (cutoff: - 0.45) and between MM and plasma cell leukemia (cutoff: 0.0857). Single-cell analysis revealed higher risk scores at relapse. Combining MM cell lines and sample data, we identified potential drugs and targets (ADAT2 and NUP153) effective against high-risk MM. Integrating the m6A risk model with the International Staging System (ISS) enhanced stratification accuracy. These insights support precision treatment of MM.
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Affiliation(s)
- Yating Deng
- Department of Hematology, The Second Xiangya Hospital, Central South University, Changsha, 410011, Hunan, People's Republic of China
- Institute of Hematology, Central South University, Changsha, 410011, Hunan, People's Republic of China
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, 410011, Hunan, People's Republic of China
| | - Hongkai Zhu
- Department of Hematology, The Second Xiangya Hospital, Central South University, Changsha, 410011, Hunan, People's Republic of China
- Institute of Hematology, Central South University, Changsha, 410011, Hunan, People's Republic of China
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, 410011, Hunan, People's Republic of China
| | - Hongling Peng
- Department of Hematology, The Second Xiangya Hospital, Central South University, Changsha, 410011, Hunan, People's Republic of China.
- Institute of Hematology, Central South University, Changsha, 410011, Hunan, People's Republic of China.
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, 410011, Hunan, People's Republic of China.
- Hunan Key Laboratory of Tumor Models and Individualized Medicine, Changsha, 410011, Hunan, People's Republic of China.
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Hu Q, Liu Y, Yue Q, Zhou S, Jin X, Lin F, Huang XJ, Zhuang J, Lu J, Gao X, Lee HY. Lenalidomide-induced pure red cell aplasia is associated with elevated expression of MHC-I molecules on erythrocytes. Nat Commun 2024; 15:10131. [PMID: 39578482 PMCID: PMC11584757 DOI: 10.1038/s41467-024-54571-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 11/15/2024] [Indexed: 11/24/2024] Open
Abstract
The RVd therapy, combining lenalidomide, bortezomib, and dexamethasone, is a mainstay treatment for multiple myeloma. A multiple myeloma patient developed pure red cell aplasia (PRCA) following RVd treatment, despite the absence of common PRCA triggers. In vitro analyses reveal lenalidomide as a pivotal disruptor of erythropoiesis. Single-cell transcriptome analysis unveils hyperactive CD8+ T cells and impaired erythropoiesis in the patient's bone marrow. Unexpectedly, the patient's erythroid cells display abnormally high expression of genes in the antigen presentation pathway, particularly those for major histocompatibility class I (MHC-I) molecules. Functional assays demonstrate that lenalidomide treatment further augmented MHC-I expression in the patient's erythroid cells. Blocking MHC-I or depleting T cells alleviates the defective erythropoiesis of PRCA, suggesting that the interaction between erythroid cells with elevated MHC-I and T cells in the bone marrow might contribute to PRCA. Taken together, our study implicates a mechanism underlying lenalidomide-induced PRCA in treating cancer patients.
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Affiliation(s)
- Qi Hu
- Ministry of Education Key Laboratory of Cell Proliferation and Differentiation, School of Life Sciences, Peking University, Beijing, 100871, China
- Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, China
| | - Yang Liu
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing, 100871, China
| | - Qiuyu Yue
- Ministry of Education Key Laboratory of Cell Proliferation and Differentiation, School of Life Sciences, Peking University, Beijing, 100871, China
- Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, China
| | - Shuo Zhou
- Ministry of Education Key Laboratory of Cell Proliferation and Differentiation, School of Life Sciences, Peking University, Beijing, 100871, China
- Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, China
| | - Xianghong Jin
- Department of Hematology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Fan Lin
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing, 100871, China
| | - Xiao-Jun Huang
- Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, China
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing, 100871, China
| | - Junling Zhuang
- Department of Hematology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China.
| | - Jin Lu
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing, 100871, China.
| | - Xiaofei Gao
- Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, 310030, Zhejiang, China.
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China.
| | - Hsiang-Ying Lee
- Ministry of Education Key Laboratory of Cell Proliferation and Differentiation, School of Life Sciences, Peking University, Beijing, 100871, China.
- Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, China.
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing, 100871, China.
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Kaushik H, Manuja N, Devde KD, Dongre A. A Case Report of the Atypical Presentation of Multiple Myeloma Manifesting as a Sternal Mass. Cureus 2024; 16:e65004. [PMID: 39165445 PMCID: PMC11335064 DOI: 10.7759/cureus.65004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Accepted: 07/19/2024] [Indexed: 08/22/2024] Open
Abstract
The diagnosis of multiple myeloma (MM) is made based on the presence of either marrow clonal plasma cells > 10% or an extramedullary or bony plasmacytoma confirmed by biopsy. Additionally, at least one of the SLiM (sixty years, light chain ratio, magnetic resonance imaging)-CRAB (calcium elevation, renal insufficiency, anemia, and bone lesions) myeloma-defining events must be present. MM typically presents with symptoms such as fatigue due to anemia, kidney failure, hypercalcemia, and bone pain. It is uncommon, though, for MM to manifest as a single bone mass. We report the case of a 65-year-old male who did not fit the criteria for solitary bone plasmacytoma and presented with an unusual sternal tumor. The patient was diagnosed with MM despite not having any of the traditional symptoms such as low back pain, weight loss, anemia, or hypercalcemia. The diagnosis was based on a bone marrow examination, which showed 50% plasma cells. Radiation therapy and systemic chemotherapy were then used to treat him. The patient's symptoms, radiological findings, and biopsy results are described in detail, emphasizing the difficulty and intricacy of correctly diagnosing this uncommon manifestation of MM. This case highlights the need for a comprehensive and multidisciplinary strategy to diagnose and treat atypical presentations of MM, making sure that all possible diagnostic pathways are investigated in order to achieve accurate and timely diagnosis and treatment.
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Affiliation(s)
- Himanshi Kaushik
- Department of Medical Oncology, Jawaharlal Nehru Medical College, Datta Meghe Institute of Medical Sciences (Deemed to be University), Wardha, IND
| | - Nishtha Manuja
- Department of Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Medical Sciences (Deemed to be University), Wardha, IND
| | - Kanchan D Devde
- Department of Medical Oncology, Jawaharlal Nehru Medical College, Datta Meghe Institute of Medical Sciences (Deemed to be University), Wardha, IND
| | - Amol Dongre
- Department of Medical Oncology, Jawaharlal Nehru Medical College, Datta Meghe Institute of Medical Sciences (Deemed to be University), Wardha, IND
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Deng Z, Zhu H, Yuan Z, Zhang R, Wang Z, Li H, Yin L, Ruan X, Cheng Z, Li R, Peng H. Enhancing multiple myeloma staging: a novel cell death risk model approach. Clin Exp Med 2024; 24:95. [PMID: 38717497 PMCID: PMC11078818 DOI: 10.1007/s10238-024-01337-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 03/21/2024] [Indexed: 05/12/2024]
Abstract
The prognostication of survival trajectories in multiple myeloma (MM) patients presents a substantial clinical challenge. Leveraging transcriptomic and clinical profiles from an expansive cohort of 2,088 MM patients, sourced from the Gene Expression Omnibus and The Cancer Genome Atlas repositories, we applied a sophisticated nested lasso regression technique to construct a prognostic model predicated on 28 gene pairings intrinsic to cell death pathways, thereby deriving a quantifiable risk stratification metric. Employing a threshold of 0.15, we dichotomized the MM samples into discrete high-risk and low-risk categories. Notably, the delineated high-risk cohort exhibited a statistically significant diminution in survival duration, a finding which consistently replicated across both training and external validation datasets. The prognostic acumen of our cell death signature was further corroborated by TIME ROC analyses, with the model demonstrating robust performance, evidenced by AUC metrics consistently surpassing the 0.6 benchmark across the evaluated arrays. Further analytical rigor was applied through multivariate COX regression analyses, which ratified the cell death risk model as an independent prognostic determinant. In an innovative stratagem, we amalgamated this risk stratification with the established International Staging System (ISS), culminating in the genesis of a novel, refined ISS categorization. This tripartite classification system was subjected to comparative analysis against extant prognostic models, whereupon it manifested superior predictive precision, as reflected by an elevated C-index. In summation, our endeavors have yielded a clinically viable gene pairing model predicated on cellular mortality, which, when synthesized with the ISS, engenders an augmented prognostic tool that exhibits pronounced predictive prowess in the context of multiple myeloma.
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Affiliation(s)
- Zeyu Deng
- Department of Hematology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China
- Institute of Hematology, Central South University, Changsha, Hunan, People's Republic of China
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, Hunan, People's Republic of China
| | - Hongkai Zhu
- Department of Hematology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China
- Institute of Hematology, Central South University, Changsha, Hunan, People's Republic of China
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, Hunan, People's Republic of China
| | - Zhaoshun Yuan
- Department of Cardiovascular Surgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China
| | - Rong Zhang
- National Cancer Center Exploratory Oncology Research & Clinical Trial Center, Kashiwa, Japan
| | - Zhihua Wang
- Department of Hematology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China
- Institute of Hematology, Central South University, Changsha, Hunan, People's Republic of China
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, Hunan, People's Republic of China
| | - Heng Li
- Department of Hematology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China
- Institute of Hematology, Central South University, Changsha, Hunan, People's Republic of China
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, Hunan, People's Republic of China
| | - Le Yin
- Department of Hematology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China
- Institute of Hematology, Central South University, Changsha, Hunan, People's Republic of China
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, Hunan, People's Republic of China
| | - Xueqin Ruan
- Department of Hematology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China
- Institute of Hematology, Central South University, Changsha, Hunan, People's Republic of China
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, Hunan, People's Republic of China
| | - Zhao Cheng
- Department of Hematology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China.
- Institute of Hematology, Central South University, Changsha, Hunan, People's Republic of China.
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, Hunan, People's Republic of China.
| | - Ruijuan Li
- Department of Hematology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China.
- Institute of Hematology, Central South University, Changsha, Hunan, People's Republic of China.
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, Hunan, People's Republic of China.
| | - Hongling Peng
- Department of Hematology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China.
- Institute of Hematology, Central South University, Changsha, Hunan, People's Republic of China.
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, Changsha, Hunan, People's Republic of China.
- Hunan Key Laboratory of Tumor Models and Individualized Medicine, Changsha, Hunan, People's Republic of China.
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Langer P, John L, Monsef I, Scheid C, Piechotta V, Skoetz N. Daratumumab and antineoplastic therapy versus antineoplastic therapy only for adults with newly diagnosed multiple myeloma ineligible for transplant. Cochrane Database Syst Rev 2024; 5:CD013595. [PMID: 38695605 PMCID: PMC11064765 DOI: 10.1002/14651858.cd013595.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
BACKGROUND Multiple myeloma (MM) is a haematological malignancy that is characterised by proliferation of malignant plasma cells in the bone marrow. For adults ineligible to receive high-dose chemotherapy and autologous stem cell transplant, the recommended treatment combinations in first-line therapy generally consist of combinations of alkylating agents, immunomodulatory drugs, and proteasome inhibitors. Daratumumab is a CD38-targeting, human IgG1k monoclonal antibody recently developed and approved for the treatment of people diagnosed with MM. Multiple myeloma cells uniformly over-express CD-38, a 46-kDa type II transmembrane glycoprotein, making myeloma cells a specific target for daratumumab. OBJECTIVES To determine the benefits and harms of daratumumab in addition to antineoplastic therapy compared to antineoplastic therapy only for adults with newly diagnosed MM who are ineligible for transplant. SEARCH METHODS We searched the Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, Embase, EU Clinical Trials Register, ClinicalTrials.gov, WHO ICTRP, and conference proceedings from 2010 to September 2023. SELECTION CRITERIA We included randomised controlled trials that compared treatment with daratumumab added to antineoplastic therapy versus the same antineoplastic therapy alone in adult participants with a confirmed diagnosis of MM. We excluded quasi-randomised trials and trials with less than 80% adult participants, unless there were subgroup analyses of adults with MM. DATA COLLECTION AND ANALYSIS Two review authors independently screened the results of the search strategies for eligibility. We documented the process of study selection in a flowchart as recommended by the PRISMA statement. We evaluated the risk of bias in included studies with RoB 1 and assessed the certainty of the evidence using GRADE. We followed standard Cochrane methodological procedures. MAIN RESULTS We included four open-label, two-armed randomised controlled trials (34 publications) involving a total of 1783 participants. The ALCYONE, MAIA, and OCTANS trials were multicentre trials conducted worldwide in middle- and high-income countries. The AMaRC 03-16 trial was conducted in one high-income country, Australia. The mean age of participants was 69 to 74 years, and the proportion of female participants was between 40% and 54%. All trials evaluated antineoplastic therapies with or without daratumumab. In the ALCYONE and OCTANS trials, daratumumab was combined with bortezomib and melphalan-prednisone. In the AMaRC 03-16 study, it was combined with bortezomib, cyclophosphamide, and dexamethasone, and in the MAIA study, it was combined with lenalidomide and dexamethasone. None of the included studies was blinded (high risk of performance and detection bias). One study was published as abstract only, therefore the risk of bias for most criteria was unclear. The other three studies were published as full texts. Apart from blinding, the risk of bias was low for these studies. Overall survival Treatment with daratumumab probably increases overall survival when compared to the same treatment without daratumumab (hazard ratio (HR) 0.64, 95% confidence interval (CI) 0.53 to 0.76, 2 studies, 1443 participants, moderate-certainty evidence). After a follow-up period of 36 months, 695 per 1000 participants survived in the control group, whereas 792 per 1000 participants survived in the daratumumab group (95% CI 758 to 825). Progression-free survival Treatment with daratumumab probably increases progression-free survival when compared to treatment without daratumumab (HR 0.48, 95% CI 0.39 to 0.58, 3 studies, 1663 participants, moderate-certainty evidence). After a follow-up period of 24 months, progression-free survival was reached in 494 per 1000 participants in the control group versus 713 per 1000 participants in the daratumumab group (95% CI 664 to 760). Quality of life Treatment with daratumumab may result in a very small increase in quality of life after 12 months, evaluated on the EORTC QLQ-C30 global health status scale (GHS), when compared to treatment without daratumumab (mean difference 2.19, 95% CI -0.13 to 4.51, 3 studies, 1096 participants, low-certainty evidence). The scale is from 0 to 100, with a higher value indicating a better quality of life. On-study mortality Treatment with daratumumab probably decreases on-study mortality when compared to treatment without daratumumab (risk ratio (RR) 0.72, 95% CI 0.62 to 0.83, 3 studies, 1644 participants, moderate-certainty evidence). After the longest follow-up available (12 to 72 months), 366 per 1000 participants in the control group and 264 per 1000 participants in the daratumumab group died (95% CI 227 to 304). Serious adverse events Treatment with daratumumab probably increases serious adverse events when compared to treatment without daratumumab (RR 1.18, 95% CI 1.02 to 1.37, 3 studies, 1644 participants, moderate-certainty evidence). After the longest follow-up available (12 to 72 months), 505 per 1000 participants in the control group versus 596 per 1000 participants in the daratumumab group experienced serious adverse events (95% CI 515 to 692). Adverse events (Common Terminology Criteria for Adverse Events (CTCAE) grade ≥ 3) Treatment with daratumumab probably results in little to no difference in adverse events (CTCAE grade ≥ 3) when compared to treatment without daratumumab (RR 1.01, 95% CI 0.99 to 1.02, 3 studies, 1644 participants, moderate-certainty evidence). After the longest follow-up available (12 to 72 months), 953 per 1000 participants in the control group versus 963 per 1000 participants in the daratumumab group experienced adverse events (CTCAE grade ≥ 3) (95% CI 943 to 972). Treatment with daratumumab probably increases the risk of infections (CTCAE grade ≥ 3) when compared to treatment without daratumumab (RR 1.52, 95% CI 1.30 to 1.78, 3 studies, 1644 participants, moderate-certainty evidence). After the longest follow-up available (12 to 72 months), 224 per 1000 participants in the control group versus 340 per 1000 participants in the daratumumab group experienced infections (CTCAE grade ≥ 3) (95% CI 291 to 399). AUTHORS' CONCLUSIONS Overall analysis of four studies showed a potential benefit for daratumumab in terms of overall survival and progression-free survival and a slight potential benefit in quality of life. Participants treated with daratumumab probably experience increased serious adverse events. There were likely no differences between groups in adverse events (CTCAE grade ≥ 3); however, there are probably more infections (CTCAE grade ≥ 3) in participants treated with daratumumab. We identified six ongoing studies which might strengthen the certainty of evidence in a future update of this review.
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Affiliation(s)
- Peter Langer
- Cochrane Haematology, Institute of Public Health, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Lukas John
- Department of Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Ina Monsef
- Cochrane Haematology, Institute of Public Health, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Christof Scheid
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Stem Cell Transplantation Program, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Vanessa Piechotta
- Cochrane Haematology, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Nicole Skoetz
- Cochrane Haematology, Institute of Public Health, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
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Manickasamy MK, Sajeev A, BharathwajChetty B, Alqahtani MS, Abbas M, Hegde M, Aswani BS, Shakibaei M, Sethi G, Kunnumakkara AB. Exploring the nexus of nuclear receptors in hematological malignancies. Cell Mol Life Sci 2024; 81:78. [PMID: 38334807 PMCID: PMC10858172 DOI: 10.1007/s00018-023-05085-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 11/16/2023] [Accepted: 12/03/2023] [Indexed: 02/10/2024]
Abstract
Hematological malignancies (HM) represent a subset of neoplasms affecting the blood, bone marrow, and lymphatic systems, categorized primarily into leukemia, lymphoma, and multiple myeloma. Their prognosis varies considerably, with a frequent risk of relapse despite ongoing treatments. While contemporary therapeutic strategies have extended overall patient survival, they do not offer cures for advanced stages and often lead to challenges such as acquisition of drug resistance, recurrence, and severe side effects. The need for innovative therapeutic targets is vital to elevate both survival rates and patients' quality of life. Recent research has pivoted towards nuclear receptors (NRs) due to their role in modulating tumor cell characteristics including uncontrolled proliferation, differentiation, apoptosis evasion, invasion and migration. Existing evidence emphasizes NRs' critical role in HM. The regulation of NR expression through agonists, antagonists, or selective modulators, contingent upon their levels, offers promising clinical implications in HM management. Moreover, several anticancer agents targeting NRs have been approved by the Food and Drug Administration (FDA). This review highlights the integral function of NRs in HM's pathophysiology and the potential benefits of therapeutically targeting these receptors, suggesting a prospective avenue for more efficient therapeutic interventions against HM.
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Affiliation(s)
- Mukesh Kumar Manickasamy
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati, Assam, 781039, India
| | - Anjana Sajeev
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati, Assam, 781039, India
| | - Bandari BharathwajChetty
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati, Assam, 781039, India
| | - Mohammed S Alqahtani
- Radiological Sciences Department, College of Applied Medical Sciences, King Khalid University, 61421, Abha, Saudi Arabia
- BioImaging Unit, Space Research Centre, University of Leicester, Michael Atiyah Building, Leicester, LE1 7RH, UK
| | - Mohamed Abbas
- Electrical Engineering Department, College of Engineering, King Khalid University, 61421, Abha, Saudi Arabia
| | - Mangala Hegde
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati, Assam, 781039, India
| | - Babu Santha Aswani
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati, Assam, 781039, India
| | - Mehdi Shakibaei
- Chair of Vegetative Anatomy, Department of Human-Anatomy, Musculoskeletal Research Group and Tumor Biology, Institute of Anatomy, Ludwig-Maximilian-University, 80336, Munich, Germany
| | - Gautam Sethi
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117600, Singapore.
- NUS Centre for Cancer Research (N2CR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117599, Singapore.
| | - Ajaikumar B Kunnumakkara
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati, Assam, 781039, India.
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9
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Öztürk R, Amer K, Gençoğlu AT, Öztürk FG, Kasali K, Aytekin MN. Is surgical indication in multiple myeloma a poor prognosis sign? SEER database analysis. Clin Transl Oncol 2024; 26:524-531. [PMID: 37535183 DOI: 10.1007/s12094-023-03273-8] [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] [Received: 02/28/2023] [Accepted: 07/03/2023] [Indexed: 08/04/2023]
Abstract
AIM This study aims to investigate demographic data, survival rates, and the relationship of these rates with surgery in a large case series including multiple myeloma (MM) patients. METHOD MM cases were analyzed retrospectively using the latest version of the SEER database published in April 2020. This version covers January 1975 to December 2017. Patients were classified according to gender, age, and race/ethnicity. Tumors were classified according to their localization, grade, year of diagnosis, and follow-up results. RESULTS There were 60,239 patients diagnosed with Plasma Cell Myeloma. While 670 patients (1.2%) were operated on, 43,976 patients (76.7%) did not indicate operation, and 12,670 patients (22.1%) could not be operated on despite the recommendation. The mean survival was 62 months in those without an indication for surgery, and 42 months in patients with an indication but could not be operated on, and the difference was significant (p = 0.001). The mean survival was 58 months in the operated patients, and 42 months in the patients who could not be operated on despite the indication, and the difference was significant (p = 0.001). There was no difference between those who did not indicate surgery and those who were operated on with an indication (p = 0.243). CONCLUSION In multiple myeloma, the best prognosis is in the group of patients who received medical treatments without any indication for operation, while an indication for operation indicates a worse prognosis. A worse prognosis should be expected in patients who do not accept the operation or who cannot be operated on compared to the operated patients.
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Affiliation(s)
- Recep Öztürk
- Orthopedics and Traumatology, Dr Abdurrahman Yurtaslan Ankara Oncology Training and Research Hospital, Demetevler Mahallesi, Vatan Cad., Yenimahalle, 06200, Ankara, Turkey.
| | - Kamil Amer
- Orthopedics, Rothman Orthopedic Institute at Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | | | | | - Kamber Kasali
- Department of Biostatistics, Atatürk University, Erzurum, Turkey
| | - Mahmut Nedim Aytekin
- Orthopedics and Traumatology, Ankara Yıldırım Beyazıt University, Ankara, Turkey
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Abduh MS. An overview of multiple myeloma: A monoclonal plasma cell malignancy's diagnosis, management, and treatment modalities. Saudi J Biol Sci 2024; 31:103920. [PMID: 38283805 PMCID: PMC10818257 DOI: 10.1016/j.sjbs.2023.103920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 12/20/2023] [Accepted: 12/29/2023] [Indexed: 01/30/2024] Open
Abstract
Multiple Myeloma (MM) is a plasma cell cancer with high mortality and morbidity rates. Its incidence rate has increased by 143% since 1975. Adipokines, cytokines, chemokines, and genetic variations influence the development and progression of MM. Chromosomal translocations cause mutations associated with MM. The pathogenesis of MM is complicated by novel issues like miRNAs, RANKL, Wnt/DKK1, Wnt, and OPG. Conventional diagnosis methods include bone marrow biopsy, sPEP or uPEP, sIFE and uIFE, and sFLC assay, along with advanced techniques such as FISH, SNPA, and gene expression technologies. A novel therapeutic strategy has been developed recently. Chemotherapy, hematopoietic stem cell transplantation, and a variety of drug classes in combination are used to treat patients with high-risk diseases. Alkylating agents, PIs, and IMiDs have all been developed as effective treatment options for MM in recent years. This review overviews the current recommendations for managing MGUS, SMM, MM, SP and NSMM and discusses practices in diagnosing and treating MM.
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Affiliation(s)
- Maisa Siddiq Abduh
- Immune Responses in Different Diseases Research Group, Department of Medical Laboratory Sciences, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia
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11
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Te Velde JP, Zijlstra H, Lans A, Patel CG, Raje N, Delawi D, Kempen DHR, Verlaan JJ, van Royen BJ, Schwab JH. Fracture rate after conventional external beam radiation therapy to the spine in multiple myeloma patients. Spine J 2024; 24:137-145. [PMID: 37734495 DOI: 10.1016/j.spinee.2023.09.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 08/26/2023] [Accepted: 09/16/2023] [Indexed: 09/23/2023]
Abstract
BACKGROUND CONTEXT Conventional external beam radiation therapy (cEBRT) is used in multiple myeloma (MM) to treat severe pain, spinal cord compression, and disease-related bone disease. However, radiation may be associated with an increased risk of vertebral compression fractures (VCFs), which could substantially impair survival and quality of life. Additionally, the use of the Spinal Instability Neoplastic Score (SINS) in MM is debated in MM. PURPOSE To determine the incidence of VCFs after cEBRT in patients with MM and to assess the applicability of the SINS score in the prediction of VCFs in MM. STUDY DESIGN Retrospective multicenter cohort study. PATIENT SAMPLE MM patients with spinal myeloma lesions who underwent cEBRT between January 2010 and December 2021. OUTCOME MEASURES Frequency of new or progressed VCFs and subdistribution hazard ratios for potentially associated factors. METHODS Patient and treatment characteristics were manually collected from the patients' electronic medical records. Computed tomography (CT) scans from before and up to 3 years after the start of radiation were used to score radiographic variables at baseline and at follow-up. Multivariable Fine and Gray competing risk analyses were performed to evaluate the diagnostic value of the SINS score to predict the postradiation VCF rate. RESULTS A total of 127 patients with 427 eligible radiated vertebrae were included in this study. The mean age at radiation was 64 years, and 66.1% of them were male. At the start of radiation, 57 patients (44.9%) had at least one VCF. There were 89 preexisting VCFs (18.4% of 483 vertebrae). Overall, 39 of 127 patients (30.7%) reported new fractures (number of vertebrae (n)=12) or showed progression of existing fractures (n=36). This number represented 11.2% of all radiated vertebrae. Five of the 39 (12.8%) patients with new or worsened VCFs received an unplanned secondary treatment (augmentation [n=2] or open surgery [n=3]) within 3 years. Both the total SINS score (SHR 1.77; 95% confidence interval (CI) 1.54-2.03; p<.001) and categorical SINS score (SHR 10.83; 95% CI 4.20-27.94; p<.001) showed an independent association with higher rates of new or progressed VCFs in adjusted analyses. The use of bisphosphonates was independently associated with a lower rate of new or progressed VCFs (SHR 0.47 [95% CI 0.24-0.92; p=.027]). CONCLUSIONS This study demonstrated that new or progressed VCFs occurred in 30.7% of patients within 3 years, in a total of 11.2% of vertebrae. The SINS score was found to be independently associated with the development or progression of VCFs and could thus be applied in MM for fracture prediction and possibly prevention.
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Affiliation(s)
- Jens P Te Velde
- Department of Orthopedic Surgery, Massachusetts General Hospital - Harvard Medical School, 55 Fruit St, Boston, MA 02114, USA; Department of Orthopedic Surgery and Sports Medicine, Amsterdam University Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Hester Zijlstra
- Department of Orthopedic Surgery, Massachusetts General Hospital - Harvard Medical School, 55 Fruit St, Boston, MA 02114, USA; Department of Orthopedic Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands.
| | - Amanda Lans
- Department of Orthopedic Surgery, Massachusetts General Hospital - Harvard Medical School, 55 Fruit St, Boston, MA 02114, USA; Department of Orthopedic Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Chirayu G Patel
- Department of Radiation Oncology, Massachusetts General Hospital - Harvard Medical School, 55 Fruit St, Boston, MA 02114, USA
| | - Noopur Raje
- Department of Hematology/Oncology - Center for Multiple Myeloma, Massachusetts General Hospital - Harvard Medical School, 55 Fruit St, Boston, MA 02114, USA
| | - Diyar Delawi
- Department of Orthopedic Surgery, St. Antonius Hospital, Soestwetering 1, 3543 AZ Utrecht, The Netherlands
| | - Diederik H R Kempen
- Department of Orthopedic Surgery, OLVG Amsterdam, Oosterpark 9, 1091 AC Amsterdam, The Netherlands
| | - Jorrit-Jan Verlaan
- Department of Orthopedic Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Barend J van Royen
- Department of Orthopedic Surgery and Sports Medicine, Amsterdam University Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Joseph H Schwab
- Department of Orthopedic Surgery, Massachusetts General Hospital - Harvard Medical School, 55 Fruit St, Boston, MA 02114, USA
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Hegde PJ, Ramesh M, Shetty VV, Kumar S. Multiple myeloma as a mandibular primary - Dilemma in diagnosing rare tumours of the mandible. J Oral Maxillofac Pathol 2024; 28:138-141. [PMID: 38800419 PMCID: PMC11126243 DOI: 10.4103/jomfp.jomfp_297_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 09/21/2023] [Accepted: 10/09/2023] [Indexed: 05/29/2024] Open
Abstract
Multiple myeloma (MM) is a plasma cell malignancy, and its typical radiographic presentation includes punched-out radiolucency of the skull. It is a bourgeois description of myeloma and often holds good in most cases. However, the diagnosis can get tricky when a patient walks into the clinic with non-specific signs and symptoms. Many suspicions arise when we examine a well-defined mandibular swelling, but the real picture is revealed with thorough screening. This article presents a rare mandibular swelling diagnosed as MM, emphasizing important differential diagnoses for maxillofacial surgeons and pathologists.
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Affiliation(s)
- Padmaraj J. Hegde
- Department of Oral and Maxillofacial Surgery, AB Shetty Memorial Institute of Dental Sciences (ABSMIDS), Mangalore, Karnataka, India
| | - Malavika Ramesh
- Department of Oral and Maxillofacial Surgery, AB Shetty Memorial Institute of Dental Sciences (ABSMIDS), Mangalore, Karnataka, India
| | - Vijith V. Shetty
- Department of Medical Oncology, Leela Narayan Shetty Cancer Center, Mangalore, Karnataka, India
| | - Sunil Kumar
- Department of Pathology, K.S Hegde Medical Academy, NITTE (Deemed to be University), Mangalore, Karnataka, India
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Alqahtani S, Alyabis L, Alyabis H, Al Qurashi N, Almadi R, Alsoman M, Alzahrani M. Descriptive Characteristics of Multiple Myeloma Patients in King Abdulaziz Medical City National Guard. Cureus 2024; 16:e52692. [PMID: 38347977 PMCID: PMC10860902 DOI: 10.7759/cureus.52692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/21/2024] [Indexed: 02/15/2024] Open
Abstract
Background Multiple myeloma (MM) is a hematological malignancy characterized by the production of monoclonal immunoglobulin. It is the second-most common hematological malignancy. The survival rate varies depending on age at diagnosis, comorbidities, and treatment.This study aims to assess the prevalence of clinical and laboratory characteristics among multiple myeloma patients. Methods This is an observational study of multiple myeloma patients who were admitted to King Abdulaziz Medical City - National Guard between January 2015 and December 2020. Patient records were reviewed to derive clinical and laboratory characteristics. Descriptive data analysis and survival analysis were obtained using SPSS. Results Our study included 151 patients, 95 of whom were males and 56 were females, and the mean age of diagnosis with MM was 62.6 (SD = 13.4). Among 151 MM patients, the most common clinical signs were bone lesions and renal disease, with a percentage of 66.9% and 46.4%, respectively. Death rates throughout the time of study conduction were 19.2%, accounting for 29 patients, and the median overall survival was 5.1 years with a 95% confidence level. Testing the association between survival rates and gender showed that death rates in females were significantly higher than in males (p-value = 0.023). Patients with anemia had a significantly higher hazard ratio in both unadjusted and adjusted analyses (aHR = 2.61; 95% CI = 1.21-5.65). Conclusion There was a relationship between survival and gender, which suggests a protective factor favoring the male gender. Clinical and laboratory characteristics, including bone marrow lesions, anemia, and renal disease, were the initial presentation; thus, a detailed history focused on symptoms should be taken when any of these symptoms are reported.
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Affiliation(s)
- Sultan Alqahtani
- Department of Basic Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences, College of Medicine, Riyadh, SAU
- Research, King Abdullah International Medical Research Center (KAIMRC), Riyadh, SAU
| | - Lama Alyabis
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
| | - Hissah Alyabis
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
| | - Nouf Al Qurashi
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
| | - Rose Almadi
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
| | - Majd Alsoman
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
| | - Mohsen Alzahrani
- Department of Oncology, Division of Stem Cell Transplantation and Cellular Therapy, King Abdulaziz Medical City, Riyadh, SAU
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14
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Ye L, Zhou F, Cheng D, Xie M, Yan X, Xue Y, Yang Q, Jia R, Zhong L, Yang L, Zou L, Huang N. Efficacy and safety of anti-CD38 monoclonal antibodies in patients with relapsed/refractory multiple myeloma: a systematic review and meta-analysis with trial sequential analysis of randomized controlled trials. Front Oncol 2023; 13:1240318. [PMID: 38144527 PMCID: PMC10746851 DOI: 10.3389/fonc.2023.1240318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 11/20/2023] [Indexed: 12/26/2023] Open
Abstract
Objectives The current study aims to evaluate the safety and efficacy of anti-CD38 monoclonal antibodies (mAbs) among patients with relapsed/refractory multiple myeloma (RRMM) through meta-analysis. Methods As of June 2023, we searched PubMed, Web of Science, Embase and the Cochrane Library. Randomized controlled trials (RCTs) which compared the clinical outcomes of anti-CD38 mAbs plus immunomodulatory drugs (IMiDs) or proteasome inhibitors (PIs) plus dexamethasone and IMiDs (or PIs) and dexamethasone alone for RRMM patients were included. Efficacy outcomes were mainly evaluated with progression-free survival (PFS) and overall survival (OS). The safety was analyzed with hematologic and nonhematologic treatment-emergent adverse events (TEAEs). All results were pooled using hazard ratio (HR), relative risk (RR), and their 95% confidence interval (CI) and prediction interval (PI). Results This meta-analysis included 11 RCTs in total. Compared with IMiDs (or PIs) and dexamethasone alone, anti-CD38 mAbs in combination with IMiDs (or PIs) and dexamethasone significantly prolonged PFS (HR: 0.552, 95% CI = 0.461 to 0.659, 95% PI = 0.318 to 0.957) and OS (HR: 0.737, 95% CI = 0.657 to 0.827, 95% PI = 0.626 to 0.868) in patients with RRMM. Additionally, RRMM patients receiving anti-CD38 mAbs in combination with IMiDs (or PIs) and dexamethasone achieved higher rates of overall response (RR: 1.281, 95% CI = 1.144 to 1.434, 95% PI = 0.883 to 1.859), complete response or better (RR: 2.602, 95% CI = 1.977 to 3.424, 95% PI = 1.203 to 5.628), very good partial response (VGPR) or better (RR: 1.886, 95% CI = 1.532 to 2.322, 95% PI = 0.953 to 3.731), and minimum residual disease (MRD)-negative (RR: 4.147, 95% CI = 2.588 to 6.644, 95% PI = 1.056 to 16.283) than those receiving IMiDs (or PIs) and dexamethasone alone. For TEAEs, the rates of hematologic and nonhematologic TEAEs, including thrombocytopenia, neutropenia, upper respiratory tract infection (URTI), pneumonia, bronchitis, dyspnea, diarrhea, pyrexia, back pain, arthralgia, fatigue, insomnia, and hypertension, were higher in the anti-CD38 mAbs in combination with IMiDs (or PIs) and dexamethasone group than in the IMiDs (or PIs) and dexamethasone group. Conclusion Our study showed that anti-CD38 mAbs in combination with IMiDs (or PIs) and dexamethasone improved PFS and OS, and achieved higher rates of overall response, complete response or better, VGPR or better, and MRD-negative, as well as higher rates of thrombocytopenia, neutropenia, URTI, pneumonia, bronchitis, dyspnea, diarrhea, pyrexia, back pain, arthralgia, fatigue, insomnia, and hypertension in RRMM patients. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/, identifier CRD42023431071.
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Affiliation(s)
- Lu Ye
- Department of Medical Oncology of Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- Department of Oncology, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Fei Zhou
- Department of Obstetrics and Gynaecology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Dongdong Cheng
- Department of Publicity, The Third Hospital of Changsha, Changsha, China
| | - Ming Xie
- Department of Science and Education, The Third Hospital of Changsha, Changsha, China
| | - Xiaoli Yan
- Department of Gynecology and Obstetrics, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Yuyu Xue
- School of Preclinical Medicine, Chengdu University, Chengdu, China
| | - Qian Yang
- Clinical Medical College, Chengdu Medical College, Chengdu, China
| | - Rong Jia
- Clinical Medical College, Chengdu Medical College, Chengdu, China
| | - Lili Zhong
- Department of Oncology, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Li Yang
- Department of Oncology, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Liqun Zou
- Department of Medical Oncology of Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Na Huang
- Department of Radiotherapy, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
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Dratwa M, Łacina P, Butrym A, Porzuczek D, Mazur G, Bogunia-Kubik K. Telomere length and hTERT genetic variants as potential prognostic markers in multiple myeloma. Sci Rep 2023; 13:15792. [PMID: 37737335 PMCID: PMC10517131 DOI: 10.1038/s41598-023-43141-7] [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] [Received: 07/07/2023] [Accepted: 09/20/2023] [Indexed: 09/23/2023] Open
Abstract
Telomere dysfunction is a notable event observed in many cancers contributing to their genomic instability. A major factor controlling telomere stability is the human telomerase reverse transcriptase catalytic subunit (hTERT). Telomere shortening has been observed in multiple myeloma (MM), a plasma cell malignancy with a complex and heterogeneous genetic background. In the present study, we aimed to analyse telomere length and hTERT genetic variants as potential markers of risk and survival in 251 MM patients. We found that telomere length was significantly shorter in MM patients than in healthy individuals, and patients with more advanced disease (stage III according to the International Staging System) had shorter telomeres than patients with less advanced disease. MM patients with hTERT allele rs2736100 T were characterized with significantly shorter progression-free survival (PFS). Moreover, allele rs2736100 T was also found to be less common in patients with disease progression in response to treatment. hTERT rs2853690 T was associated with higher haemoglobin blood levels and lower C-reactive protein. In conclusion, our results suggest that telomere length and hTERT genetic variability may affect MM development and can be potential prognostic markers in this disease.
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Affiliation(s)
- Marta Dratwa
- Laboratory of Clinical Immunogenetics and Pharmacogenetics, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Wrocław, Poland
| | - Piotr Łacina
- Laboratory of Clinical Immunogenetics and Pharmacogenetics, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Wrocław, Poland
| | - Aleksandra Butrym
- Department of Cancer Prevention and Therapy, Wroclaw Medical University, Wrocław, Poland
| | - Diana Porzuczek
- Department of Internal, Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Wrocław, Poland
| | - Grzegorz Mazur
- Department of Internal, Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Wrocław, Poland
| | - Katarzyna Bogunia-Kubik
- Laboratory of Clinical Immunogenetics and Pharmacogenetics, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Wrocław, Poland.
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Yang G, Song Z, Wang R, Sun Y. Apoptotic effect of selenium mushroom extract from Qinba on multiple myeloma cells. Histol Histopathol 2023; 38:1069-1077. [PMID: 36562285 DOI: 10.14670/hh-18-571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Qinba selenium mushroom is a mushroom belonging to the Basidiomycetes family, which is believed to have anti- oxidant, anti-tumoral and anti-mutagenic activities. However, the efficacy of Qinba selenium mushroom against multiple myeloma has not been confirmed. The present study aimed to investigate the apoptotic effect of FA-2-b-β, the selenium mushroom extract from Qinba on multiple myeloma (MM) cells. The MM RPMI-8226 cells were treated with FA-2-b-β at different concentrations and time points. MM RPMI-8226 cell proliferation and apoptosis were detected by the Cell Counting Kit-8 (CCK-8) assay and Annexin V/propidium iodide (PI) assay, RT-QPCR and western blotting analyses were performed to determine the proteins and pathways involved. The results of the present study demonstrated that FA-2-b-β has high anti-proliferative activities and strong pro-apoptotic effects on MM RPMI-8226 cells, and its pharmacological effects on proliferation changes occurred in a dose- and time-dependent manner. In addition, we found that FA-2-b-β was able to induce cell apoptosis and promote cell cycle arrest at G0/G1 phase. In summary, the results illustrate the involvement of FA-2-b-β in mediating G0/G1 cell cycle arrest and apoptosis in MM RPMI-8226 cells, which suggested that FA-2-b-β might have therapeutic potential against multiple myeloma as an effective compound, and may provide useful information for the development of a novel therapeutic target in this area.
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Affiliation(s)
- Ge Yang
- Department of Hematology, Zhangye People's Hospital Affiliared to HEXI University, Zhangye, Gansu, PR China
| | - Ze Song
- Imaging Teaching and Research Section, Medical College of HEXI University, Zhangye, Gansu, PR China
| | - Rongli Wang
- Department of Hematology, Zhangye People's Hospital Affiliared to HEXI University, Zhangye, Gansu, PR China
| | - Yanqin Sun
- Clinical Lab, Zhangye People's Hospital Affiliared to HEXI University, Zhangye, Gansu, PR China.
- Department of Hematology, Gansu Provincial Hospital, Lanzhou, Gansu, PR China
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Wolmarans HJ, Barker VR, Chobrutskiy A, Chobrutskiy BI, Huda TI, Blanck G. Exploiting big data survival information to unify risk-stratification related, adaptive immune receptor parameters for multiple myeloma. Genes Immun 2023; 24:194-199. [PMID: 37443300 DOI: 10.1038/s41435-023-00212-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 06/27/2023] [Accepted: 06/29/2023] [Indexed: 07/15/2023]
Abstract
With the improvement of treatment options, multiple myeloma related life expectancy has been prolonged, but the disease remains largely incurable. Immunotherapy is a growing field that shows promise in advancements for treatment, and recent work has demonstrated an opportunity to use immune receptor, complementarity determining region-3 (CDR3)-candidate antigen chemical complementarity scores to identify survival distinctions among subgroups of patients. Here, we have applied the complementarity scoring algorithm to identify multiple myeloma related, CDR3-cancer testis antigen (CTA) relationships associated with survival distinctions. Furthermore, we have overlapped these immune receptor features with a previous study that showed a dramatic survival distinction based on T-cell receptor, V- and J-gene segment usage, HLA allele combinations, whereby 100% of the patients in certain combination groups had no mortality related to multiple myeloma, during the study period. This overlap evaluation was consistent with the idea that there are likely considerable constraints on productive TRB-antigen-HLA combinations but more flexibility, and unpredictability, for the TRA-antigen-HLA combinations. Also, the approaches in this reported indicated the potential importance of the CTA, IGSF11, as a multiple myeloma antigen, an antigen previously, independently considered as a vaccine candidate in other settings.
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Affiliation(s)
- Hope J Wolmarans
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, 33612, USA
| | - Vayda R Barker
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, 33612, USA
| | - Andrea Chobrutskiy
- Department of Pediatrics, Oregon Health and Science University Hospital, Portland, OR, 97239, USA
| | - Boris I Chobrutskiy
- Department of Internal Medicine, Oregon Health and Science University Hospital, Portland, OR, 97239, USA
| | - Taha I Huda
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, 33612, USA
| | - George Blanck
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, 33612, USA.
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, 33612, USA.
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18
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Milara E, Alonso R, Masseing L, Seiffert AP, Gómez-Grande A, Gómez EJ, Martínez-López J, Sánchez-González P. Radiomics analysis of bone marrow biopsy locations in [ 18F]FDG PET/CT images for measurable residual disease assessment in multiple myeloma. Phys Eng Sci Med 2023; 46:903-913. [PMID: 37155114 DOI: 10.1007/s13246-023-01265-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 04/19/2023] [Indexed: 05/10/2023]
Abstract
The combination of visual assessment of whole body [18F]FDG PET images and evaluation of bone marrow samples by Multiparameter Flow Cytometry (MFC) or Next-Generation Sequencing (NGS) is currently the most common clinical practice for the detection of Measurable Residual Disease (MRD) in Multiple Myeloma (MM) patients. In this study, radiomic features extracted from the bone marrow biopsy locations are analyzed and compared to those extracted from the whole bone marrow in order to study the representativeness of these biopsy locations in the image-based MRD assessment. Whole body [18F]FDG PET of 39 patients with newly diagnosed MM were included in the database, and visually evaluated by experts in nuclear medicine. A methodology for the segmentation of biopsy sites from PET images, including sternum and posterior iliac crest, and their subsequent quantification is proposed. First, starting from the bone marrow segmentation, a segmentation of the biopsy sites is performed. Then, segmentations are quantified extracting SUV metrics and radiomic features from the [18F]FDG PET images and are evaluated by Mann-Whitney U-tests as valuable features differentiating PET+/PET- and MFC+ /MFC- groups. Moreover, correlation between whole bone marrow and biopsy sites is studied by Spearman ρ rank. Classification performance of the radiomics features is evaluated applying seven machine learning algorithms. Statistical analyses reveal that some images features are significant in PET+/PET- differentiation, such as SUVmax, Gray Level Non-Uniformity or Entropy, especially with a balanced database where 16 of the features show a p value < 0.001. Correlation analyses between whole bone marrow and biopsy sites results in significant and acceptable coefficients, with 11 of the variables reaching a correlation coefficient greater than 0.7, with a maximum of 0.853. Machine learning algorithms demonstrate high performances in PET+/PET- classification reaching a maximum AUC of 0.974, but not for MFC+/MFC- classification. The results demonstrate the representativeness of sample sites as well as the effectiveness of extracted features (SUV metrics and radiomic features) from the [18F]FDG PET images in MRD assessment in MM patients.
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Affiliation(s)
- Eva Milara
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, 28040, Madrid, Spain
| | - Rafael Alonso
- Department of Hematology and Instituto de Investigación Sanitaria (imas12), Hospital Universitario, 12 de Octubre, 28041, Madrid, Spain
- Clinical Research Hematology Unit, Centro Nacional de Investigaciones Oncológicas (CNIO), 28029, Madrid, Spain
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain
- Facultad de Medicina, Universidad Complutense de Madrid, 28040, Madrid, Spain
| | - Lena Masseing
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, 28040, Madrid, Spain
| | - Alexander P Seiffert
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, 28040, Madrid, Spain
| | - Adolfo Gómez-Grande
- Facultad de Medicina, Universidad Complutense de Madrid, 28040, Madrid, Spain
- Department of Nuclear Medicine, Hospital Universitario, 12 de Octubre, 28041, Madrid, Spain
| | - Enrique J Gómez
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, 28040, Madrid, Spain
- Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - Joaquín Martínez-López
- Department of Hematology and Instituto de Investigación Sanitaria (imas12), Hospital Universitario, 12 de Octubre, 28041, Madrid, Spain
- Clinical Research Hematology Unit, Centro Nacional de Investigaciones Oncológicas (CNIO), 28029, Madrid, Spain
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain
- Facultad de Medicina, Universidad Complutense de Madrid, 28040, Madrid, Spain
| | - Patricia Sánchez-González
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, 28040, Madrid, Spain.
- Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina, Instituto de Salud Carlos III, 28029, Madrid, Spain.
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19
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Colebunders J, Hellemans S, Ahmed M, Libbrecht S, de Bruijn S. Hoarseness as the initial presentation of multiple myeloma. Clin Case Rep 2023; 11:e7322. [PMID: 37192852 PMCID: PMC10182006 DOI: 10.1002/ccr3.7322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 04/12/2023] [Accepted: 04/23/2023] [Indexed: 05/18/2023] Open
Abstract
Key Clinical Message Myeloma of the thyroid cartilage is a rare but important differential diagnosis of a laryngeal mass. Although hoarseness as the initial presenting symptom in multiple myeloma is extremely rare, a clinician should always consider it. Abstract Multiple myeloma (MM) is a malignant plasma cell disorder characterized by an uncontrolled proliferation of monoclonal plasma cells. Although the clinical presentation at diagnosis can be quite variable, thyroid cartilage infiltration in MM is rare. Here we discuss a 65-year-old Caucasian male presenting to the ENT doctor with continuous hoarseness for 3 months. The initial clinical examination showed a tangible mass at the left lymph node level II-III. Further examination with fiber-optic laryngoscopy showed a bulging of the aryepiglottic and ventricular fold. Neck and chest CT scan revealed multiple osteolytic bone lesions in addition to the large lesion in the left thyroid cartilage. Laboratory work-up, PET-CT scan and biopsy of the thyroid cartilage were performed and eventually all confirmed the presence of a new diagnosis of IgA kappa MM. The patient was referred to the department of hematology to start with chemotherapy.
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Affiliation(s)
- Jules Colebunders
- Faculty of Medicine and Health SciencesUniversity of AntwerpWilrijkBelgium
| | - Stig Hellemans
- Faculty of Medicine and Health SciencesUniversity of AntwerpWilrijkBelgium
| | - Melek Ahmed
- Department of Anatomic PathologyAntwerp University HospitalEdegemBelgium
| | - Sasha Libbrecht
- Department of Anatomic PathologyAntwerp University HospitalEdegemBelgium
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20
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Osterhoff G, Kreinest M, Kuhnt T, Pohlenz C, Müller-Broich J, Röllig C, Teipel R, Scheyerer MJ, Schnake KJ, Spiegl UJA, Disch AC. Management of Pathological Thoracolumbar Vertebral Fractures in Patients With Multiple Myeloma: Multidisciplinary Recommendations. Global Spine J 2023; 13:85S-93S. [PMID: 37084345 PMCID: PMC10177308 DOI: 10.1177/21925682221143732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/23/2023] Open
Abstract
STUDY DESIGN Mutlidisciplinary consensus recommendations for patients suffering from multiple myeloma (MM) involvement of the spinal column by the Spine Section of the German Association of Orthopaedic and Trauma Surgeons. OBJECTIVE To provide a comprehensive multidisciplinary diagnostic and therapeutic approach and to summarize the current literature on the management of pathological thoracolumbar vertebral fractures in patients with multiple myeloma. METHODS Multidisciplinary recommendations using a classical consensus process provided by radiation oncologists, medical oncologists, orthopaedic- and trauma surgeons. A narrative literature review of the current diagnostic and treatment strategies was conducted. RESULTS Treatment decision has to be driven by a multidisciplinary team of oncologists, radiotherapists and spine surgeons. When considering surgery in MM patients, differing factors compared to other secondary spinal lesions have to be included into the decision process: probable neurological deterioration, the stage of the disease and prognosis, patient's general condition, localization and number of the lesions as well as patient's own wishes or expectations. Aiming to improve quality of life, the major goal of surgical treatment is to preserve mobility by reducing pain, secure neurological function and stability. CONCLUSION The goal of surgery is primarily to improve quality of life by restoring stability and neurological function. Interventions with an increased risk of complications due to MM-associated immunodeficiency must be avoided whenever feasible to allow early systemic treatment. Hence, treatment decisions should be based on a multidisciplinary team that considers patient's constitution and prognosis.
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Affiliation(s)
- Georg Osterhoff
- Department of Orthopaedics, Trauma and Plastic Surgery, University Hospital Leipzig, Leipzig, Germany
| | | | - Thomas Kuhnt
- Department of Imaging and Radiation Medicine, Clinic of Radiooncology, University of Leipzig, Leipzig, Germany
| | - Claudia Pohlenz
- Department of Imaging and Radiation Medicine, Clinic of Radiooncology, University of Leipzig, Leipzig, Germany
| | | | - Christoph Röllig
- Medizinische Klinik und Poliklinik I, Universitätsklinikum, Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Raphael Teipel
- Medizinische Klinik und Poliklinik I, Universitätsklinikum, Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Max J Scheyerer
- Department of Orthopaedics and Trauma Surgery, University Hospital Duesseldorf, Duesseldorf, Germany
| | - Klaus John Schnake
- Center for Spinal and Scoliosis Surgery, Malteser Waldkrankenhaus St. Marien, Erlangen, Germany
- Department of Orthopedics and Traumatology, Paracelsus Private Medical University Nuremberg, Nuremberg, Germany
| | - Ulrich J A Spiegl
- Department of Orthopaedics, Trauma and Plastic Surgery, University Hospital Leipzig, Leipzig, Germany
| | - Alexander C Disch
- University Comprehensive Spine Center, University Center for Orthopaedics, Trauma and Plastic Surgery, University Hospital Carl Gustav Carus at the TU Dresden, Dresden, Germany
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21
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Mansour M, Haider Z, Al Khiami L, Sioufi MST, Takieddin A, Al Shamat AA, Alwaw R, Musleh M. A rare multiple myeloma complication as a spinal cord metastasis: A case report. Clin Case Rep 2023; 11:e7069. [PMID: 36911628 PMCID: PMC9995807 DOI: 10.1002/ccr3.7069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 02/04/2023] [Accepted: 02/22/2023] [Indexed: 03/11/2023] Open
Abstract
Multiple myeloma is a hematological cancer mostly located in the marrow of the vertebrae, pelvis, and thighs. Although the presence of extramedullary disease in the central nervous system is rare, herein, we report a complicated case of multiple myeloma in the spinal cord.
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Affiliation(s)
| | - Zeinab Haider
- Faculty of MedicineAl andalus University for Medical SciencesQadmusSyria
| | | | | | | | | | - Ricarda Alwaw
- Department of NeurologyAl Assad University HospitalDamascusSyria
| | - Mais Musleh
- Department of HematologyAl Assad University HospitalDamascusSyria
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22
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Improved UNet Deep Learning Model for Automatic Detection of Lung Cancer Nodules. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2023; 2023:9739264. [PMID: 36756162 PMCID: PMC9902147 DOI: 10.1155/2023/9739264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/26/2022] [Accepted: 08/08/2022] [Indexed: 01/31/2023]
Abstract
Uncontrolled cell growth in the two spongy lung organs in the chest is the most prevalent kind of cancer. When cells from the lungs spread to other tissues and organs, this is referred to as metastasis. This work uses image processing, deep learning, and metaheuristics to identify cancer in its early stages. At this point, a new convolutional neural network is constructed. The predator technique has the potential to increase network architecture and accuracy. Deep learning identified lung cancer spinal metastases in as energy consumption increased CT readings for lung cancer bone metastases decreased. Qualified physicians, on the other hand, discovered 71.14 and 74.60 percent of targets with energies of 140 and 60 keV, respectively, whereas the proposed model gives 76.51 and 81.58 percent, respectively. Expert physicians' detection rate was 74.60 percent lower than deep learning's detection rate of 81.58 percent. The proposed method has the highest accuracy, sensitivity, and specificity (93.4, 98.4, and 97.1 percent, respectively), as well as the lowest error rate (1.6 percent). Finally, in lung segmentation, the proposed model outperforms the CNN model. High-intensity energy-spectral CT images are more difficult to segment than low-intensity energy-spectral CT images.
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23
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McNeish JE, McNeish LW. Oral Manifestations of Systemic Disease. DENTAL SCIENCE FOR THE MEDICAL PROFESSIONAL 2023:309-320. [DOI: 10.1007/978-3-031-38567-4_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
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24
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Zhi Y, Bao S, Mao J, Chai G, Zhu J, Liu C, Chen X. Efficacy of maintenance treatment in patients with multiple myeloma: a systematic review and network meta-analysis. HEMATOLOGY (AMSTERDAM, NETHERLANDS) 2022; 27:1069-1088. [PMID: 36125238 DOI: 10.1080/16078454.2022.2121900] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND Despite conspicuous advances in innovating novel drugs and combination regimens in multiple myeloma (MM) in recent decades, the most appropriate maintenance regimens after inductive therapy are still controversial and opaque. OBJECTIVE We aimed to identify the most effective maintenance treatment for newly diagnosed multiple myeloma (NDMM) patients via network meta-analysis. METHOD We searched PubMed, Embase, Cochrane Library, Scopus, and Google Scholars from inception to April, 2022. Odds ratios (ORs) were generated for dichotomous variants. The primary endpoint was overall survival (OS). RESULTS Eventually a total of 19 trials, including 11 treatments and 8337 patients, were included in this analysis. For OS, lenalidomide (OR ranged from 1.61 to 1.99) and daratumumab (OR ranged from 1.83 to 2.41) showed significant efficacy over placebo. Maintenance therapy comprising lenalidomide-carfilzomib (OR ranged from 3.19 to 6.95), lenalidomide-prednisone (OR ranged from 2.62 to 4.44), bortezomib-thalidomide (OR ranged from 2.48 to 3.64), daratumumab (OR ranged from 2.0 to 2.98), lenalidomide (OR ranged from 1.4 to 3.19), ixazomib (OR ranged from 1.36 to 2.05), thalidomide (OR ranged from 1.5 to 1.86) demonstrated significant effects in prolonging PFS compared with placebo; Among the efficient therapies, lenalidomide-carfilzomib was significantly superior to lenalidomide (OR ranged from 2.18 to 2.20), daratumumab (OR ranged from 1.49 to 2.66) and ixazomib (OR ranged from 2.75 to 3.57). CONCLUSION Considering OS and PFS, lenalidomide-carfilzomib should be recommended as the best therapy. In clinical practice, this must be weighed against the increased risk of adverse events and financial burden. However, more head-to-head studies are needed to confirm these findings.
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Affiliation(s)
- Yongjin Zhi
- Department of Hematology, The People's Hospital of Tai Zhou, Nanjing Medical University, Nanjing, People's Republic of China
| | - Shuojing Bao
- The People's Hospital of Zhang Dian, Jiangyan, People's Republic of China
| | - Jingcheng Mao
- Department of Hematology, The People's Hospital of Tai Zhou, Nanjing Medical University, Nanjing, People's Republic of China
| | - Gufan Chai
- Department of Hematology, The People's Hospital of Tai Zhou, Nanjing Medical University, Nanjing, People's Republic of China
| | - Jianfeng Zhu
- Department of Hematology, The People's Hospital of Tai Zhou, Nanjing Medical University, Nanjing, People's Republic of China
| | - Chengjiang Liu
- Department of General Practice, Anhui Medical University, Hefei, People's Republic of China
| | - Xi Chen
- Department of Epidemiology and Statistics, School of Public Health, Medical College, Zhejiang University, Hangzhou, People's Republic of China.,School of Health, Brooks College, Sunnyvale, CA, USA
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25
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Gonzalez MR, Bryce-Alberti M, Pretell-Mazzini J. Management of Long Bones Metastatic Disease: Concepts That We All Know but Not Always Remember. Orthop Res Rev 2022; 14:393-406. [PMID: 36385751 PMCID: PMC9661996 DOI: 10.2147/orr.s379603] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 11/05/2022] [Indexed: 01/28/2024] Open
Abstract
Bones are the third most common site of metastatic disease. Treatment is rarely curative; rather, it seeks to control disease progression and palliate symptoms. Imaging evaluation of a patient with symptoms of metastatic bone disease should begin with plain X-rays. Further imaging consists of a combination of (PET)-CT scan and bone scintigraphy. We recommend performing a biopsy after imaging workup has been conducted. Metastatic bone disease is managed with a combination of systemic treatment, radiotherapy (RT), and surgery. External beam RT (EBRT) is used for pain control and postoperatively after fracture stabilization. Single-fraction and multiple-fractions schemes are equally effective achieving pain control. Adequate assessment of fracture risk should guide the decision to stabilize an impending fracture. Despite low specificity, plain X-rays are the first tool to determine risk of impending fractures. CT scan offers a higher positive predictive value and can add diagnostic value. Surgical management depends on the patient's characteristics, tumor type, and location of fracture/bone stock. Fixation options include plate and screw fixation, intramedullary (IM) nailing, and endoprostheses. Despite widespread use, the need for prophylactic stabilization of the entire femur should be individually analyzed in each patient due to higher complication rates of long stems.
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Affiliation(s)
- Marcos R Gonzalez
- Facultad de Medicina Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | - Juan Pretell-Mazzini
- Miami Cancer Institute, Division of Orthopedic Oncology, Baptist Health System South Florida, Plantation, FL, USA
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26
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Li C, Liang H, Bian S, Hou X, Ma Y. Construction of a Prognosis Model of the Pyroptosis-Related Gene in Multiple Myeloma and Screening of Core Genes. ACS OMEGA 2022; 7:34608-34620. [PMID: 36188246 PMCID: PMC9521030 DOI: 10.1021/acsomega.2c04212] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 09/02/2022] [Indexed: 06/16/2023]
Abstract
Pyroptosis is an important factor affecting the proliferation, invasion, and metastasis of tumor cells. However, in multiple myeloma (MM), there are few studies on whether the occurrence of pyroptosis is related to the occurrence and prognosis of the disease. Based on the Gene Expression Omnibus and Cancer Genome Atlas database search dataset, this study identified pyroptosis-related genes with a specific prognosis, constructed and verified the prediction model by stepwise Cox regression analysis and time receiver operating characteristic curve analysis, and predicted specific functions by single-sample gene set enrichment analysis and the Kyoto Encyclopedia of Genes and Genomes. Dataset analysis identified key genes, which were used to construct a risk scoring system for the prognosis of MM. The entire test set and external verification set verified the results. The expression levels of related genes in the clinical samples were detected using fluorescence quantitative PCR. A prognostic gene model based on six pyroptosis-related genes (CYCS, NLRP9, AIM2, NOD2, CHMP3, and GSDME) was constructed. The model has an excellent prognostic ability and can be popularized in the external validation set. The predictive prognostic nomogram integrating clinical information can effectively evaluate the risk score of each patient and predict their survival. After sample validation, our study found three potential key pyroptosis-related genes in multiple myeloma. GSDME, NOD2, and CHMP3 were significantly different between MM and healthy subjects, suggesting that they are pyroptosis-related protective genes. This study shows that the key pyroptosis-related gene in the model can be used as a marker for predicting the prognosis of myeloma, which may provide a basis for clinical individualized stratification therapy.
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Affiliation(s)
- Can Li
- Department
of Hematology, The Second Clinical Medical College of Shanxi Medical
University, Shanxi Medical University, 030000 Taiyuan, China
| | - Hongzheng Liang
- Department
of Hematology, The Second Clinical Medical College of Shanxi Medical
University, Shanxi Medical University, 030000 Taiyuan, China
| | - Sicheng Bian
- Harbin
Medical University, 23 Youzheng Street, NanGang District, Harbin 150001, PR China
| | - Xiaoxu Hou
- Department
of Hematology, The Second Clinical Medical College of Shanxi Medical
University, Shanxi Medical University, 030000 Taiyuan, China
| | - Yanping Ma
- Department
of Hematology, The Second Clinical Medical College of Shanxi Medical
University, Shanxi Medical University, 030000 Taiyuan, China
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27
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Teimuri Nobari S, Rasmi Y, Khadem Ansari MH. Serum Levels of Interleukin-1β and Disease Progression in Multiple Myeloma Patients: A Case and Control Study. Asian Pac J Cancer Prev 2022; 23:2937-2942. [PMID: 36172655 DOI: 10.31557/apjcp.2022.23.9.2937] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVE Multiple myeloma (MM) is known as an incurable heterogeneous plasma cell malignancy that presents with a variety of clinical manifestations. Inflammation plays an important role in this disease. Cytokines and Chemokines cause the progression of the disease. One of them is interleukin-1β (IL-1β), which may be involved in the pathogenesis of MM. Other markers such as calcium, albumin, creatinine, globulins, and total protein are also used to diagnose and prognosis patients. The main purpose of this study was to evaluate the serum level of IL-1β and various forms of calcium (total calcium, ionized calcium, and corrected calcium), albumin, creatinine, globulin, and total protein on stage-I of MM patients and healthy controls. METHODS Serum samples from 30 stage-I MM patients and 30 healthy subjects as controls were examined in this study. The protein concentrations of serum IL-1β was assessed by enzyme-linked immunosorbent assay (ELISA), total calcium, albumin, creatinine, total protein, and globulin Measured by auto analyzer BT3000, an electrolyte analyzer was used to measure ionized calcium (Ca++) and a special equation was used to calculate the corrected calcium. RESULT The mean level of IL-1β was significantly elevated in stage-I MM. The mean levels of IL-1β were 7.04±1.15 ng/ml in stage-I MM and 3.12± 0.90 ng/ml in controls (p<0.001). The mean levels of total calcium (total Ca) were 9.45±0.56 mg/dl in stage-I MM and 9.09±0.43mg/dl in controls (p=0.008). The mean levels of ionized calcium (Ca++) was 4.65±0.28mg/dl in stage-I MM and 4.75±0.33mg/dl in controls (p=0.2). The mean ratio of serum ionized calcium to total calcium (Ca++/ total Ca) was 0.49±0.054 in stage-I MM and 0.52±0.047 in controls (p=0.02). The mean ratio of serum ionized calcium to corrected calcium (Ca++/corrected Ca) was 0.42±0.033 in stage-I MM and the Mean ratio of serum ionized calcium to calcium total (Ca++/ total Ca) was 0.52±0.047 in controls, Comparison of the mean of the two groups shows a significant difference (p<0.001). The mean level of albumin was 1.72±0.35 g/dl in stage-I MM and4.32±0.41g/dl in controls (p<0.001). The mean level of total protein was 12.65±0.81g/dl in stage-I MM and 7.07±0.4 g/dl in controls (p<0.001). The mean level of globulin was 11.00±0.96 mg/dl in stage-I MM and 2.85±0.77 mg/dl in controls (p<0.001). The mean level of creatinine was 1.15±0.25 mg/dl in stage-I MM and 0.96±0.15 mg/dl in controls (p=0.001). CONCLUSION The results of the study indicate the possible involvement of IL-1β at stage-I MM and it can indicate the role of chemokines in the disease process, especially in the early stages. Changes in the chemical profiles mentioned can help in the diagnosis and prognosis of the disease.
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Affiliation(s)
- Shirin Teimuri Nobari
- Department of Biochemistry, Faculty of Medical Sciences, Urmia University of Medical Sciences, Urmia, Iran
| | - Yousef Rasmi
- Department of Biochemistry, Faculty of Medical Sciences, Urmia University of Medical Sciences, Urmia, Iran
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28
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Muylaert C, Van Hemelrijck LA, Maes A, De Veirman K, Menu E, Vanderkerken K, De Bruyne E. Aberrant DNA methylation in multiple myeloma: A major obstacle or an opportunity? Front Oncol 2022; 12:979569. [PMID: 36059621 PMCID: PMC9434119 DOI: 10.3389/fonc.2022.979569] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 07/22/2022] [Indexed: 11/30/2022] Open
Abstract
Drug resistance (DR) of cancer cells leading to relapse is a huge problem nowadays to achieve long-lasting cures for cancer patients. This also holds true for the incurable hematological malignancy multiple myeloma (MM), which is characterized by the accumulation of malignant plasma cells in the bone marrow (BM). Although new treatment approaches combining immunomodulatory drugs, corticosteroids, proteasome inhibitors, alkylating agents, and monoclonal antibodies have significantly improved median life expectancy, MM remains incurable due to the development of DR, with the underlying mechanisms remaining largely ill-defined. It is well-known that MM is a heterogeneous disease, encompassing both genetic and epigenetic aberrations. In normal circumstances, epigenetic modifications, including DNA methylation and posttranslational histone modifications, play an important role in proper chromatin structure and transcriptional regulation. However, in MM, numerous epigenetic defects or so-called ‘epimutations’ have been observed and this especially at the level of DNA methylation. These include genome-wide DNA hypomethylation, locus specific hypermethylation and somatic mutations, copy number variations and/or deregulated expression patterns in DNA methylation modifiers and regulators. The aberrant DNA methylation patterns lead to reduced gene expression of tumor suppressor genes, genomic instability, DR, disease progression, and high-risk disease. In addition, the frequency of somatic mutations in the DNA methylation modifiers seems increased in relapsed patients, again suggesting a role in DR and relapse. In this review, we discuss the recent advances in understanding the involvement of aberrant DNA methylation patterns and/or DNA methylation modifiers in MM development, progression, and relapse. In addition, we discuss their involvement in MM cell plasticity, driving myeloma cells to a cancer stem cell state characterized by a more immature and drug-resistant phenotype. Finally, we briefly touch upon the potential of DNA methyltransferase inhibitors to prevent relapse after treatment with the current standard of care agents and/or new, promising (immuno) therapies.
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Inflammasomes—New Contributors to Blood Diseases. Int J Mol Sci 2022; 23:ijms23158129. [PMID: 35897704 PMCID: PMC9331764 DOI: 10.3390/ijms23158129] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 07/13/2022] [Accepted: 07/21/2022] [Indexed: 12/10/2022] Open
Abstract
Inflammasomes are intracellular multimeric complexes that cleave the precursors of the IL-1 family of cytokines and various proteins, found predominantly in cells of hematopoietic origin. They consist of pattern-recognition receptors, adaptor domains, and the enzymatic caspase-1 domain. Inflammasomes become activated upon stimulation by various exogenous and endogenous agents, subsequently promoting and enhancing inflammatory responses. To date, their function has been associated with numerous pathologies. Most recently, many studies have focused on inflammasomes’ contribution to hematological diseases. Due to aberrant expression levels, NLRP3, NLRP1, and NLRC4 inflammasomes were indicated as predominantly involved. The NLRP3 inflammasome correlated with the pathogenesis of non-Hodgkin lymphomas, multiple myeloma, acute myeloid leukemia, lymphoid leukemias, myelodysplastic neoplasms, graft-versus-host-disease, and sickle cell anemia. The NLRP1 inflammasome was associated with myeloma and chronic myeloid leukemia, whereas NLRC4 was associated with hemophagocytic lymphohistiocytosis. Moreover, specific gene variants of the inflammasomes were linked to disease susceptibility. Despite the incomplete understanding of these correlations and the lack of definite conclusions regarding the therapeutic utility of inflammasome inhibitors, the available results provide a valuable basis for clinical applications and precede upcoming breakthroughs in the field of innovative treatments. This review summarizes the latest knowledge on inflammasomes in hematological diseases, indicates the potential limitations of the current research approaches, and presents future perspectives.
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Zhao Y, Niu D, Ye E, Huang J, Wang J, Hou X, Wu J. Secular Trends in the Burden of Multiple Myeloma From 1990 to 2019 and Its Projection Until 2044 in China. Front Public Health 2022; 10:938770. [PMID: 35875035 PMCID: PMC9304978 DOI: 10.3389/fpubh.2022.938770] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 06/17/2022] [Indexed: 12/20/2022] Open
Abstract
Objective Multiple myeloma (MM) imposes a heavy burden in China. Understanding the secular trend of MM burden and projecting its future trend could facilitate appropriate public health planning and improve the management of MM. Methods Sex-specific incidence and mortality rates of MM in China from 1990 to 2019 were collected from the Global Burden of Disease 2019 study. The secular trend of MM burden was analyzed by joinpoint regression. Age–period–cohort model was used to analyze the effects of age, period, and birth cohort on MM burden and project future trends up to 2044. Results From 1990 to 2019, the age-standardized incidence and mortality rates of MM continued to increase in males. For females, the age-standardized rates were stable in MM incidence and decreased in MM mortality. Males had a higher disease burden of MM than females. Age effects were the most significant risk factor for MM incidence and mortality. Moreover, the risk of MM incidence and mortality increased with increasing time period but decreased with birth cohort in males and females. The age-standardized incidence and mortality rates of MM in China is predicted to be continuously increasing over the next 25 years. Conclusion The burden of MM in China is expected to continue to increase in the future, with significant sex difference. A comprehensive understanding of the risk characteristics and disease pattern of MM could help develop timely intervention measures to effectively reduce its burden.
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Affiliation(s)
- Yumei Zhao
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation Technology of Clinical Medical Big Data Cloud Service in Medical Consortium of West Guangdong Province, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Dongdong Niu
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Enlin Ye
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Jiasheng Huang
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Jia Wang
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Xuefei Hou
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation Technology of Clinical Medical Big Data Cloud Service in Medical Consortium of West Guangdong Province, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Jiayuan Wu
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation Technology of Clinical Medical Big Data Cloud Service in Medical Consortium of West Guangdong Province, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- *Correspondence: Jiayuan Wu
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Kocaata Z, Wilke T, Fischer F, Welte R, Einsele H. Healthcare Resource Utilization and Cost of Patients with Multiple Myeloma in Germany: A Retrospective Claims Data Analysis. PHARMACOECONOMICS - OPEN 2022; 6:619-628. [PMID: 35750956 PMCID: PMC9283612 DOI: 10.1007/s41669-022-00344-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 05/16/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVE This study aimed to analyze the healthcare resource use (HCRU) and associated costs of multiple myeloma (MM) using German claims data. METHODS Anonymized claims data from one of the largest sickness funds in Germany were analyzed. Costs and HCRU were calculated from the perspective of the statutory health insurance. To analyze MM-associated incremental costs in a most recent calendar period for an overall MM population (31 March 2018-31 March 2019), a prevalent cohort of MM patients (continuously insured during 01 January 2010 until 31 March 2019 or death; two or more outpatient and/or one inpatient MM diagnoses [ICD-10: C90.0-] and alive on 31 March 2018) was compared with a control group (not diagnosed with MM) employing propensity-score matching. Additionally, to describe MM-associated HCRU and costs for treated patients per line of treatment (lot), a cohort of newly treated patients was considered (≥ 12 months' pre-index period without MM treatment). Therapy lines were determined based on observed days of medication supply, treatment switches, and treatment discontinuations. RESULTS Overall, 2523 prevalent MM patients (52.0% female, mean age: 71.3 years) and 1673 newly treated MM patients (50.2% female, mean age: 73.0 years) met the selection criteria and were included in the analyses. After matching, a non-MM counterpart could be identified for 2474 prevalent out of 2523 MM patients. MM-associated incremental HCRU was characterized by an increased number of hospitalizations and a higher number of outpatient specialist visits (per patient-year [ppy] 0.48 additional hospitalizations and 3.80 additional specialist visits; p < 0.001), being also drivers of the associated total incremental add-on costs (15,381.09 € ppy, p < 0.001). Among newly treated patients, total direct costs ppy increased as patients received subsequent treatments (1st lot: 67,681,55 €; 4th lot+: 114,934.01 €), driven by outpatient MM prescriptions (1st lot: 28,692.32 €; 4th lot+: 62,980.72 €). CONCLUSION The economic burden of MM is driven by outpatient prescriptions, inpatient hospitalizations, and outpatient specialist visits. Treatment and overall costs increase substantially when patients move to later lines of treatment.
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Affiliation(s)
- Zeki Kocaata
- Ingress-Health HWM GmbH, Wismar, Germany
- GlaxoSmithKline GmbH & Co. KG, Munich, Germany
| | | | | | | | - Hermann Einsele
- Medizinische Klinik und Poliklinik II des Universitätsklinikums, Zentrum Innere Medizin, Würzburg, Germany
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Wang QS, Shi QQ, Meng Y, Chen MP, Hou J. Identification of Immune-Related Genes for Risk Stratification in Multiple Myeloma Based on Whole Bone Marrow Gene Expression Profiling. Front Genet 2022; 13:897886. [PMID: 35692836 PMCID: PMC9178200 DOI: 10.3389/fgene.2022.897886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 05/10/2022] [Indexed: 01/10/2023] Open
Abstract
Background: Multiple myeloma (MM) is characterized by abnormal proliferation of bone marrow clonal plasma cells. Tumor immunotherapy, a new therapy that has emerged in recent years, offers hope to patients, and studying the expression characteristics of immune-related genes (IRGs) based on whole bone marrow gene expression profiling (GEP) in MM patients can help guide personalized immunotherapy.Methods: In this study, we explored the potential prognostic value of IRGs in MM by combining GEP and clinical data from the GEO database. We identified hub IRGs and transcription factors (TFs) associated with disease progression by Weighted Gene Co-expression Network Analysis (WGCNA), and modeled immune-related prognostic signature by univariate and multivariate Cox and least absolute shrinkage and selection operator (LASSO) regression analysis. Subsequently, the prognostic ability of signature was verified by multiple statistical methods. Moreover, ssGSEA and GSEA algorithm reveled different immunological characteristics and biological function variation in different risk groups. We mapped the hub IRGs by protein-protein interaction network (PPI) and extracted the top 10 ranked genes. Finally, we conducted vitro assays on two alternative IRGs.Results: Our study identified a total of 14 TFs and 88 IRGs associated with International Staging System (ISS). Ten IRGs were identified by Cox -LASSO regression analysis, and used to develop optimal prognostic signature for overall survival (OS) in MM patients. The 10-IRGs were BDNF, CETP, CD70, LMBR, LTBP1, NENF, NR1D1, NR1H2, PTK2B and SEMA4. In different groups, risk signatures showed excellent survival prediction ability, and MM patients also could be stratified at survival risk. In addition, IRF7 and SHC1 were hub IRGs in PPI network, and the vitro assays proved that they could promote tumor progression. Notably, ssGSEA and GSEA results confirmed that different risk groups could accurately indicate the status of tumor microenvironment (TME) and activation of biological pathways.Conclusion: Our study suggested that immune-related signature could be used as prognostic markers in MM patients.
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Affiliation(s)
- Qiang-Sheng Wang
- Department of Hematology, Ningbo Hangzhou Bay Hospital, Ningbo, China
| | - Qi-Qin Shi
- Department of Ophthalmology, Ningbo Hangzhou Bay Hospital, Ningbo, China
| | - Ye Meng
- Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Meng-Ping Chen
- Department of Hematology, Renji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Jian Hou
- Department of Hematology, Renji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- *Correspondence: Jian Hou,
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Dysregulation of Small Nucleolar RNAs in B-Cell Malignancies. Biomedicines 2022; 10:biomedicines10061229. [PMID: 35740251 PMCID: PMC9219770 DOI: 10.3390/biomedicines10061229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 05/17/2022] [Accepted: 05/19/2022] [Indexed: 01/17/2023] Open
Abstract
Small nucleolar RNAs (snoRNAs) are responsible for post-transcriptional modification of ribosomal RNAs, transfer RNAs and small nuclear RNAs, and thereby have important regulatory functions in mRNA splicing and protein translation. Several studies have shown that snoRNAs are dysregulated in human cancer and may play a role in cancer initiation and progression. In this review, we focus on the role of snoRNAs in normal and malignant B-cell development. SnoRNA activity appears to be essential for normal B-cell differentiation and dysregulated expression of sno-RNAs is determined in B-cell acute lymphoblastic leukemia, chronic lymphocytic leukemia, B-cell non-Hodgkin’s lymphoma, and plasma cell neoplasms. SnoRNA expression is associated with cytogenetic/molecular subgroups and clinical outcome in patients with B-cell malignancies. Translocations involving snoRNAs have been described as well. Here, we discuss the different aspects of snoRNAs in B-cell malignancies and report on their role in oncogenic transformation, which may be useful for the development of novel diagnostic biomarkers or therapeutic targets.
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Lyall M, Crawford R, Bell T, Mamolo C, Neuhof A, Levy C, Heyes A. Characterizing the Patient Journey in Multiple Myeloma: A Patient Perspective (Preprint). JMIR Cancer 2022; 8:e39068. [PMID: 36136395 PMCID: PMC9539647 DOI: 10.2196/39068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 07/13/2022] [Accepted: 07/14/2022] [Indexed: 11/13/2022] Open
Abstract
Background The patient experience of multiple myeloma (MM) is multifaceted and varies substantially between individuals. Current published information on the patient perspective and treatment of MM is limited, making it difficult to gain insights into patient needs regarding the condition. Objective In this review, a combined research method approach (ie, the review of published literature and social media posts) was undertaken to provide insight into patients’ perspectives on the burden and treatment of MM, the impact of the COVID-19 pandemic, and the impact of MM on caregivers of patients with MM. Methods Targeted searches of PubMed and PsycINFO were conducted from November 16, 2010, to November 16, 2020; in parallel, patient-reported information derived from social media posts from 6 patient advocacy websites and YouTube were searched. The review of patient advocacy websites and YouTube targeted patient-reported information from patients with a self-reported diagnosis of MM who discussed their experience of MM and its treatments. Results A total of 27 articles and 138 posts were included (patient-reported information included data from 76 individuals), and results from both sources showed that patients experienced a variety of symptoms and treatment side effects, including neuropathy, fatigue, nausea, and back pain. These can affect areas of health-related quality of life (HRQOL), including physical functioning; emotional, psychological, and social well-being; the ability to work; and relationships. Patients valued involvement in treatment decision-making, and both the patient-reported information and the literature indicated that efficacy and tolerability strongly influence treatment decision-making. For patients, caregivers, and physicians, the preference for treatments was strongest when associated with increased survival. Caregivers can struggle to balance care responsibilities and jobs, and their HRQOL is affected in several areas, including emotional-, role-, social-, and work-related aspects of life. The COVID-19 pandemic has challenged patients’ ability to manage MM because of limited hospital access and restrictions that negatively affected their lives, psychological well-being, and HRQOL. Unmet patient needs identified in the literature and patient-reported information were for more productive appointments with health care professionals, better-tolerated therapies, and more support for themselves and their caregivers. Conclusions The combination of published literature and patient-reported information provides valuable and rich details on patient experiences and perceptions of MM and its treatment. The data highlighted that patients’ HRQOL is impeded not only by the disease but also by treatment-related side effects. Patients in the literature and patient-reported information showed a strong preference for treatments that prolong life, and patients appeared to value participation in treatment decisions. However, there remain unmet needs and areas for further research, including treatment, caregiver burden, and how to conduct appointments with health care professionals. This may help improve the understanding of the journey of patients with MM. Plain Language Summary Multiple Myeloma (MM) is the second most common cancer that affects blood cells. In this study, researchers wanted to know patients’ views on the effects of MM and the treatments they received. Researchers also looked at the impact of the COVID-19 pandemic on patients’ treatment and the impact of MM on caregivers. To this end, the researchers reviewed information from 27 published studies and 138 social media posts by 76 patients with MM. Patients commonly reported nerve pain, tiredness, feeling sick, and back pain caused by MM and the treatments they received. The effects of MM and treatments affected patients’ physical function; emotional, psychological, and social well-being; ability to work; and relationships. The researchers found that patients wanted to be involved in decisions related to their treatment. The effectiveness against MM and known negative effects strongly influenced the choice of treatments for patients. Increased survival was the strongest factor in the choice of treatment for patients, caregivers, and doctors. Researchers found that the emotional-, role-, social-, and work-related aspects of caregivers’ lives were affected by caring for patients with MM. The COVID-19 pandemic also affected the ability of patients to manage their MM because of limited hospital access and the effects of restrictions that impacted their lives and psychological well-being. Finally, the researchers identified some areas requiring improvement, including unproductive appointments with health care professionals, the need for treatments with fewer negative effects, and more support for patients with MM and their caregivers. This information may be useful to improve and understand the experience of patients with MM.
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Affiliation(s)
| | | | - Timothy Bell
- SpringWorks Therapeutics, Stamford, CT, United States
| | | | | | | | - Anne Heyes
- RTI Health Solutions, Manchester, United Kingdom
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Piechotta V, Skoetz N, Engelhardt M, Einsele H, Goldschmidt H, Scheid C. Patients With Multiple Myeloma or Monoclonal Gammopathy of Undetermined Significance. DEUTSCHES ARZTEBLATT INTERNATIONAL 2022; 119:253-260. [PMID: 35314026 PMCID: PMC9358349 DOI: 10.3238/arztebl.m2022.0149] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 11/23/2021] [Accepted: 02/10/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Multiple myeloma (MM) is a malignant plasma-cell disease that arises on the basis of a so-called monoclonal gammopathy of undetermined significance (MGUS). The median age at disease onset is over 70. In Germany, there are approximately eight new cases per 100 000 inhabitants per year, or about 6000 new patients nationwide each year. METHODS To prepare this clinical practice guideline, a systematic literature review was carried out in medical databases (MEDLINE, CENTRAL), guideline databases (GIN), and the search portal of the German Institute for Quality and Efficiency in Health Care (IQWiG). The recommendations to be issued were based on two international guidelines, 40 dossier evaluations and systematic reviews, 10 randomized controlled trials, and 37 observational studies and finalized in a structured consensus process. RESULTS Because of its prognostic relevance, the use of the International Staging System (ISS) is recommended to stage MM and related plasma-cell neoplasms. When symptomatic MM is diagnosed, it is recommended to determine the extent of skeletal involvement by whole-body computed tomography. The indications for treatment shall be determined on the basis of the SLiMCRAB criteria; in all patients with MM it is recommended to include the biological (rather than chronological) age in the decisionmaking process. In suitable patients, it is recommended that initial treatment includes high-dose therapy, followed by main - tenance treatment. Even without high-dose treatment, a median progression-free survival of more than three years can be achieved with combination therapies. For the treatment of relapse, combinations of three drugs are more effective than doublet regimens with a median progression-free survival ranging from 10 to 45 months, depending on the study and prior therapy. Following anti-myeloma therapy, it is recommended to promptly offer physical exercise adapted to individual abilities to all patients who have the potential for rehabilitation, so that their quality of life can be sustained and improved. CONCLUSION This new clinical practice guideline addresses, in particular, the modalities of care that can be offered in addition to systemic antineoplastic therapy. In view of the significant recent advances in the treatment of myeloma, affected patients' quality of life now largely depends on optimized interdisciplinary care.
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Affiliation(s)
- Vanessa Piechotta
- Department of Internal Medicine I, Medical Faculty and University Hospital Cologne, Cologne University
| | - Nicole Skoetz
- Department of Internal Medicine I, Medical Faculty and University Hospital Cologne, Cologne University
| | - Monika Engelhardt
- Department for Internal Medicine I – Hematology, Oncology and Stem Cell Transplantation, Freiburg University Hospital
| | - Hermann Einsele
- Medical Clinic and Polyclinic II, University Hospital of Würzburg
| | - Hartmut Goldschmidt
- Department of Internal Medicine V, University Hospital and National Center for Tumor Diseases (NCT), Heidelberg
| | - Christof Scheid
- Department of Internal Medicine I, Medical Faculty and University Hospital Cologne, Cologne University
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Bai Z, Shen J. Effect of Autologous Stem Cell Transplantation Combined with Modified VTD Regimen on Elderly Patients with Multiple Myeloma and Its Influence on miRNA Cytokines. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:6320329. [PMID: 35222688 PMCID: PMC8865993 DOI: 10.1155/2022/6320329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 12/28/2021] [Accepted: 01/07/2022] [Indexed: 02/01/2023]
Abstract
OBJECTIVE To explore the effect of autologous stem cell transplantation combined with modified VTD regimen on elderly patients with multiple myeloma and its influence on miRNA cytokines. METHODS The data of 42 elderly patients with multiple myeloma who were treated in our hospital from May 2010 to June 2018 were retrospectively analyzed, and they were divided into the combined group (autologous stem cell transplantation combined with improved VTD scheme, n = 25) and the control group (improved VTD scheme, n = 17) according to different treatment schemes, and the clinical efficacy of the two groups was compared. The levels of CD3+, CD4+, CD4+/CD8+, and Treg were measured in the two groups. The expression levels of miRNA-15a, miRNA-16, and miRNA-21 in the bone marrow fluid of the two groups were measured before and after treatment. The levels of M protein and myeloma cells in the two groups were detected. Comparing the incidence of adverse reactions between the two groups, the Kaplan-Meier method was used for survival analysis. RESULTS The total effective rate of the combined group (84.00%) was higher than that of the control group (52.94%), and the difference was statistically significant (P < 0.05). After treatment, the levels of CD3+, CD4+, CD4+/CD8+, Treg, miRNA-15a, and miRNA-16 in the combined group were higher than those in the control group, and the levels of miRNA-21, M protein, and myeloma cells were lower than those in the control group, with statistical significance (P < 0.05). There was no significant difference in adverse reactions between the two groups (P > 0.05). The first, second, and third year survival rates of group A (96.00%, 88.00%, and 80.00%) were significantly higher than those of the control group (70.59%, 58.82%, and 47.06%), and the difference was statistically significant (P < 0.05). CONCLUSION Autologous stem cell transplantation combined with a modified VTD regimen can effectively improve the immune function and survival rate of elderly patients with multiple myeloma, which is safe and effective.
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Affiliation(s)
- Zhaoliang Bai
- Outpatient Department, 971 Hospital of the Chinese People's Liberation Army Navy, Qingdao, Shandong 266000, China
| | - Jiansong Shen
- Department of Rehabilitation Medicine and Physiotherapy, 971 Hospital of the Chinese People's Liberation Army Navy, Qingdao, Shandong 266000, China
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FTO promotes Bortezomib resistance via m6A-dependent destabilization of SOD2 expression in multiple myeloma. Cancer Gene Ther 2022; 30:622-628. [PMID: 35145273 DOI: 10.1038/s41417-022-00429-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 11/29/2021] [Accepted: 01/25/2022] [Indexed: 11/09/2022]
Abstract
Drug resistance is the main reason for the failure of Bortezomib (Bort) in the treatment of multiple myeloma (MM), which seriously affects the efficacy of Bort. Therefore, the exploration of Bort resistance to treat MM will be very beneficial. Thus, this study aims to study the function and mechanism of Fat mass and obesity associated (FTO) on the Bort resistance of MM. In the present study, we demonstrated that FTO promotes Bort resistance via m6A-dependent destabilization of SOD2 expression in MM. These findings may provide a substantial evidence for the Bort resistance in MM.
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Das S, Juliana N, Yazit NAA, Azmani S, Abu IF. Multiple Myeloma: Challenges Encountered and Future Options for Better Treatment. Int J Mol Sci 2022; 23:1649. [PMID: 35163567 PMCID: PMC8836148 DOI: 10.3390/ijms23031649] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 01/24/2022] [Accepted: 01/28/2022] [Indexed: 12/23/2022] Open
Abstract
Multiple myeloma (MM) is a malignant hematological disease. The disease is characterized by the clonal proliferation of malignant plasma cells in the bone marrow. MM accounts for 1.3% of all malignancies and has been increasing in incidence all over the world. Various genetic abnormalities, mutations, and translocation, including epigenetic modifications, are known to contribute to the disease's pathophysiology. The prognosis is good if detected early, or else the outcome is very bad if distant metastasis has already occurred. Conventional treatment with drugs poses a challenge when there is drug resistance. In the present review, we discuss multiple myeloma and its treatment, drug resistance, the molecular basis of epigenetic regulation, the role of natural products in epigenetic regulators, diet, physical activity, addiction, and environmental pollutants, which may be beneficial for clinicians and researchers.
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Affiliation(s)
- Srijit Das
- Department of Human & Clinical Anatomy, College of Medicine & Health Sciences, Sultan Qaboos University, Al-Khoud, Muscat 123, Oman;
| | - Norsham Juliana
- Faculty of Medicine and Health Sciences, Universiti Sains Islam Malaysia, Persiaran Ilmu, Putra Nilai, Nilai 71800, Negeri Sembilan, Malaysia; (N.A.A.Y.); (S.A.)
| | - Noor Anisah Abu Yazit
- Faculty of Medicine and Health Sciences, Universiti Sains Islam Malaysia, Persiaran Ilmu, Putra Nilai, Nilai 71800, Negeri Sembilan, Malaysia; (N.A.A.Y.); (S.A.)
| | - Sahar Azmani
- Faculty of Medicine and Health Sciences, Universiti Sains Islam Malaysia, Persiaran Ilmu, Putra Nilai, Nilai 71800, Negeri Sembilan, Malaysia; (N.A.A.Y.); (S.A.)
| | - Izuddin Fahmy Abu
- Institute of Medical Science Technology, Universiti Kuala Lumpur, Kuala Lumpur 50250, Selangor, Malaysia;
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Tan F, Chen J, Du Z, Zhao F, Liu Y, Zhang Q, Yuan C. MIR17HG: A Cancerogenic Long-Noncoding RNA in Different Cancers. Curr Pharm Des 2022; 28:1272-1281. [PMID: 35272588 DOI: 10.2174/1381612828666220310144500] [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] [Received: 08/18/2021] [Accepted: 01/28/2022] [Indexed: 11/22/2022]
Abstract
LncRNA MIR17HG, located at chromosome 13q31, plays an inevitable role in promoting tumor progressions, such as tumorigenesis, proliferation, and metastasis. Besides, lncRNA MIR17HG is rare due to its open reading frame (ORF), which can be translated to produce protein. By systematically retrieval, we summarized that MIR17HG is an emerging lncRNA that exhibits carcinogenically in osteosarcoma (OS), glioma, cervical squamous cell carcinoma (CSCC), colorectal cancer (CRC), gastric cancer (GC), atypical teratoid rhabdoid tumors (ATRT). Furthermore, a high expression level of MIR17HG protein is also linked with meningioma. Additionally, MIR17HG polymorphisms in glioma, CRC, liver cancer (LC), breast cancer (BC), head and neck squamous cell carcinoma (HNSCC), and multiple myeloma (MM) also have a large influence on cancer susceptibility, prognosis, and so on. Collectively, long non-coding RNA MIR17HG's tumor-stimulative role could be a promising therapeutic target. Besides, by investigating patients' MIR17HG single-nucleotide polymorphisms (SNPs), clinicians could also personalize the productive interventions in gene therapy or predict the diagnosis/prognosis precisely.
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Affiliation(s)
- Fangshun Tan
- Third-grade Pharmacological Laboratory on Traditional Chinese Medicine, State Administration of Traditional Chinese Medicine, China Three Gorges University, Yichang, China
| | - Jinlan Chen
- Third-grade Pharmacological Laboratory on Traditional Chinese Medicine, State Administration of Traditional Chinese Medicine, China Three Gorges University, Yichang, China
| | - Zhuoying Du
- Third-grade Pharmacological Laboratory on Traditional Chinese Medicine, State Administration of Traditional Chinese Medicine, China Three Gorges University, Yichang, China
| | - Fangnan Zhao
- Third-grade Pharmacological Laboratory on Traditional Chinese Medicine, State Administration of Traditional Chinese Medicine, China Three Gorges University, Yichang, China
| | - Yuling Liu
- Third-grade Pharmacological Laboratory on Traditional Chinese Medicine, State Administration of Traditional Chinese Medicine, China Three Gorges University, Yichang, China
| | - Qi Zhang
- Third-grade Pharmacological Laboratory on Traditional Chinese Medicine, State Administration of Traditional Chinese Medicine, China Three Gorges University, Yichang, China
| | - Chengfu Yuan
- Third-grade Pharmacological Laboratory on Traditional Chinese Medicine, State Administration of Traditional Chinese Medicine, China Three Gorges University, Yichang, China
- Hubei Key Laboratory of Tumor Microenvironment and Immunotherapy, China Three Gorges University, Yichang, China
- Medical College, China Three Gorges University, Yichang 443002, China
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Gilchrist A, Echeverria SL. Targeting Chemokine Receptor CCR1 as a Potential Therapeutic Approach for Multiple Myeloma. Front Endocrinol (Lausanne) 2022; 13:846310. [PMID: 35399952 PMCID: PMC8991687 DOI: 10.3389/fendo.2022.846310] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 02/08/2022] [Indexed: 02/01/2023] Open
Abstract
Multiple myeloma is an incurable plasma B-cell malignancy with 5-year survival rates approximately 10-30% lower than other hematologic cancers. Treatment options include combination chemotherapy followed by autologous stem cell transplantation. However, not all patients are eligible for autologous stem cell transplantation, and current pharmacological agents are limited in their ability to reduce tumor burden and extend multiple myeloma remission times. The "chemokine network" is comprised of chemokines and their cognate receptors, and is a critical component of the normal bone microenvironment as well as the tumor microenvironment of multiple myeloma. Antagonists targeting chemokine-receptor 1 (CCR1) may provide a novel approach for treating multiple myeloma. In vitro CCR1 antagonists display a high degree of specificity, and in some cases signaling bias. In vivo studies have shown they can reduce tumor burden, minimize osteolytic bone damage, deter metastasis, and limit disease progression in multiple myeloma models. While multiple CCR1 antagonists have entered the drug pipeline, none have entered clinical trials for treatment of multiple myeloma. This review will discuss whether current CCR1 antagonists are a viable treatment option for multiple myeloma, and studies aimed at identifying which CCR1 antagonist(s) are most appropriate for this disease.
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Affiliation(s)
- Annette Gilchrist
- College of Pharmacy-Downers Grove, Department of Pharmaceutical Sciences, Midwestern University, Downers Grove, IL, United States
- *Correspondence: Annette Gilchrist,
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Kamath P, Babu C, Tamgadge A, Pereira T. Multiple myeloma with presentation in the oral cavity. J Oral Maxillofac Pathol 2022; 26:104-107. [PMID: 35571327 PMCID: PMC9106245 DOI: 10.4103/jomfp.jomfp_377_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 11/25/2021] [Accepted: 01/21/2022] [Indexed: 11/25/2022] Open
Abstract
Plasma cell neoplasms may present in the bone as monoclonal gammopathy of undetermined significance, solitary plasmacytoma of bone, multifocal plasma cell neoplasm of bones known as multiple myeloma (MM) and in soft tissues as extramedullary plasmacytoma. MM is a malignant disease of atypical plasma cells characterized by their multifocal proliferation and production of monoclonal immunoglobulins. Often, the initial clinical feature of this disease is subtle and requires trained primary health-care providers to identify this illness and put together a suitable treatment plan. This case report describes a patient with a swelling in the buccal vestibule which on clinical and pathologic investigation turned out to be MM.
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Affiliation(s)
- Pooja Kamath
- Department of Oral and Maxillofacial Pathology, D Y Patil University School of Dentistry, Navi Mumbai, Maharashtra, India
| | - Cathy Babu
- Department of Oral and Maxillofacial Pathology, D Y Patil University School of Dentistry, Navi Mumbai, Maharashtra, India
| | - Avinash Tamgadge
- Department of Oral and Maxillofacial Pathology, D Y Patil University School of Dentistry, Navi Mumbai, Maharashtra, India
| | - Treville Pereira
- Department of Oral and Maxillofacial Pathology, D Y Patil University School of Dentistry, Navi Mumbai, Maharashtra, India
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Chen X, Liu L, Chen M, Xiang J, Wan Y, Li X, Jiang J, Hou J. A Five-Gene Risk Score Model for Predicting the Prognosis of Multiple Myeloma Patients Based on Gene Expression Profiles. Front Genet 2021; 12:785330. [PMID: 34917133 PMCID: PMC8669596 DOI: 10.3389/fgene.2021.785330] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 11/04/2021] [Indexed: 11/13/2022] Open
Abstract
Multiple myeloma is a heterogeneous plasma cell malignancy that remains incurable because of the tendency of relapse for most patients. Survival outcomes may vary widely due to patient and disease variables; therefore, it is necessary to establish a more accurate prognostic model to improve prognostic precision and guide clinical therapy. Here, we developed a risk score model based on myeloma gene expression profiles from three independent datasets: GSE6477, GSE13591, and GSE24080. In this model, highly survival-associated five genes, including EPAS1, ERC2, PRC1, CSGALNACT1, and CCND1, are selected by using the least absolute shrinkage and selection operator (Lasso) regression and univariate and multivariate Cox regression analyses. At last, we analyzed three validation datasets (including GSE2658, GSE136337, and MMRF datasets) to examine the prognostic efficacy of this model by dividing patients into high-risk and low-risk groups based on the median risk score. The results indicated that the survival of patients in low-risk group was greatly prolonged compared with their counterparts in the high-risk group. Therefore, the five-gene risk score model could increase the accuracy of risk stratification and provide effective prediction for the prognosis of patients and instruction for individualized clinical treatment.
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Affiliation(s)
- Xiaotong Chen
- Department of Hematology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lintao Liu
- Department of Hematology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mengping Chen
- Department of Hematology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jing Xiang
- Department of Hematology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yike Wan
- Department of Hematology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xin Li
- Department of Hematology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jinxing Jiang
- Department of Hematology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jian Hou
- Department of Hematology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Liu K, Yin Y, Zhou X, Zhu K, Luo Z. Expression and correlation of IL-2, IL-10 and TNF-α in patients with multiple myeloma-infected herpes zoster treated by bortezomib-containing regimen. Am J Transl Res 2021; 13:13732-13740. [PMID: 35035711 PMCID: PMC8748088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 09/10/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND Multiple myeloma (MM) is a proliferative disease with complex pathogenesis. Most patients will have low body resistance and high inflammatory mediators. Bortezomib is an anti-tumor drug. There are few reports on the clinical efficacy and adverse reactions of bortezomib intervention. This research aimed to explore the effect of bortezomib on inflammation and immune lymphocytes of patients with MM-infected herpes zoster. OBJECTIVE The aim of this study is to explore the effect of bortezomib on inflammation and immune lymphocytes, i.e. the expression and correlation of interleukin (IL)-2, IL-10 and tumor necrosis factor-α (TNF-α) in patients with MM-infected herpes zoster (HZ) receiving bortezomib-containing regimen. METHODS From October 2017 to March 2020, 83 MM patients receiving bortezomib-containing regimen were analyzed retrospectively, patients were divided into infection group (28 cases, IG) and non-infection group (55 cases, NG) based on whether or not they are complicated with HZ Pre- and post-treatment. IL-2, IL-10, TNF-α and immune lymphocytes (CD3+, CD4+, CD8+) were tested by AimPlex multifactor flow detection technique, and the Eastern Cooperative Oncology Group (ECOG) performance status scores were compared before therapy. The independent risk factors of patients receiving bortezomib-containing regimen were analyzed via multivariate logistic regression. RESULTS After therapy, serum IL-2 and TNF-α declined significantly in NG while changed insignificantly in IG. Compared with NG, serum CD3+ and CD4+ in IG increased after treatment, while CD8+ decreased significantly. Before therapy, ECOG score in IG was higher than that in NG. Correlation analysis showed that IL-2 and TNF-α were negatively correlated with CD3+ and CD4+, and positively correlated with CD8+ and ECOG score. IL-10 was the opposite. Multivariate logistic regression analysis identified the independence of declined CD3+, CD4+, CD8+ and IL-10, increased IL-2, TNF-α and ECOG score before treatment as risk factors for HZ. CONCLUSION MM patients have a high incidence of HZ. Before treatment, lymphocytopenia, increased IL-2, TNF-α and decreased IL-10 are important risk factors for HZ.
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Affiliation(s)
- Kang Liu
- Blood Disease Laboratory, Xiangtan Central HospitalXiangtan 411100, Hunan Province, China
| | - Yafei Yin
- Department of Hematology, Xiangtan Central HospitalXiangtan 411100, Hunan Province, China
| | - Xinfu Zhou
- Department of Hematology, Xiangtan Central HospitalXiangtan 411100, Hunan Province, China
| | - Kaibo Zhu
- Department of Hematology, Xiangtan Central HospitalXiangtan 411100, Hunan Province, China
| | - Zimian Luo
- Department of Hematology, Xiangtan Central HospitalXiangtan 411100, Hunan Province, China
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Wang R, Bu W, Yang Y. Identification of Metabolism-Related Genes Influencing Prognosis of Multiple Myeloma Patients. JOURNAL OF HEALTHCARE ENGINEERING 2021; 2021:6574491. [PMID: 34956573 PMCID: PMC8694996 DOI: 10.1155/2021/6574491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 11/19/2021] [Accepted: 11/25/2021] [Indexed: 11/17/2022]
Abstract
Multiple myeloma (MM) is the second most commonly diagnosed hematological malignancy. Understanding the basic mechanisms of the metabolism in MM may lead to new therapies that benefit patients. We collected the gene expression profile data of GSE39754 and performed differential analysis. Furthermore, identify the candidate genes that affect the prognosis of the differentially expressed genes (DEGs) related to the metabolism. Enrichment analysis is used to identify the biological effects of candidate genes. Perform coexpression analysis on the verified DEGs. In addition, the candidate genes are used to cluster MM into different subtypes through consistent clustering. Use LASSO regression analysis to identify key genes, and use Cox regression analysis to evaluate the prognostic effects of key genes. Evaluation of immune cell infiltration in MM is by CIBERSORT. We identified 2821 DEGs, of which 348 genes were metabolic-related prognostic genes and were considered candidate genes. Enrichment analysis revealed that the candidate genes are mainly related to the proteasome, purine metabolism, and cysteine and methionine metabolism signaling pathways. According to the consensus clustering method, we identified the two subtypes of group 1 and group 2 that affect the prognosis of MM patients. Using the LASSO model, we have identified 10 key genes. The prognosis of the high-risk group identified by Cox regression analysis is worse than that of the low-risk group. Among them, PKLR has a greater impact on the prognosis of MM, and the prognosis of MM patients is poor when the expression is high. In addition, the level of immune cell infiltration in the high-risk group is higher than that in the low-risk group. In the summary, metabolism-related genes significantly affect the prognosis of MM patients through the metabolic process of MM patients. PKLR may be a prognostic risk factor for MM patients.
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Affiliation(s)
- Rui Wang
- Department of Hematology, People's Hospital of Lianshui, Lianshui 223400, Huai'an, China
| | - Wenxuan Bu
- Department of Hematology, People's Hospital of Lianshui, Lianshui 223400, Huai'an, China
| | - Yang Yang
- Department of Hematology, People's Hospital of Lianshui, Lianshui 223400, Huai'an, China
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Abstract
BACKGROUND Plasma cell dyscrasias are a spectrum of diseases characterized by clonal plasma cell proliferation. Important entities within this group are monoclonal gammopathy of unknown significance, smoldering multiple myeloma, and symptomatic multiple myeloma. PURPOSE The goal of this review is to illustrate plasma cell dyscrasia imaging findings of bone and bone marrow as seen on whole-body computed tomography (CT) and magnetic resonance imaging (MRI) and to discuss the relevance of imaging for management of patients with plasma cell dyscrasias. MATERIALS AND METHODS Selective literature search with analysis of dedicated original research articles and reviews and discussion of clinical guidelines. RESULTS Diagnostic classification of plasma cell dyscrasias is based on the SLiM-CRAB criteria. CT primarily represents imaging of mineralized bone to show osseous end organ damage by detecting osteodestruction. MRI is primarily used for bone marrow imaging to detect diffuse or focal bone marrow infiltration, even in the absence of bone destruction. Different patterns of bone marrow infiltration can be distinguished. Treatment response is associated with characteristic imaging signs of lesion regression. CONCLUSION Imaging plays a prominent role in treatment stratification of patients with plasma cell dyscrasia at first diagnosis and during follow-up.
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Markovic U, Romano A, Bellofiore C, Condorelli A, Garibaldi B, Bulla A, Duminuco A, Del Fabro V, Di Raimondo F, Conticello C. Role of Serum Free Light Chain Assay in Relapsed/Refractory Multiple Myeloma. A Real-Life Unicentric Retrospective Study. Cancers (Basel) 2021; 13:cancers13236017. [PMID: 34885127 PMCID: PMC8656731 DOI: 10.3390/cancers13236017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 11/24/2021] [Accepted: 11/27/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND In the era of novel drugs a growing number of multiple myeloma (MM) patients are treated until disease progression. Serum free light chain (sFLC) assay is recommended for disease monitoring in oligo-secretory and micromolecular MM. METHODS In this real-life survey, a total of 130 relapsed/refractory MM patients treated at our center with at least three lines were investigated as a retrospective cohort. RESULTS The median age at diagnosis was 64 years and more than half of patients were male. A total of 24 patients (18%) had oligo-secretory/micromolecular disease at diagnosis. More than 20% of 106 normo-secretory patients had oligo-secretory/micromolecular escape. In order to evaluate potential role of sFLC assay before ("pre") and after ("post") every treatment line, involved serum free light chain values (iFLC) less than 138 mg/mL and serum free light chain ratios (FLCr) <25 were identified by using ROC curve analysis. The analysis of the entire cohort throughout four treatment lines demonstrated a statistically significant negative impact on progression-free survival (PFS) for both involved pre-sFLC and its ratio (respectively p = 0.0086 and p = 0.0065). Furthermore, both post-iFLC and post-FLCr greater than the pre-established values had a negative impact on PFS of the study cohort; respectively, p = 0.014 and p = 0.0079. Odds ratio analysis evidenced that patients with both involved post-sFLC greater than 138 mg/mL and post-FLCr above 25 at disease relapse had a higher probability of having clinical relapse (respectively p = 0.026 and p = 0.006). CONCLUSIONS Alterations of sFLC values, namely iFLC and FLCr, both prior to treatment initiation and in the course of therapy at every treatment line, could be of aid in relapse evaluation and treatment outcome. We therefore suggest close periodical monitoring of sFLC assay, independently from secretory status.
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Affiliation(s)
- Uros Markovic
- Division of Hematology, Azienda Policlinico-OVE, University of Catania, 95124 Catania, Italy; (A.R.); (C.B.); (A.C.); (B.G.); (A.B.); (A.D.); (V.D.F.); (F.D.R.); (C.C.)
- Oncohematology and BMT Unit, Mediterranean Institute of Oncology, 95029 Viagrande, Italy
- Correspondence:
| | - Alessandra Romano
- Division of Hematology, Azienda Policlinico-OVE, University of Catania, 95124 Catania, Italy; (A.R.); (C.B.); (A.C.); (B.G.); (A.B.); (A.D.); (V.D.F.); (F.D.R.); (C.C.)
- Postgraduate School of Hematology, University of Catania, 95124 Catania, Italy
| | - Claudia Bellofiore
- Division of Hematology, Azienda Policlinico-OVE, University of Catania, 95124 Catania, Italy; (A.R.); (C.B.); (A.C.); (B.G.); (A.B.); (A.D.); (V.D.F.); (F.D.R.); (C.C.)
- Postgraduate School of Hematology, University of Catania, 95124 Catania, Italy
| | - Annalisa Condorelli
- Division of Hematology, Azienda Policlinico-OVE, University of Catania, 95124 Catania, Italy; (A.R.); (C.B.); (A.C.); (B.G.); (A.B.); (A.D.); (V.D.F.); (F.D.R.); (C.C.)
- Postgraduate School of Hematology, University of Catania, 95124 Catania, Italy
| | - Bruno Garibaldi
- Division of Hematology, Azienda Policlinico-OVE, University of Catania, 95124 Catania, Italy; (A.R.); (C.B.); (A.C.); (B.G.); (A.B.); (A.D.); (V.D.F.); (F.D.R.); (C.C.)
- Postgraduate School of Hematology, University of Catania, 95124 Catania, Italy
| | - Anna Bulla
- Division of Hematology, Azienda Policlinico-OVE, University of Catania, 95124 Catania, Italy; (A.R.); (C.B.); (A.C.); (B.G.); (A.B.); (A.D.); (V.D.F.); (F.D.R.); (C.C.)
| | - Andrea Duminuco
- Division of Hematology, Azienda Policlinico-OVE, University of Catania, 95124 Catania, Italy; (A.R.); (C.B.); (A.C.); (B.G.); (A.B.); (A.D.); (V.D.F.); (F.D.R.); (C.C.)
- Postgraduate School of Hematology, University of Catania, 95124 Catania, Italy
| | - Vittorio Del Fabro
- Division of Hematology, Azienda Policlinico-OVE, University of Catania, 95124 Catania, Italy; (A.R.); (C.B.); (A.C.); (B.G.); (A.B.); (A.D.); (V.D.F.); (F.D.R.); (C.C.)
| | - Francesco Di Raimondo
- Division of Hematology, Azienda Policlinico-OVE, University of Catania, 95124 Catania, Italy; (A.R.); (C.B.); (A.C.); (B.G.); (A.B.); (A.D.); (V.D.F.); (F.D.R.); (C.C.)
- Postgraduate School of Hematology, University of Catania, 95124 Catania, Italy
| | - Concetta Conticello
- Division of Hematology, Azienda Policlinico-OVE, University of Catania, 95124 Catania, Italy; (A.R.); (C.B.); (A.C.); (B.G.); (A.B.); (A.D.); (V.D.F.); (F.D.R.); (C.C.)
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Zhang H, Wu G, Feng J, Lu X, Liu P. Expression of STOML2 promotes proliferation and glycolysis of multiple myeloma cells via upregulating PAI-1. J Orthop Surg Res 2021; 16:667. [PMID: 34774067 PMCID: PMC8590323 DOI: 10.1186/s13018-021-02819-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 11/01/2021] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND This study aimed to investigate the effects of STOML2 and the relationship between STOML2 and PAI-1 in the development of multiple myeloma (MM). METHODS Cell proliferation was tested using CCK-8 assay and cell colony formation assay. Glucose consumption, lactate production and ATP level were measured using commercial kits. The mRNA and protein expression were assessed using quantitative real-time polymerase chain reaction (qRT-PCR) and western blotting, respectively. RESULTS Both mRNA and protein expression of STOML2 were upregulated in MM patients compared to healthy volunteers. CCK-8 and colony formation assays demonstrated that STOML2 silencing inhibited cell proliferation in MM cells. Knockdown of STOML2 reduced glucose consumption, lactate production and ATP/ADP ratios. STOML2 silencing by shSTOML2 led to reduced PAI-1 expression. Overexpression of PAI-1 reversed the inhibitory effects of shSTOML2 on MM cell growth. CONCLUSION Results from this study demonstrated that STOML2 silencing inhibits cell proliferation and glycolysis through downregulation of PAI-1 expression, suggesting a new therapeutic target for MM.
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Affiliation(s)
- Hongxia Zhang
- Department of Hematology, First Affiliated Hospital, School of Medicine, Shihezi University, Shihezi City, 832008, Xinjiang Uygur Autonomous Region, China
| | - Guangsheng Wu
- Department of Hematology, First Affiliated Hospital, School of Medicine, Shihezi University, Shihezi City, 832008, Xinjiang Uygur Autonomous Region, China
| | - Junjian Feng
- Department of Intensive Care Unit, Luzhou People's Hospital, Luzhou City, 646000, Sichuan Province, China
| | - Xiaohong Lu
- Department of Hematology, Luzhou People's Hospital, Luzhou City, 646000, Sichuan Province, China
| | - Ping Liu
- Department of Pathology, Luzhou People's Hospital, Section 2 of JiuGu Avenue, Jiangyang District, Luzhou City, 646000, Sichuan Province, China.
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Repurposing of the ALK Inhibitor Crizotinib for Acute Leukemia and Multiple Myeloma Cells. Pharmaceuticals (Basel) 2021; 14:ph14111126. [PMID: 34832908 PMCID: PMC8617756 DOI: 10.3390/ph14111126] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 10/28/2021] [Accepted: 11/02/2021] [Indexed: 12/18/2022] Open
Abstract
Crizotinib was a first generation of ALK tyrosine kinase inhibitor approved for the treatment of ALK-positive non-small-cell lung carcinoma (NSCLC) patients. COMPARE and cluster analyses of transcriptomic data of the NCI cell line panel indicated that genes with different cellular functions regulated the sensitivity or resistance of cancer cells to crizotinib. Transcription factor binding motif analyses in gene promoters divulged two transcription factors possibly regulating the expression of these genes, i.e., RXRA and GATA1, which are important for leukemia and erythroid development, respectively. COMPARE analyses also implied that cell lines of various cancer types displayed varying degrees of sensitivity to crizotinib. Unexpectedly, leukemia but not lung cancer cells were the most sensitive cells among the different types of NCI cancer cell lines. Re-examining this result in another panel of cell lines indeed revealed that crizotinib exhibited potent cytotoxicity towards acute myeloid leukemia and multiple myeloma cells. P-glycoprotein-overexpressing CEM/ADR5000 leukemia cells were cross-resistant to crizotinib. NCI-H929 multiple myeloma cells were the most sensitive cells. Hence, we evaluated the mode of action of crizotinib on these cells. Although crizotinib is a TKI, it showed highest correlation rates with DNA topoisomerase II inhibitors and tubulin inhibitors. The altered gene expression profiles after crizotinib treatment predicted several networks, where TOP2A and genes related to cell cycle were downregulated. Cell cycle analyses showed that cells incubated with crizotinib for 24 h accumulated in the G2M phase. Crizotinib also increased the number of p-H3(Ser10)-positive NCI-H929 cells illustrating crizotinib's ability to prevent mitotic exit. However, cells accumulated in the sub-G0G1 fraction with longer incubation periods, indicating apoptosis induction. Additionally, crizotinib disassembled the tubulin network of U2OS cells expressing an α-tubulin-GFP fusion protein, preventing migration of cancer cells. This result was verified by in vitro tubulin polymerization assays. In silico molecular docking also revealed a strong binding affinity of crizotinib to the colchicine and Vinca alkaloid binding sites. Taken together, these results demonstrate that crizotinib destabilized microtubules. Additionally, the decatenation assay showed that crizotinib partwise inhibited the catalytic activity of DNA topoisomerase II. In conclusion, crizotinib exerted kinase-independent cytotoxic effects through the dual inhibition of tubulin polymerization and topoisomerase II and might be used to treat not only NSCLC but also multiple myeloma.
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Robak P, Szemraj J, Mikulski D, Drozdz I, Juszczak K, Jarych D, Misiewicz M, Kościelny K, Fendler W, Robak T. Prognostic Value of Resistance Proteins in Plasma Cells from Multiple Myeloma Patients Treated with Bortezomib-Based Regimens. J Clin Med 2021; 10:5028. [PMID: 34768548 PMCID: PMC8584776 DOI: 10.3390/jcm10215028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 10/21/2021] [Accepted: 10/26/2021] [Indexed: 12/20/2022] Open
Abstract
While multiple myeloma (MM) treatment with proteasome inhibitors and other agents yields encouraging results, primary and secondary resistance remains an emerging problem. An important factor in such treatment resistance is the overexpression of several proteins. The present study comprehensively evaluates the expression of POMP, PSMB5, NRF2, XBP1, cMAF and MAFb proteins in plasma cells isolated from the bone marrow of 39 MM patients treated with bortezomib-based regimens using an enzyme-linked immunosorbent assay (ELISA). The proteins were selected on the basis of previous laboratory and clinical studies in bortezomib-treated MM patients. It was found that the expression of the investigated proteins did not significantly differ between bortezomib-sensitive and bortezomib-refractory patients. However, the expression of some proteins correlated with overall survival (OS); this was significantly shorter in patients with higher POMP expression (HR 2.8, 95% CI: 1.1-7.0, p = 0.0277) and longer in those with higher MAFB expression (HR 0.32, 95% CI: 0.13-0.80, p = 0.0147). Our results indicate that a high expression of POMP and MAFB in MM plasma cells may serve as predictors of OS in MM patients treated with bortezomib-based regimens. However, further studies are needed to determine the role of these factors in effective strategies for improving anti-myeloma therapy.
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Affiliation(s)
- Paweł Robak
- Department of Experimental Hematology, Medical University of Lodz, 93-510 Lodz, Poland;
| | - Janusz Szemraj
- Department of Medical Biochemistry, Medical University of Lodz, 92-215 Lodz, Poland; (J.S.); (K.J.)
| | - Damian Mikulski
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, 92-215 Lodz, Poland; (D.M.); (K.K.); (W.F.)
| | - Izabela Drozdz
- Department of Clinical Genetics, Medical University of Lodz, 92-213 Lodz, Poland;
| | - Karolina Juszczak
- Department of Medical Biochemistry, Medical University of Lodz, 92-215 Lodz, Poland; (J.S.); (K.J.)
| | - Dariusz Jarych
- Laboratory of Personalized Medicine, Bionanopark, 93-465 Lodz, Poland;
- Laboratory of Virology, Institute of Medical Biology, Polish Academy of Sciences, 93-232 Lodz, Poland
| | | | - Kacper Kościelny
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, 92-215 Lodz, Poland; (D.M.); (K.K.); (W.F.)
| | - Wojciech Fendler
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, 92-215 Lodz, Poland; (D.M.); (K.K.); (W.F.)
| | - Tadeusz Robak
- Department of Hematology, Medical University of Lodz, 93-510 Lodz, Poland;
- Copernicus Memorial Hospital, 93-513 Lodz, Poland
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Lai Q, Wang M, Hu C, Tang Y, Li Y, Hao S. Circular RNA regulates the onset and progression of cancer through the mitogen-activated protein kinase signaling pathway. Oncol Lett 2021; 22:817. [PMID: 34671431 PMCID: PMC8503804 DOI: 10.3892/ol.2021.13078] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 08/27/2021] [Indexed: 01/04/2023] Open
Abstract
The rapid increase in cancer morbidity and mortality worldwide is a major challenge for public health providers. Therefore, there is an urgent need to explore the molecular mechanism of tumorigenesis and identify potential diagnostic biomarkers and therapeutic methods. Circular RNA (circRNA) is characterized by a stable structure and tissue-specific expression; these features are useful in medical research and clinical applications. In recent years, with the development of high-throughput sequencing technology, the potential use of circRNA in cancer prognosis and treatment has been extensively explored. Abnormal circRNA expression interferes with specific signaling pathways such as the MAPK pathway; this phenomenon may provide potential diagnostic biomarkers and new therapeutic targets. The present article discusses the research progress on the regulatory roles of MAPK/ERK pathway-related circRNA molecules in the development and progression of different types of tumors. This review may provide insight into the development of circRNA-based cancer management strategies.
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Affiliation(s)
- Qun Lai
- Department of Hematology and Oncology, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
| | - Min Wang
- Department of General Surgery, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
| | - Chunmei Hu
- Department of Hematology and Oncology, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
| | - Yan Tang
- Department of Hematology and Oncology, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
| | - Yarong Li
- Department of Hematology and Oncology, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
| | - Shuhong Hao
- Department of Hematology and Oncology, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
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