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Yigit Ayhan E, Pinar IE, Ozkocaman V, Ozkalemkas F. Red Cell Distribution Width at Diagnosis Reflects Advanced Disease While Dynamic Changes Predict Survival at Relapse in Multiple Myeloma: A Retrospective Study. Cureus 2024; 16:e75662. [PMID: 39803057 PMCID: PMC11725307 DOI: 10.7759/cureus.75662] [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: 12/13/2024] [Indexed: 01/16/2025] Open
Abstract
Introduction Multiple myeloma (MM) is a complex plasma cell malignancy characterized by clonal proliferation and monoclonal immunoglobulin production. Despite the availability of several prognostic markers for MM, many are challenging to implement routine clinical practice due to cost, complexity, or lack of standardization. Red cell distribution width (RDW), a cost-effective and routinely measured parameter in complete blood counts, has gained increasing attention as a prognostic marker due to its association with disease severity and outcomes in MM. This study investigates the prognostic utility of RDW in MM, focusing on its relationship with patient outcomes, particularly in those undergoing autologous stem cell transplantation (ASCT). Methods This retrospective study included 218 patients diagnosed with MM between 2010 and 2018. Demographic, clinical, and laboratory data, including RDW levels at ASCT and first relapse, were collected. Patients were stratified into high (>16.5%) and low (≤16.5%) RDW groups. The impact of RDW levels and their changes on progression-free survival (PFS) and overall survival (OS) were analyzed using Kaplan-Meier and log-rank tests. Results Higher RDW levels at diagnosis were significantly associated with advanced disease stages, notably R-ISS stage 3 (p=0.022). While no significant survival differences were observed based on baseline RDW levels, dynamic changes in RDW from diagnosis to first relapse were strongly prognostic. Patients maintaining low RDW had the longest PFS (37 months) and OS (88.8 months), whereas those transitioning from low to high RDW experienced the shortest PFS (nine months) and OS (40.6 months). At relapse, patients with low RDW demonstrated superior outcomes (PFS: 34 vs. 14 months, OS: 81.2 vs. 40.6 months; p<0.001). ASCT markedly improved survival outcomes, with longer PFS (p=0.028) and OS (p<0.001). Higher hemoglobin levels (>10 g/dL) were also associated with extended PFS (p=0.038). Reassessing RDW prior to ASCT did not yield significant differences, suggesting that the prognostic value of RDW lies in its dynamic changes, particularly around relapse events. Conclusions RDW levels at diagnosis reflect advanced disease stages in MM but are not independent predictors of survival. However, dynamic changes in RDW, particularly from diagnosis to relapse, highlight its potential as a robust marker for monitoring disease progression and relapse risk. ASCT remains a cornerstone of MM management, significantly improving survival outcomes and complementing RDW trends in prognosis. Standardizing RDW thresholds and integrating its dynamic trends into clinical workflows could enhance risk stratification and personalized treatment strategies. Prospective, multi-center trials are essential to validate these findings and establish RDW's role in comprehensive prognostic frameworks for MM.
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Affiliation(s)
- Elif Yigit Ayhan
- Department of Internal Medicine, Bursa Uludag University, Bursa, TUR
| | - Ibrahim E Pinar
- Department of Internal Medicine, Isparta City Hospital, Isparta, TUR
| | - Vildan Ozkocaman
- Department of Internal Medicine, Bursa Uludag University, Bursa, TUR
| | - Fahir Ozkalemkas
- Department of Internal Medicine, Bursa Uludag University, Bursa, TUR
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Yu JR, Wu YT, Sung YJ, Chiueh TS, Yu WH, Hwang FN, Wu ZQ, Anwar Z, Lin WY, Wang HY. Improving Interpretation Consistency of Serum Capillary Electrophoresis by Development of Quantitative Graphic Indexes. Int J Mol Sci 2024; 25:12240. [PMID: 39596306 PMCID: PMC11594780 DOI: 10.3390/ijms252212240] [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: 09/19/2024] [Revised: 11/11/2024] [Accepted: 11/11/2024] [Indexed: 11/28/2024] Open
Abstract
Capillary zone electrophoresis-immunosubtraction (CZE-IS) is an essential laboratory test in diagnosing plasma cell neoplasms. However, the current interpretation of the test results is subjective. To evaluate CZE-IS in a more precise manner, this study proposed five key indexes, namely sharpness index, light chain index, immunoglobulin G index, immunoglobulin A index, and immunoglobulin M index. The reference intervals of these indexes were established using CZE-IS curve data from a clinical laboratory of a referral medical center. A total of 1000 cases with normal electrophoretic patterns were sampled for reference intervals establishment, and an additional 20 cases were included for validation. The following reference intervals in the γ zone were established: 1-6 (sharpness index), 1.06-2.71 (light chain index), 37-454 (immunoglobulin G index), (-9)-41 (immunoglobulin A index), and (-16)-46 (immunoglobulin M index). For the β2 zone, the reference intervals were 3-17 (sharpness index), 0.44-1.90 (light chain index), (-7)-61 (immunoglobulin G index), 2-117 (immunoglobulin A index), and (-12)-35 (immunoglobulin M index). The diagnostic performance of reference intervals of the proposed indexes in validation ranged from 95% to 100%. CZE-IS indexes provide the objective quantification of key characteristics of CZE-IS curves and improve the precision of CZE-IS interpretation.
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Affiliation(s)
- Jia-Ruei Yu
- Department of Laboratory Medicine, Chang Gung Memorial Hospital, Linkou Main Branch, Taoyuan City 333, Taiwan; (J.-R.Y.); (T.-S.C.)
| | - Yu-Tan Wu
- Department of Mathematics, National Central University, Taoyuan City 320, Taiwan; (Y.-T.W.); (Y.-J.S.); (W.-H.Y.); (F.-N.H.); (Z.-Q.W.)
| | - Yi-Juan Sung
- Department of Mathematics, National Central University, Taoyuan City 320, Taiwan; (Y.-T.W.); (Y.-J.S.); (W.-H.Y.); (F.-N.H.); (Z.-Q.W.)
| | - Tzong-Shi Chiueh
- Department of Laboratory Medicine, Chang Gung Memorial Hospital, Linkou Main Branch, Taoyuan City 333, Taiwan; (J.-R.Y.); (T.-S.C.)
| | - Wei-Hsuan Yu
- Department of Mathematics, National Central University, Taoyuan City 320, Taiwan; (Y.-T.W.); (Y.-J.S.); (W.-H.Y.); (F.-N.H.); (Z.-Q.W.)
| | - Feng-Nan Hwang
- Department of Mathematics, National Central University, Taoyuan City 320, Taiwan; (Y.-T.W.); (Y.-J.S.); (W.-H.Y.); (F.-N.H.); (Z.-Q.W.)
| | - Zong-Qi Wu
- Department of Mathematics, National Central University, Taoyuan City 320, Taiwan; (Y.-T.W.); (Y.-J.S.); (W.-H.Y.); (F.-N.H.); (Z.-Q.W.)
| | - Zayd Anwar
- Department of Internal Medicine, Vassar Brothers Medical Center, Poughkeepsie, NY 12601, USA;
| | - Wan-Ying Lin
- Department of Medicine, University of California San Diego, San Diego, CA 92093, USA;
| | - Hsin-Yao Wang
- Department of Laboratory Medicine, Chang Gung Memorial Hospital, Linkou Main Branch, Taoyuan City 333, Taiwan; (J.-R.Y.); (T.-S.C.)
- School of Medicine, National Tsing Hua University, Hsinchu City 300, Taiwan
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Sun M, Xiao Q, Wang X, Yang C, Chen C, Tian X, Wang S, Li H, Qiu S, Shu J, Shou Y, Liang Y, Xue T, Chen K. Tumor-associated macrophages modulate angiogenesis and tumor growth in a xenograft mouse model of multiple myeloma. Leuk Res 2021; 110:106709. [PMID: 34560409 DOI: 10.1016/j.leukres.2021.106709] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 09/03/2021] [Accepted: 09/15/2021] [Indexed: 01/27/2023]
Abstract
Tumor-associated macrophages (TAMs) are closely associated with poor multiple myeloma (MM) prognosis. Therefore, in-depth understanding of the mechanism by which TAM supports MM progression may lead to its effective treatment. We used the MM nude mouse subcutaneous xenograft model to evaluate the efficacy of the macrophage-depleting agent clodronate liposome (Clo) against MM and elucidate the mode of action of this therapy. At the same time, observe whether the elimination of TAM in vivo while silencing the expression of VEGFA has the same effect as in vitro experiments. We also used Clo to eliminate macrophages and reinjected M1 or M2 TAM through mouse tail veins to investigate the effects of various macrophage subtypes on MM xenograft tumor growth. We applied qRT-PCR, immunohistochemistry, and enzyme-linked immunosorbent assay to quantify VEGFA, CD31, and CD163 expression in tumor tissues and sera. Removal of TAMs from the tumor microenvironment impeded tumor growth. The combination of Clo plus VEGFA siRNA had a stronger inhibitory effect on tumor growth than Clo alone, and M2 and M1 macrophages promoted and inhibited tumor growth, respectively. Macrophage depletion combined with cytokine blocking is a promising MM treatment. Targeted M2 macrophage elimination together with cytokine block may be more effective at inhibiting MM growth than either treatment alone. The results of the present study lay an empirical foundation for the development of novel therapeutic strategies for MM.
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Affiliation(s)
- Miaomiao Sun
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China; Henan Province Key Laboratory of Tumor Pathology, Department of Pathology of The First Affiliated Hospital of Zhengzhou University, No. 40 Daxue Road, Zhengzhou, 450003, Henan, People's Republic of China
| | - Qiankun Xiao
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China; School of Life Sciences, Zhengzhou University, No. 100 Kexue Da Dao, Zhengzhou, 450001, Henan, People's Republic of China; BGI College, Zhengzhou University, No. 40 Daxue Road, Zhengzhou, 450052, Henan, People's Republic of China
| | - Xiaoqian Wang
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China; BGI College, Zhengzhou University, No. 40 Daxue Road, Zhengzhou, 450052, Henan, People's Republic of China
| | - Chenbo Yang
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China
| | - Chao Chen
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China
| | - Xiangyu Tian
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China
| | - Shuaiyuan Wang
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China
| | - Hui Li
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China
| | - Sen Qiu
- People's Hospital of Zhengzhou, Henan University of Chinese Medicine, No. 33 Huanghe Road, Zhengzhou, 410105, Henan, People's Republic of China
| | - Jiao Shu
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China; Henan Province Key Laboratory of Tumor Pathology, Department of Pathology of The First Affiliated Hospital of Zhengzhou University, No. 40 Daxue Road, Zhengzhou, 450003, Henan, People's Republic of China
| | - Yuwei Shou
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China
| | - Yinghao Liang
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China
| | - Tong Xue
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China
| | - Kuisheng Chen
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Dong Road, Zhengzhou, 450052, Henan, People's Republic of China; Henan Province Key Laboratory of Tumor Pathology, Department of Pathology of The First Affiliated Hospital of Zhengzhou University, No. 40 Daxue Road, Zhengzhou, 450003, Henan, People's Republic of China.
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