The Relationship between Serum miRNAs and Early Mortality in Multiple Myeloma Patients Treated with Bortezomib-Based Regimens

被引:2
作者
Pula, Anna [1 ,2 ]
Robak, Pawel [2 ,3 ]
Jarych, Dariusz [4 ]
Mikulski, Damian [2 ,5 ]
Misiewicz, Malgorzata [1 ]
Drozdz, Izabela [6 ]
Fendler, Wojciech [5 ]
Szemraj, Janusz [7 ]
Robak, Tadeusz [1 ,8 ]
机构
[1] Med Univ Lodz, Dept Hematol, PL-93510 Lodz, Poland
[2] Copernicus Mem Hosp, Dept Hematooncol, PL-93510 Lodz, Poland
[3] Med Univ Lodz, Dept Expt Hematol, PL-93510 Lodz, Poland
[4] Polish Acad Sci, Inst Med Biol, Lab Virol, PL-93232 Lodz, Poland
[5] Med Univ Lodz, Dept Biostat & Translat Med, PL-92215 Lodz, Poland
[6] Med Univ Lodz, Dept Clin Genet, PL-92213 Lodz, Poland
[7] Med Univ Lodz, Dept Med Biochem, PL-92215 Lodz, Poland
[8] Copernicus Mem Hosp, Dept Gen Hematol, PL-93510 Lodz, Poland
关键词
multiple myeloma; early mortality; blood plasma; circulating miRNA; hematological malignancies; molecular biomarker; multiparametric model; prognosis; PLUS THALIDOMIDE; ELDERLY-PATIENTS; INITIAL THERAPY; RISK-FACTORS; EARLY DEATH; EXPRESSION; PREDNISONE; MELPHALAN; INVASION; CELLS;
D O I
10.3390/ijms24032938
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Multiple myeloma (MM) is a hematological malignancy characterized by the clonal proliferation of plasma cells in the bone marrow (BM) microenvironment. Despite the progress made in treatment, some MM patients still die within the first year of diagnosis. Numerous studies investigating microRNA (miRNA) expression patterns suggest they may be good prognostic markers. The primary aim of this study was to analyze the expression of selected miRNAs in the serum of MM patients who were later treated with bortezomib-based regimens, and to determine their potential to predict early mortality. The study was conducted in 70 prospectively recruited patients with newly diagnosed MM admitted to the Department of Hematology of the Copernicus Memorial Hospital, Lodz (Poland) between 2017 and 2021. Among them, 17 patients experienced death within 12 months of diagnosis. The expression of 31 selected miRNAs was determined using a miRCURY LNA miRNA Custom PCR Panel. The obtained clinical data included patient characteristics on diagnosis, treatment regimen, response to treatment, and follow-up. Differential expression analysis found two miRNAs to be significantly downregulated in the early mortality group: hsa-miR-328-3p (fold change-FC: 0.72, p = 0.0342) and hsa-miR-409-3p (FC: 0.49, p = 0.0357). Univariate and multivariate logistic regression analyses were performed to assess the early mortality rate. The final model consisted of hsa-miR-409-3p, hsa-miR-328-3p, age, and R-ISS 3. It yielded an area under the curve (AUC) of 0.863 (95%CI: 0.761-0.965) with 88.2% sensitivity and 77.5% specificity. Further external validation of our model is needed to confirm its clinical value.
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页数:12
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