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

Author:

Puła Anna12ORCID,Robak Paweł23ORCID,Jarych Dariusz4ORCID,Mikulski Damian25ORCID,Misiewicz Małgorzata1,Drozdz Izabela6ORCID,Fendler Wojciech5ORCID,Szemraj Janusz7ORCID,Robak Tadeusz18ORCID

Affiliation:

1. Department of Hematology, Medical University of Lodz, 93-510 Lodz, Poland

2. Department of Hematooncology, Copernicus Memorial Hospital, 93-510 Lodz, Poland

3. Department of Experimental Hematology, Medical University of Lodz, 93-510 Lodz, Poland

4. Laboratory of Virology, Institute of Medical Biology, Polish Academy of Sciences, 93-232 Lodz, Poland

5. Department of Biostatistics and Translational Medicine, Medical University of Lodz, 92-215 Lodz, Poland

6. Department of Clinical Genetics, Medical University of Lodz, 92-213 Lodz, Poland

7. Department of Medical Biochemistry, Medical University of Lodz, 92-215 Lodz, Poland

8. Department of General Hematology, Copernicus Memorial Hospital, 93-510 Lodz, Poland

Abstract

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.

Funder

NCN

Polish Ministry of Science and Higher Education

Publisher

MDPI AG

Subject

Inorganic Chemistry,Organic Chemistry,Physical and Theoretical Chemistry,Computer Science Applications,Spectroscopy,Molecular Biology,General Medicine,Catalysis

Reference59 articles.

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