Bone marrow miRNA signatures differentiate Waldenström macroglobulinemia from multiple myeloma and reflect disease‑specific regulatory programs

Abstract Waldenström macroglobulinemia (WM) and multiple myeloma (MM) are biologically distinct monoclonal gammopathies with partly overlapping clinical and laboratory features. In this exploratory study, we compared WM with a non-IgM MM to investigate whether bone marrow miRNA expression patterns differ between these entities and whether selected miRNAs could provide biological or diagnostic insight. Small RNA sequencing of bone marrow-derived cell fractions identified eight miRNAs differentially expressed between WM and MM. Among them, miR-92a-3p and miR-155-5p were upregulated in WM and were subsequently validated by RT-qPCR, showing promising discriminatory performance in bone marrow samples. In contrast, analysis of circulating miRNAs in peripheral blood serum showed limited concordance with bone marrow expression and did not reliably distinguish WM from MM, suggesting that serum miRNA levels may be influenced by additional systemic, cellular, and microenvironmental factors. To explore the potential biological context of the dysregulated miRNAs, predicted target genes were integrated with protein–protein interaction network and functional enrichment analyses. These exploratory analyses highlighted several hub genes, including EGFR , KRAS , MAPK1 , STAT3 , PTEN , HIF1A , and CCND1, and suggested enrichment of pathways related to PI3K/Akt, MAPK, HIF-1, and EGFR signaling, cellular senescence, cell cycle, and immune regulation. Collectively, our findings indicate that selected bone marrow miRNAs, particularly miR-92a-3p and miR-155-5p, may help distinguish WM from MM in this cohort and may reflect differences in underlying cellular and regulatory programs. Further validation in independent cohorts, including diagnostically challenging IgM monoclonal gammopathies, is warranted.

Authors

Publication Details

Journal
Scientific Reports
Published
2026-09-14
DOI
https://doi.org/10.1038/s41598-026-71627-7
Primary Topic
Chronic Lymphocytic Leukemia Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Bone marrow miRNA signatures differentiate Waldenström macroglobulinemia from multiple myeloma and reflect disease‑specific regulatory programs

Sabina Ševčı́ková, Lenka Radová, Michal Kaščák, Monika Vlachová et al.
Scientific Reports
Chronic Lymphocytic Leukemia Research
article

Bone marrow miRNA signatures differentiate Waldenström macroglobulinemia from multiple myeloma and reflect disease‑specific regulatory programs

Sabina Ševčı́ková, Lenka Radová, Michal Kaščák, Monika Vlachová, Tereza Růžičková, Marie Jarošová, Viera Sandecká, Petra Vychytilová-Faltejsková
article en

Abstract

Abstract Waldenström macroglobulinemia (WM) and multiple myeloma (MM) are biologically distinct monoclonal gammopathies with partly overlapping clinical and laboratory features. In this exploratory study, we compared WM with a non-IgM MM to investigate whether bone marrow miRNA expression patterns differ between these entities and whether selected miRNAs could provide biological or diagnostic insight. Small RNA sequencing of bone marrow-derived cell fractions identified eight miRNAs differentially expressed between WM and MM. Among them, miR-92a-3p and miR-155-5p were upregulated in WM and were subsequently validated by RT-qPCR, showing promising discriminatory performance in bone marrow samples. In contrast, analysis of circulating miRNAs in peripheral blood serum showed limited concordance with bone marrow expression and did not reliably distinguish WM from MM, suggesting that serum miRNA levels may be influenced by additional systemic, cellular, and microenvironmental factors. To explore the potential biological context of the dysregulated miRNAs, predicted target genes were integrated with protein–protein interaction network and functional enrichment analyses. These exploratory analyses highlighted several hub genes, including EGFR , KRAS , MAPK1 , STAT3 , PTEN , HIF1A , and CCND1, and suggested enrichment of pathways related to PI3K/Akt, MAPK, HIF-1, and EGFR signaling, cellular senescence, cell cycle, and immune regulation. Collectively, our findings indicate that selected bone marrow miRNAs, particularly miR-92a-3p and miR-155-5p, may help distinguish WM from MM in this cohort and may reflect differences in underlying cellular and regulatory programs. Further validation in independent cohorts, including diagnostically challenging IgM monoclonal gammopathies, is warranted.

Scientific Reports
Reduced inequalities
Openalex Percentile: Top 11%
Chronic Lymphocytic Leukemia Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Bone marrow miRNA signatures differentiate Waldenström macroglobulinemia from multiple myeloma and reflect disease‑specific regulatory programs — Sabina Ševčı́ková, Lenka Radová, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS