# Integrated RNA-seq and RT-qPCR Workflow Identifies Non-IGH Fusion Transcripts as Individualized Molecular Markers for Monitoring Multiple Myeloma

**Authors:** Yifei Ren, Yang Lu, Dan Huang, Xuehong Zhang, Beibei Gao, Xijia Wang, Xiangjie Kui, Hongchen Liu, Jiacheng Lou, Jinsong Yan

PMC · DOI: 10.3390/biomedicines14020354 · Biomedicines · 2026-02-03

## TL;DR

A new RNA-seq and RT-qPCR method identifies fusion transcripts in multiple myeloma to track disease progression, especially in non-secretory cases.

## Contribution

An integrated RNA-seq and RT-qPCR workflow is introduced for identifying non-IGH fusion transcripts as personalized molecular markers in multiple myeloma.

## Key findings

- 362 fusion events were identified in MM patients, with 190 non-immunoglobulin fusions characterized.
- Five recurrent fusions were detected across nine patients, linked to RNA splicing and cancer pathways.
- Quantitative fusion transcript monitoring detected relapse earlier than flow cytometry, including in non-secretory MM.

## Abstract

Background: Multiple myeloma (MM) is a hematologic malignancy characterized by clonal plasma cell expansion and diverse genomic rearrangements, including immunoglobulin heavy chain (IGH) translocations. Although RNA sequencing enables the comprehensive detection of IGH-associated fusions, routine molecular monitoring remains limited, particularly in non-secretory MM (NSMM), which lacks measurable serologic markers. Methods: Here, we contracted an integrated system combining RNA sequencing (RNA-seq) and reverse transcription quantitative polymerase chain reaction (RT-qPCR) to identify and validate fusion gene-based molecular markers for minimal residual disease (MRD) monitoring. Results: The global fusion landscape was delineated by the sequencing analysis of bone marrow samples from 22 newly diagnosed patients with MM. A total of 362 fusion events were identified, of which 190 non-immunoglobulin fusions were selected for detailed characterization. Recurrent breakpoints were concentrated on chromosomes 1 and 19, and five recurrent fusions, DDX5::EEF1A1, OAZ1::KLF2, OAZ1::KLF16, PFKFB3::LINC02649, and PLXNB2::SCO2, were detected across nine patients. Functional enrichment analyses indicated the significant involvement of these genes in RNA splicing regulation, transcriptional misregulation in cancer-related pathways, and focal adhesion processes. Twenty-three fusion transcripts were validated using RT-PCR and Sanger sequencing, demonstrating high specificity for MM. Longitudinal monitoring revealed that the quantitative assessment of fusion transcript levels enabled earlier relapse detection than flow cytometry, including in NSMM, where conventional MRD tools are ineffective. Conclusions: These findings suggest that individualized fusion transcripts serve as robust molecular markers for MRD surveillance. The proposed RNA-seq–RT-qPCR pipeline offers a clinically practical strategy to enhance precision diagnosis and personalized treatment in MM.

## Linked entities

- **Genes:** IGH (immunoglobulin heavy locus) [NCBI Gene 3492], DDX5 (DEAD-box helicase 5) [NCBI Gene 1655], EEF1A1 (eukaryotic translation elongation factor 1 alpha 1) [NCBI Gene 1915], OAZ1 (ornithine decarboxylase antizyme 1) [NCBI Gene 4946], KLF2 (KLF transcription factor 2) [NCBI Gene 10365], KLF16 (KLF transcription factor 16) [NCBI Gene 83855], PFKFB3 (6-phosphofructo-2-kinase/fructose-2,6-biphosphatase 3) [NCBI Gene 5209], LINC02649 (long intergenic non-protein coding RNA 2649) [NCBI Gene 399715], PLXNB2 (plexin B2) [NCBI Gene 23654], SCO2 (synthesis of cytochrome C oxidase 2) [NCBI Gene 9997]
- **Diseases:** Multiple Myeloma (MONDO:0009693), non-secretory Multiple Myeloma (MONDO:0004817)

## Full-text entities

- **Genes:** NRAS (NRAS proto-oncogene, GTPase) [NCBI Gene 4893] {aka ALPS4, CMNS, N-ras, NCMS, NRAS1, NS6}, ITGB7 (integrin subunit beta 7) [NCBI Gene 3695], DDX5 (DEAD-box helicase 5) [NCBI Gene 1655] {aka G17P1, HLR1, HUMP68, p68}, BRAF (B-Raf proto-oncogene, serine/threonine kinase) [NCBI Gene 673] {aka B-RAF1, B-raf, BRAF-1, BRAF1, NS7, RAFB1}, CCND1 (cyclin D1) [NCBI Gene 595] {aka BCL1, D11S287E, PRAD1, U21B31}, NSD2 (nuclear receptor binding SET domain protein 2) [NCBI Gene 7468] {aka KMT3F, KMT3G, MMSET, RAUST, REIIBP, TRX5}, EGFL7 (EGF like domain multiple 7) [NCBI Gene 51162] {aka NEU1, VE-STATIN, ZNEU1}, MAF (MAF bZIP transcription factor) [NCBI Gene 4094] {aka AYGRP, CCA4, CTRCT21, c-MAF}, FGFR3 (fibroblast growth factor receptor 3) [NCBI Gene 2261] {aka ACH, CD333, CEK2, HSFGFR3EX, JTK4}, IRF4 (interferon regulatory factor 4) [NCBI Gene 3662] {aka IMD131, LSIRF, MUM1, NF-EM5, SHEP8}, SDC1 (syndecan 1) [NCBI Gene 6382] {aka CD138, SDC, SYND1, syndecan}, MYC (MYC proto-oncogene, bHLH transcription factor) [NCBI Gene 4609] {aka MRTL, MYCC, bHLHe39, c-Myc}, KDM3A (lysine demethylase 3A) [NCBI Gene 55818] {aka JHDM2A, JHMD2A, JMJD1, JMJD1A, TSGA}, MAFB (MAF bZIP transcription factor B) [NCBI Gene 9935] {aka DURS3, KRML, MCTO}, ITGB3 (integrin subunit beta 3) [NCBI Gene 3690] {aka BDPLT16, BDPLT2, BDPLT24, CD61, FMAIT1, GP3A}, KLF2 (KLF transcription factor 2) [NCBI Gene 10365] {aka LKLF}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, LOC102723407 (immunoglobulin heavy variable 4-38-2-like) [NCBI Gene 102723407] {aka IGHV4, IGHV4-30, IGHV4-38-2, IGHV4-39, IGHV4-b, IGVH4-39}, IGH (immunoglobulin heavy locus) [NCBI Gene 3492] {aka IGD1, IGH.1@, IGH@, IGHD@, IGHDY1, IGHJ}, IGHD (immunoglobulin heavy constant delta) [NCBI Gene 3495], ABL1 (ABL proto-oncogene 1, non-receptor tyrosine kinase) [NCBI Gene 25] {aka ABL, BCR-ABL, CHDSKM, JTK7, bcr/abl, c-ABL}, OAZ1 (ornithine decarboxylase antizyme 1) [NCBI Gene 4946] {aka AZ1, AZI, OAZ}
- **Diseases:** T-cell leukemia virus 1 infection (MESH:D015458), tumorigenesis (MESH:D063646), hematologic malignancy (MESH:D019337), injury to (MESH:D014947), leukemia (MESH:D007938), MM (MESH:D009101), acute lymphoblastic leukemia (MESH:D054198), cancer (MESH:D009369)
- **Chemicals:** polyamine (MESH:D011073), ddH2O (-), adenosine (MESH:D000241)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

30 references — full list in the complete paper: https://tomesphere.com/paper/PMC12937900/full.md

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Source: https://tomesphere.com/paper/PMC12937900