# Next-Generation Biomarkers in Multiple Myeloma: Advancing Diagnosis, Risk Stratification, and Precision Therapy Beyond Current Guidelines

**Authors:** Marta Marques de Carvalho Lopes, Laura do Amaral Xavier, Silvia Cristina Verde Mendes Nolasco, Simone Rodrigues Ribeiro, Danila Felix Coutinho, Adriano de Paula Sabino

PMC · DOI: 10.3390/ph19020320 · 2026-02-14

## TL;DR

This paper reviews new biomarkers for multiple myeloma that could improve diagnosis, treatment decisions, and patient outcomes beyond current standards.

## Contribution

The paper identifies novel biomarker categories with translational potential for advancing precision therapy in multiple myeloma.

## Key findings

- Biomarkers like ctDNA methylome and single-cell multiomics show promise for risk stratification and early progression detection.
- Proteomics of surface antigens and PET/CT radiomics may guide therapy selection and identify new targets.
- Current diagnostic and therapeutic models can be enhanced by integrating advanced biomarker platforms.

## Abstract

Multiple myeloma (MM) is an oncohematological neoplasm characterized by the abnormal proliferation of neoplastic plasma cells in the bone marrow and the excessive secretion of monoclonal antibodies into the bloodstream. Approximately 3 to 5% of patients present with a variant form of the disease where there is no secretion of monoclonal proteins, characterizing the non-secretory MM picture. It exhibits a highly complex and heterogeneous genetic signature, allowing the disease to be classified into premalignant entities and symptomatic forms. In this context, an integrative narrative review was conducted, encompassing genomic, epigenomic, proteomic, metabolomic, and radiomic biomarkers described in the literature between 2018 and 2025. Emphasis was placed on their translational potential, current limitations in clinical practice, and gaps within recent recommendations. Several categories of biomarkers, particularly ctDNA methylome, single-cell multiomics, proteomics of surface antigens, functional ex vivo assays, and PET/CT radiomics, demonstrate strong potential for enhancing risk stratification, detecting early progression, guiding therapy selection, and identifying novel therapeutic targets. These applications extend beyond existing guideline frameworks. Thus, integrating advanced biomarker platforms can overcome limitations of current diagnostic and therapeutic models and enhance precision strategies across plasma cell disorders.

## Linked entities

- **Diseases:** multiple myeloma (MONDO:0009693)

## Full-text entities

- **Genes:** FAM133A (family with sequence similarity 133 member A) [NCBI Gene 286499] {aka CT115}, FCRL5 (Fc receptor like 5) [NCBI Gene 83416] {aka BXMAS1, CD307, CD307e, FCRH5, IRTA2, PRO820}, DDIT4 (DNA damage inducible transcript 4) [NCBI Gene 54541] {aka Dig2, REDD-1, REDD1}, IGH (immunoglobulin heavy locus) [NCBI Gene 3492] {aka IGD1, IGH.1@, IGH@, IGHD@, IGHDY1, IGHJ}, IGHD (immunoglobulin heavy constant delta) [NCBI Gene 3495], DNTT (DNA nucleotidylexotransferase) [NCBI Gene 1791] {aka TDT}, TENT5C (terminal nucleotidyltransferase 5C) [NCBI Gene 54855] {aka FAM46C}, PSMB5 (proteasome 20S subunit beta 5) [NCBI Gene 5693] {aka LMPX, MB1}, FSD1 (fibronectin type III and SPRY domain containing 1) [NCBI Gene 79187] {aka GLFND, MIR1}, SLAMF7 (SLAM family member 7) [NCBI Gene 57823] {aka 19A, CD319, CRACC, CS1}, ZNF275 (zinc finger protein 275) [NCBI Gene 10838], MYOM2 (myomesin 2) [NCBI Gene 9172] {aka TTNAP}, NRAS (NRAS proto-oncogene, GTPase) [NCBI Gene 4893] {aka ALPS4, CMNS, N-ras, NCMS, NRAS1, NS6}, MAF (MAF bZIP transcription factor) [NCBI Gene 4094] {aka AYGRP, CCA4, CTRCT21, c-MAF}, SDC1 (syndecan 1) [NCBI Gene 6382] {aka CD138, SDC, SYND1, syndecan}, QTRT1 (queuine tRNA-ribosyltransferase catalytic subunit 1) [NCBI Gene 81890] {aka FP3235, TGT, TGUT}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, BRAF (B-Raf proto-oncogene, serine/threonine kinase) [NCBI Gene 673] {aka B-RAF1, B-raf, BRAF-1, BRAF1, NS7, RAFB1}, GPRC5D (G protein-coupled receptor class C group 5 member D) [NCBI Gene 55507], MYB (MYB proto-oncogene, transcription factor) [NCBI Gene 4602] {aka Cmyb, c-myb, c-myb_CDS, efg}, DIS3 (DIS3 exosome endoribonuclease and 3'-5' exoribonuclease) [NCBI Gene 22894] {aka 2810028N01Rik, EXOSC11, KIAA1008, RRP44, dis3p}, PRR15 (proline rich 15) [NCBI Gene 222171], KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, CHRDL1 (chordin like 1) [NCBI Gene 91851] {aka CHL, MGC1, MGCN, NRLN1, VOPT, dA141H5.1}, TNFSF11 (TNF superfamily member 11) [NCBI Gene 8600] {aka CD254, ODF, OPGL, OPTB2, RANKL, TNLG6B}, PYCR1 (pyrroline-5-carboxylate reductase 1) [NCBI Gene 5831] {aka ARCL2B, ARCL3B, P5C, P5CR, PIG45, PP222}, MIR124-1 (microRNA 124-1) [NCBI Gene 406907] {aka MIR124A, MIR124A1, MIRN124-1, MIRN124A1, mir-124-1}, HK2 (hexokinase 2) [NCBI Gene 3099] {aka HKII, HXK2}, GDE1 (glycerophosphodiester phosphodiesterase 1) [NCBI Gene 51573] {aka 363E6.2, MIR16}, NSD2 (nuclear receptor binding SET domain protein 2) [NCBI Gene 7468] {aka KMT3F, KMT3G, MMSET, RAUST, REIIBP, TRX5}, PIM2 (Pim-2 proto-oncogene, serine/threonine kinase) [NCBI Gene 11040]
- **Diseases:** bone fractures (MESH:D050723), bone pain (MESH:D010146), glioma (MESH:D005910), prostate cancer (MESH:D011471), injury to (MESH:D014947), disease (MESH:D004194), Tumors (MESH:D009369), cytogenetic abnormalities (MESH:D002869), Complement-Dependent Cytotoxicity (MESH:D019966), Renal failure (MESH:D051437), MM (MESH:D009101), carcinogenesis (MESH:D063646), SMM (MESH:D000075122), frailty (MESH:D000073496), hypoxia (MESH:D000860), osteolytic lesion (MESH:D030981), hematological malignancies (MESH:D019337), IgG (MESH:D017099), SLiM (MESH:D019247), death (MESH:D003643), Anemia (MESH:D000740), osteoporosis (MESH:D010024), t(14;16) (MESH:C567430), Bone lesions (MESH:D001847), hypercalcemia (MESH:D006934), Light-Chain Monoclonal Gammopathy (MESH:D010265), OGM (MESH:D042822), non-Hodgkin's lymphomas (MESH:D008228), t(4;14) (MESH:C535733), renal dysfunction (MESH:D007674), amyloidosis (MESH:D000686), Lymphoplasmacytic Lymphoma (MESH:D008223), plasma cell disorders (MESH:D007952), t(14;20) (MESH:C567001), Hyper Calcemia (MESH:D007589), LC-MGUS (MESH:D008998), LPL (MESH:D008072), Waldenstrom Macroglobulinemia (MESH:D008258)
- **Chemicals:** choline (MESH:D002794), bortezomib (MESH:D000069286), valine (MESH:D014633), leucine (MESH:D007930), Cereblon (-), 18F-FDG (MESH:D019788), lenalidomide (MESH:D000077269), dexamethasone (MESH:D003907), lipid (MESH:D008055), Daratumumab (MESH:C556306), glutamine (MESH:D005973), ATP (MESH:D000255), calcium (MESH:D002118), creatinine (MESH:D003404), tryptophan (MESH:D014364)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** V600E

## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12944283/full.md

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Source: https://tomesphere.com/paper/PMC12944283