# Phosphoproteomic Profiling of Multiple Myeloma Based on Ex Vivo Drug Sensitivity Resistance Testing Identifies Phosphorylation Signatures Associated with Drug Response

**Authors:** Katie Dunphy, Ellen Purcell, Caroline A. Heckman, Paul Dowling, Despina Bazou, Peter O’Gorman

PMC · DOI: 10.3390/biom16020323 · Biomolecules · 2026-02-19

## TL;DR

This study uses phosphoproteomic analysis to identify phosphorylation patterns linked to drug sensitivity and resistance in multiple myeloma patients.

## Contribution

The study introduces phosphoproteomic signatures associated with drug response in multiple myeloma, offering new insights into resistance mechanisms.

## Key findings

- Highly sensitive patients show increased phosphorylation in translation and RNA processing pathways.
- Resistant patients exhibit elevated phosphorylation in tight junctions and signaling pathways like Rap1 and phosphatidylinositol.
- The study provides a phosphoproteomic dataset linking phosphorylation patterns to drug response in multiple myeloma.

## Abstract

Multiple myeloma (MM) is characterised by the clonal expansion of plasma cells in the bone marrow followed by end-organ damage. Despite a significant increase in the five-year survival rate in recent years, MM is still considered an incurable disease as patients will repeatedly relapse and develop resistance to standard-of-care therapies. A central theme for the personalization of MM therapy is understanding the biological mechanisms of drug resistance and identifying clinically relevant biomarkers of therapeutic response. Highly effective protocols for the enrichment of phosphorylated peptides followed by high-resolution mass spectrometry makes possible the quantitation of thousands of site-specific phosphorylation events, principally on serine, threonine or tyrosine residues. In this study, phosphoproteomic analysis of 20 MM patient cell lysates was performed, stratified based on their ex vivo drug response profiles to Bortezomib and Lenalidomide, two of the most foundational therapeutic agents in the management of MM. In this study, patients who are highly sensitive to these drugs show increased phosphorylation of proteins concerned with translation and RNA processing including the spliceosome, RNA transport and RNA binding pathways, while highly resistant patients demonstrated an increased phosphorylation of proteins involved with tight junctions, the Rap1 signalling pathway and the phosphatidylinositol signalling system. This study has established a phosphoproteomic dataset displaying unique phosphorylation signatures associated with drug sensitivity in MM patient plasma cells. The identification of phosphorylation signatures associated with drug resistance provides the foundation for further exploration of these mechanisms and associated signalling pathways to further characterise drug resistance mechanisms in MM and identify promising biomarkers of therapeutic response and targets for drug re-sensitization in MM.

## Linked entities

- **Chemicals:** Bortezomib (PubChem CID 387447), Lenalidomide (PubChem CID 216326)
- **Diseases:** Multiple myeloma (MONDO:0009693)

## Full-text entities

- **Genes:** PRKCB (protein kinase C beta) [NCBI Gene 5579] {aka PKC-beta, PKCB, PKCI(2), PKCbeta, PRKCB1, PRKCB2}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}, BCL2 (BCL2 apoptosis regulator) [NCBI Gene 596] {aka Bcl-2, PPP1R50}, PDIK1L (PDLIM1 interacting kinase 1 like) [NCBI Gene 149420] {aka CLIK1L, STK35L2}, CSNK2A1 (casein kinase 2 alpha 1) [NCBI Gene 1457] {aka CK2A1, CKII, Cka1, Cka2, OCNDS}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, HSPB2 (heat shock protein family B (small) member 2) [NCBI Gene 3316] {aka HSP27, Hs.78846, LOH11CR1K, MKBP}, IKBKB (inhibitor of nuclear factor kappa B kinase subunit beta) [NCBI Gene 3551] {aka IKK-2, IKK-beta, IKK2, IKKB, IMD15, IMD15A}, TCOF1 (treacle ribosome biogenesis factor 1) [NCBI Gene 6949] {aka MFD1, TCS, TCS1, treacle}, BAG6 (BAG cochaperone 6) [NCBI Gene 7917] {aka BAG-6, BAT3, D6S52E, G3}, SRC (SRC proto-oncogene, non-receptor tyrosine kinase) [NCBI Gene 6714] {aka ASV, SRC1, THC6, c-SRC, p60-Src}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, BAX (BCL2 associated X, apoptosis regulator) [NCBI Gene 581] {aka BCL2L4}, PTPRC (protein tyrosine phosphatase receptor type C) [NCBI Gene 5788] {aka B220, CD45, CD45R, GP180, IMD105, L-CA}, APP (amyloid beta precursor protein) [NCBI Gene 351] {aka AAA, ABETA, ABPP, AD1, APPI, CTFgamma}, CHUK (component of inhibitor of nuclear factor kappa B kinase complex) [NCBI Gene 1147] {aka BPS2, IKBKA, IKK-1, IKK-alpha, IKK1, IKKA}, IGH (immunoglobulin heavy locus) [NCBI Gene 3492] {aka IGD1, IGH.1@, IGH@, IGHD@, IGHDY1, IGHJ}, FYN (FYN proto-oncogene, Src family tyrosine kinase) [NCBI Gene 2534] {aka SLK, SYN, p59-FYN}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, BAZ1B (bromodomain adjacent to zinc finger domain 1B) [NCBI Gene 9031] {aka WBSCR10, WBSCR9, WSTF}, FLNA (filamin A) [NCBI Gene 2316] {aka ABP-280, ABPX, CSBS, CVD1, FGS2, FLN}, KALRN (kalirin RhoGEF kinase) [NCBI Gene 8997] {aka ARHGEF24, CHDS5, DUET, DUO, HAPIP, KALNC2}, RAP1A (RAP1A, member of RAS oncogene family) [NCBI Gene 5906] {aka C21KG, G-22K, KREV-1, KREV1, RAP1, SMGP21}, SDC1 (syndecan 1) [NCBI Gene 6382] {aka CD138, SDC, SYND1, syndecan}
- **Diseases:** plasma cell malignancies (MESH:D054219), end-organ damage (MESH:C564816), cytotoxicity (MESH:D064420), hypercalcemia (MESH:D006934), bone lesions (MESH:D001847), breast cancer (MESH:D001943), SSDA (MESH:D065309), breast, colon, and ovarian (MESH:D010051), inflammatory (MESH:D007249), injury to (MESH:D014947), prostate cancer (MESH:D011471), CML (MESH:D015451), MM (MESH:D009101), renal insufficiency (MESH:D051437), cancer (MESH:D009369), carcinogenesis (MESH:D063646), hematologic malignancy (MESH:D019337), bone marrow failure (MESH:D000080983)
- **Chemicals:** phosphopeptide (MESH:D010748), CellTiter (-), HEPES (MESH:D006531), penicillin (MESH:D010406), Apatorsen (MESH:C000595177), Lenalidomide (MESH:D000077269), serine (MESH:D012694), TFA (MESH:D014269), ABC (MESH:C027043), L-glutamine (MESH:D005973), CO2 (MESH:D002245), DMSO (MESH:D004121), threonine (MESH:D013912), NaCl (MESH:D012965), sodium deoxycholate (MESH:D003840), phosphatidylinositol (MESH:D010716), NTA (MESH:D009571), formic acid (MESH:C030544), tamoxifen (MESH:D013629), NP-40 (MESH:C010615), streptomycin (MESH:D013307), water (MESH:D014867), tyrosine (MESH:D014443), Fe (MESH:D007501), imatinib (MESH:D000068877), Peptides (MESH:D010455), Bortezomib (MESH:D000069286), benzethonium chloride (MESH:D001558), ACN (MESH:C084683), SDS (MESH:D012967)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** HS-5 — Homo sapiens (Human), Transformed cell line (CVCL_3720)

## Full text

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## Figures

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## References

62 references — full list in the complete paper: https://tomesphere.com/paper/PMC12938258/full.md

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Source: https://tomesphere.com/paper/PMC12938258