# Gene expression and molecular pathway analyses differentiate immunotherapy-induced myositis from spontaneous dermatomyositis

**Authors:** Magdalena Röckel, Luca Musella, Corinna Preusse, Josefine Radke, Lisa Zimmer, Kai-Martin Thoms, Florentia Dimitriou, Matthias Endres, Wolfgang Böhmerle, Waltraud Fröhlich, Sami Tayb-Boulahfa, Sarah Leonard-Louis, Yves Allenbach, Carola Berking, Werner Stenzel, Samuel Knauss, Julio Vera, Lucie Heinzerling

PMC · DOI: 10.1038/s41598-025-11944-5 · Scientific Reports · 2025-08-04

## TL;DR

This study compares gene activity in muscle tissue to distinguish between myositis caused by immunotherapy and a similar condition that occurs naturally.

## Contribution

The study identifies distinct gene expression patterns and molecular pathways that differentiate immunotherapy-induced myositis from spontaneous dermatomyositis.

## Key findings

- Immunotherapy-induced myositis shows upregulation of type-II IFN signaling, while spontaneous dermatomyositis shows type-I IFN signaling.
- Key genes like FOXP3 and CCL14 are differentially expressed, suggesting T cell activation in immunotherapy-induced myositis.
- Gene expression differences highlight distinct regulatory hubs and interactions in ICI-related myositis compared to spontaneous cases.

## Abstract

Immune checkpoint inhibitor therapy (ICI)-induced myositis (irMyositis) occurs in about 1% of patients treated with anti-PD1 or anti-CTLA-4 antibodies and can be debilitating or even fatal. We compared gene expression profiles from skeletal muscle biopsies between irMyositis patients, patients with spontaneous dermatomyositis (DM, comprising anti-Mi2-positive and anti-TIF1-γ-positive subtypes), and non-diseased controls (NDC). We used the NanoString nCounter PanCancer Immune Profiling Panel to perform differential gene expression (DGE) and pathway enrichment analyses. We identified 93 differentially expressed genes (DEGs) across conditions. Gene set enrichment analysis (GSEA) suggested activation of interferon gamma (type-II IFN) and interferon alpha/beta (type-I IFN) signaling in irMyositis and DM, respectively. For instance, type-II IFN was upregulated exclusively in irMyositis when compared to DM, which conversely showed upregulation of effector genes downstream type-I IFN. The observed fold-change of a subset of 33 genes drove the GSEA. We further characterized the DEGs using network interaction and expression correlation analyses. This allowed us to describe potential differences between regulatory hubs and cells involved in irMyositis susceptible to ICI effects. For example, the downregulation of FOXP3 we observed together with the upregulation of the chemokine CCL14 in irMyositis may have been a consequence of T cell activation upon ICI therapy. The gene expression correlation and putative molecular interactions set irMyositis apart from DM, particularly with respect to IFN response and DGE of interactors of ICI protein targets (CTLA4, PD-1, PD-L1). Our results suggest new avenues for understanding immunotherapy-related adverse events.

The online version contains supplementary material available at 10.1038/s41598-025-11944-5.

## Linked entities

- **Genes:** FOXP3 (forkhead box P3) [NCBI Gene 50943], CCL14 (C-C motif chemokine ligand 14) [NCBI Gene 6358], CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493], PDCD1 (programmed cell death 1) [NCBI Gene 5133], CD274 (CD274 molecule) [NCBI Gene 29126]
- **Diseases:** dermatomyositis (MONDO:0016367)

## Full-text entities

- **Genes:** FOXP3 (forkhead box P3) [NCBI Gene 50943] {aka AIID, DIETER, IPEX, JM2, PIDX, XPID}, IFI27 (interferon alpha inducible protein 27) [NCBI Gene 3429] {aka FAM14D, ISG12, ISG12A, P27}, NT5E (5'-nucleotidase ecto) [NCBI Gene 4907] {aka CALJA, CD73, E5NT, NT, NT5, NTE}, CR1 (complement C3b/C4b receptor 1 (Knops blood group)) [NCBI Gene 1378] {aka C3BR, C4BR, CD35, KN}, ISG15 (ISG15 ubiquitin like modifier) [NCBI Gene 9636] {aka G1P2, IFI15, IMD38, IP17, UCRP, hUCRP}, CD3D (CD3 delta subunit of T-cell receptor complex) [NCBI Gene 915] {aka CD3-DELTA, CD3DELTA, IMD19, T3D}, PTPN11 (protein tyrosine phosphatase non-receptor type 11) [NCBI Gene 5781] {aka BPTP3, CFC, JMML, METCDS, NS1, PTP-1D}, STAT1 (signal transducer and activator of transcription 1) [NCBI Gene 6772] {aka CANDF7, IMD31A, IMD31B, IMD31C, ISGF-3, STAT91}, CLEC4D (C-type lectin domain family 4 member D) [NCBI Gene 338339] {aka CD368, CLEC-6, CLEC6, CLECSF8, Dectin-3, MCL}, CD19 (CD19 molecule) [NCBI Gene 930] {aka B4, CVID3}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, IL21R (interleukin 21 receptor) [NCBI Gene 50615] {aka CD360, IMD56, NILR}, CBFB (core-binding factor subunit beta) [NCBI Gene 865] {aka CLCD2, PEBP2B}, TYK2 (tyrosine kinase 2) [NCBI Gene 7297] {aka IMD35, JTK1}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, HMGCR (3-hydroxy-3-methylglutaryl-CoA reductase) [NCBI Gene 3156] {aka LDLCQ3, LGMDR28, MYPLG}, HLA-A (major histocompatibility complex, class I, A) [NCBI Gene 3105] {aka HLAA}, SNCA (synuclein alpha) [NCBI Gene 6622] {aka NACP, PARK1, PARK4, PD1}, CASP10 (caspase 10) [NCBI Gene 843] {aka ALPS2, FLICE-2, FLICE2, MCH4}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, ISYNA1 (inositol-3-phosphate synthase 1) [NCBI Gene 51477] {aka INO1, INOS, IPS, IPS 1, IPS-1}, CMPK1 (cytidine/uridine monophosphate kinase 1) [NCBI Gene 51727] {aka CK, CMK, CMPK, UMK, UMP-CMPK, UMPK}, TRIM63 (tripartite motif containing 63) [NCBI Gene 84676] {aka CMH31, IRF, MURF1, MURF2, RNF28, SMRZ}, OAS3 (2'-5'-oligoadenylate synthetase 3) [NCBI Gene 4940] {aka p100, p100OAS}, IFI35 (interferon induced protein 35) [NCBI Gene 3430] {aka IFP35}, CCL13 (C-C motif chemokine ligand 13) [NCBI Gene 6357] {aka CKb10, MCP-4, NCC-1, NCC1, SCYA13, SCYL1}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, IFNA1 (interferon alpha 1) [NCBI Gene 3439] {aka IFL, IFN, IFN-ALPHA, IFN-alphaD, IFNA13, IFNA@}, CD209 (CD209 molecule) [NCBI Gene 30835] {aka CDSIGN, CLEC4L, DC-SIGN, DC-SIGN1, hDC-SIGN}, RIGI (RNA sensor RIG-I) [NCBI Gene 23586] {aka DDX58, RIG-I, RIG1, RLR-1, SGMRT2}, IRF1 (interferon regulatory factor 1) [NCBI Gene 3659] {aka IMD117, IRF-1, MAR}, ISG20 (interferon stimulated exonuclease gene 20) [NCBI Gene 3669] {aka CD25, HEM45}, PVR (PVR cell adhesion molecule) [NCBI Gene 5817] {aka CD155, HVED, NECL5, Necl-5, PVS, TAGE4}, MAPK1 (mitogen-activated protein kinase 1) [NCBI Gene 5594] {aka ERK, ERK-2, ERK2, ERT1, MAPK2, NS13}, HLA-C (major histocompatibility complex, class I, C) [NCBI Gene 3107] {aka D6S204, HLA-JY3, HLAC, HLC-C, MHC, PSORS1}, CD28 (CD28 molecule) [NCBI Gene 940] {aka IMD123, Tp44}, PSMB8 (proteasome 20S subunit beta 8) [NCBI Gene 5696] {aka ALDD, D6S216, D6S216E, JMP, LMP7, NKJO}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, TIGIT (T cell immunoreceptor with Ig and ITIM domains) [NCBI Gene 201633] {aka VSIG9, VSTM3, WUCAM}, KLRC2 (killer cell lectin like receptor C2) [NCBI Gene 3822] {aka CD159c, NKG2-C, NKG2C}, IRF7 (interferon regulatory factor 7) [NCBI Gene 3665] {aka IMD39, IRF-7, IRF-7H, IRF7A, IRF7B, IRF7C}, FCGR1A (Fc gamma receptor Ia) [NCBI Gene 2209] {aka CD64, CD64A, FCG1, FCGR1, FCRI, FcgammaRI}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, MORC3 (MORC family CW-type zinc finger 3) [NCBI Gene 23515] {aka NXP2, ZCW5, ZCWCC3}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, FBXO32 (F-box protein 32) [NCBI Gene 114907] {aka Fbx32, MAFbx}, MX1 (MX dynamin like GTPase 1) [NCBI Gene 4599] {aka IFI-78K, IFI78, MX, MxA, lncMX1-215}, IFNA17 (interferon alpha 17) [NCBI Gene 3451] {aka IFN-alphaI, IFNA, INFA, LEIF2C1}, HLA-G (major histocompatibility complex, class I, G) [NCBI Gene 3135] {aka MHC-G}, TRIM25 (tripartite motif containing 25) [NCBI Gene 7706] {aka EFP, RNF147, Z147, ZNF147}, RUNX1 (RUNX family transcription factor 1) [NCBI Gene 861] {aka AML1, AML1-EVI-1, AMLCR1, CBF2alpha, CBFA2, EVI-1}, IFIT1 (interferon induced protein with tetratricopeptide repeats 1) [NCBI Gene 3434] {aka C56, G10P1, IFI-56, IFI-56K, IFI56, IFIT-1}, CD163 (CD163 molecule) [NCBI Gene 9332] {aka M130, MM130, SCARI1}, GZMB (granzyme B) [NCBI Gene 3002] {aka C11, CCPI, CGL-1, CGL1, CSP-B, CSPB}, IFNA8 (interferon alpha 8) [NCBI Gene 3445] {aka IFN-alphaB}, CFB (complement factor B) [NCBI Gene 629] {aka AHUS4, ARMD14, BF, BFD, CFAB, CFBD}, ZNF205 (zinc finger protein 205) [NCBI Gene 7755] {aka RhitH, ZNF210, Zfp13}, CCL14 (C-C motif chemokine ligand 14) [NCBI Gene 6358] {aka CC-1, CC-3, CKB1, HCC-1, HCC-1(1-74), HCC-1/HCC-3}, CD8B (CD8 subunit beta) [NCBI Gene 926] {aka CD8B1, CD8beta, LEU2, LY3, LYT3, Ly-3}
- **Diseases:** endometrioid adenocarcinoma (MESH:D018269), myopathy of external ocular muscles (MESH:D017246), fatigue (MESH:D005221), inclusion body myositis (MESH:D018979), myalgic symptoms (MESH:D015673), RCC (MESH:D002292), diplopia (MESH:D004172), ophthalmoplegia (MESH:D009886), antisynthetase syndrome (MESH:C537778), autoimmune conditions (MESH:D001327), DM (MESH:D003882), upper and lower extremity weakness (MESH:D020335), ISGs (MESH:C535530), APC (MESH:C535887), atrophy (MESH:D001284), colitis (MESH:D003092), muscle (MESH:D019042), IIM (MESH:D056728), periungual erythema (MESH:D004890), E.A. (MESH:D016751), necrosis (MESH:D009336), metastases (MESH:D009362), DM (MESH:D009223), myopathic (MESH:D009135), tetraparesis (MESH:C565722), hepatitis (MESH:D056486), irAE (MESH:D002318), hemiplegia (MESH:D006429), hip flexor palsy M4 (MESH:D015479), heliotrope rash (MESH:D005076), myalgia (MESH:D063806), melanoma (MESH:D008545), N.M. (MESH:C566367), Cutaneous melanoma (MESH:C562393), axial weakness (MESH:D018908), myocarditis (MESH:D009205), immune-mediated necrotizing myopathy (MESH:C567355), inflammation (MESH:D007249), vascular damage (MESH:D057772), Cancer (MESH:D009369), Stroke (MESH:D020521), IIMs (MESH:D009220), NDC (MESH:D007174), Myasthenia-gravis (MESH:D009157), S.L. (MESH:D018455), CPM (MESH:D009845), skin lesions (MESH:D012871)
- **Chemicals:** mp. (MESH:C063925), JV (-), Pembro (MESH:C582435), Ipi (MESH:D000074324), rituximab (MESH:D000069283), methylprednisolone (MESH:D008775), Nivo (MESH:D000077594), steroid (MESH:D013256)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** A, R, M
- **Cell lines:** HSA — Canis lupus familiaris (Dog), Canine hemangiosarcoma, Cancer cell line (CVCL_WS63), HIP1 — Homo sapiens (Human), Chronic myelogenous leukemia, BCR-ABL1 positive, Cancer cell line (CVCL_SR40)

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12322072/full.md

## References

2 references — full list in the complete paper: https://tomesphere.com/paper/PMC12322072/full.md

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Source: https://tomesphere.com/paper/PMC12322072