# Integrated Omics Approach to Delineate the Mechanisms of Doxorubicin-Induced Cardiotoxicity

**Authors:** Mohamed S. Dabour, Ibrahim Y. Abdelgawad, Bushra Sadaf, Mary R. Daniel, Marianne K. O. Grant, Anne H. Blaes, Pamala A. Jacobson, Beshay N. Zordoky

PMC · DOI: 10.3390/ph19020234 · 2026-01-29

## TL;DR

This study uses multi-omics to uncover molecular pathways and timing of heart damage caused by doxorubicin chemotherapy.

## Contribution

The study integrates transcriptomics and proteomics to reveal dynamic molecular changes in doxorubicin-induced cardiotoxicity.

## Key findings

- Stress-responsive genes and circadian regulators were upregulated, while Apelin and Cd74 were downregulated.
- Proteomics identified elevated serpina3n, thrombospondin-1, and epoxide hydrolase 1 in mouse hearts and plasma from patients.
- Early responses involved inflammation and apoptosis, while delayed responses included cell cycle and DNA repair activation.

## Abstract

Background/Objectives: Doxorubicin (DOX) is an effective chemotherapeutic agent whose clinical utility is limited by cardiotoxicity. To investigate underlying mechanisms, we employed a multi-omics approach integrating transcriptomics and proteomics, leveraging established mouse models of chronic DOX-induced cardiotoxicity. Methods: Five-week-old male mice received weekly DOX (4 mg/kg) or saline injections for six weeks, with heart tissues harvested 4 days post-treatment. Differentially expressed genes (DEGs) and proteins (DEPs) were identified by bulk RNA-seq and proteomics, validated via qPCR and Western blot, respectively. Key DEPs were validated in plasma samples from DOX-treated breast cancer patients. Additionally, temporal comparison was conducted between DEPs in the mice hearts 4 days and 6 weeks post-DOX. Results: RNA-seq revealed upregulation of stress-responsive genes (Phlda3, Trp53inp1) and circadian regulators (Nr1d1), with downregulation of Apelin and Cd74. Proteomics identified upregulation of serpina3n, thrombospondin-1, and epoxide hydrolase 1. Plasma SERPINA3 concentrations were significantly elevated in breast cancer patients 24 h post-DOX. Gene set enrichment analysis (GSEA) revealed upregulated pathways, including p53 signaling, apoptosis, and unfolded protein response. Integrated omics analysis revealed 2089 gene–protein pairs. GSEA of concordant gene–protein pairs implicated p53 signaling, apoptosis, and epithelial–mesenchymal transition in upregulated pathways, while oxidative phosphorylation and metabolic pathways were downregulated. Temporal comparison with a delayed timepoint (6 weeks post-DOX) uncovered dynamic remodeling of cardiac signaling, with early response dominated by inflammatory and apoptotic responses, and delayed response marked by cell cycle and DNA repair pathway activation. Conclusions: This integrated omics study reveals key molecular pathways and temporal changes in DOX-induced cardiotoxicity, identifying potential biomarkers for future cardioprotective strategies.

## Linked entities

- **Genes:** PHLDA3 (pleckstrin homology like domain family A member 3) [NCBI Gene 23612], Trp53inp1 (transformation related protein 53 inducible nuclear protein 1) [NCBI Gene 60599], NR1D1 (nuclear receptor subfamily 1 group D member 1) [NCBI Gene 9572], CD74 (CD74 molecule) [NCBI Gene 972], TP53 (tumor protein p53) [NCBI Gene 7157]
- **Proteins:** Serpina3n (serine (or cysteine) peptidase inhibitor, clade A, member 3N), THBS1 (thrombospondin 1), SERPINA3 (serpin family A member 3)
- **Chemicals:** doxorubicin (PubChem CID 31703)
- **Diseases:** breast cancer (MONDO:0004989)
- **Species:** Mus musculus (taxon 10090)

## Full-text entities

- **Genes:** Serpina1e (serine (or cysteine) peptidase inhibitor, clade A, member 1E) [NCBI Gene 20704] {aka Dom5, PI5, Spi1-5}, Apcs (amyloid P component, serum) [NCBI Gene 20219] {aka Sap}, Slc38a1 (solute carrier family 38, member 1) [NCBI Gene 105727] {aka Gm32457, NAT2, SNAT1}, Ighv1-82 (immunoglobulin heavy variable 1-82) [NCBI Gene 100775175] {aka Gm16747}, Serpina1a (serine (or cysteine) peptidase inhibitor, clade A, member 1A) [NCBI Gene 20700] {aka Aat-2, Aat2, Dom1, PI1, Spi1-1, Spi1-3}, Xirp2 (xin actin-binding repeat containing 2) [NCBI Gene 241431] {aka 2310003D02Rik, 2310008C07Rik, A530024P18Rik, Cmya3, Gm352, Xin2}, Hp (haptoglobin) [NCBI Gene 15439] {aka HP-1, preHP2}, Fth1 (ferritin heavy polypeptide 1) [NCBI Gene 14319] {aka FHC, Fth, HFt, MFH}, H2-Aa (histocompatibility 2, class II antigen A, alpha) [NCBI Gene 14960] {aka Aalpha, H-2Aa, H2Aa, I-Aalpha, IAalpha, Ia-1}, Saa1 (serum amyloid A 1) [NCBI Gene 20208] {aka Saa-1, Saa2}, Myh7 (myosin, heavy polypeptide 7, cardiac muscle, beta) [NCBI Gene 140781] {aka B-MHC, MYH-beta/slow, MyHC-I, Myhc-b, Myhcb, beta-MHC}, Dbp (D site albumin promoter binding protein) [NCBI Gene 13170], Nr1d2 (nuclear receptor subfamily 1, group D, member 2) [NCBI Gene 353187] {aka RVR, Rev-erb}, Hspb1 (heat shock protein family B (small) member 1) [NCBI Gene 15507] {aka 27kDa, Hsp25}, Tmem135 (transmembrane protein 135) [NCBI Gene 72759] {aka 2810439K08Rik, PMP52}, Clock (clock circadian regulator) [NCBI Gene 12753] {aka 5330400M04Rik, KAT13D}, Bdh1 (3-hydroxybutyrate dehydrogenase, type 1) [NCBI Gene 71911] {aka 2310032J20Rik, Bdh}, Ighg2b (immunoglobulin heavy constant gamma 2B) [NCBI Gene 16016] {aka IgG2b, Igh-3, gamma2b}, Trp53inp1 (transformation related protein 53 inducible nuclear protein 1) [NCBI Gene 60599] {aka 2700057G22Rik, SIP, SIP18, SIP27, Stinp, Teap}, Per1 (period circadian clock 1) [NCBI Gene 18626] {aka Hftm, Per, m-rigui, mPer1}, Mki67 (antigen identified by monoclonal antibody Ki 67) [NCBI Gene 17345] {aka D630048A14Rik, Ki-67, Ki67}, Tpm1 (tropomyosin 1, alpha) [NCBI Gene 22003] {aka TM2, TPM1kappa, Tm3, Tmpa, Tpm-1, alpha-TM}, Serpina3m (serine (or cysteine) peptidase inhibitor, clade A, member 3M) [NCBI Gene 20717] {aka 3e46, MMCM7, MMSPi2.4, Spi-2l, Spi-2rs1, Spi2-rs1}, Ciita (class II transactivator) [NCBI Gene 12265] {aka C2ta, EG669998, Gm9475, Mhc2ta}, Atp2a2 (ATPase, Ca++ transporting, cardiac muscle, slow twitch 2) [NCBI Gene 11938] {aka 9530097L16Rik, D5Wsu150e, SERCA2, SERCA2B, Serca2a, mKIAA4195}, Hk1 (hexokinase 1) [NCBI Gene 15275] {aka Hk-1, Hk1-s, dea, mHk1-s}, Ighm (immunoglobulin heavy constant mu) [NCBI Gene 16019] {aka Igh-6, Igh-M, Igh6, Igm, TC1460681, muH}, Nr1d1 (nuclear receptor subfamily 1, group D, member 1) [NCBI Gene 217166] {aka A530070C09Rik}, Myc (Myc proto-oncogene, bHLH transcription factor) [NCBI Gene 17869] {aka Myc2, Niard, Nird, bHLHe39}, Bmal1 (basic helix-loop-helix ARNT like 1) [NCBI Gene 11865] {aka Arnt3, Arntl, BMAL1b, MOP3, bHLHe5, bmal1b'}, Mif (macrophage migration inhibitory factor (glycosylation-inhibiting factor)) [NCBI Gene 17319] {aka DER6, GIF, Glif}, Hpx (hemopexin) [NCBI Gene 15458] {aka Hpxn, hx}, Il2 (interleukin 2) [NCBI Gene 16183] {aka Il-2}, Ighg2c (immunoglobulin heavy constant gamma 2C) [NCBI Gene 404711] {aka Igh-1b}, Slc17a5 (solute carrier family 17 (anion/sugar transporter), member 5) [NCBI Gene 235504] {aka 4631416G20Rik, 4732491M05, AST, ISSD, NSD, SD}, Serpina3n (serine (or cysteine) peptidase inhibitor, clade A, member 3N) [NCBI Gene 20716] {aka Spi2-2, Spi2.2, Spi2/eb.4}, Tmsb4x (thymosin, beta 4, X chromosome) [NCBI Gene 19241] {aka Ptmb4, Tb4, Tbeta4}, H2-Ab1 (histocompatibility 2, class II antigen A, beta 1) [NCBI Gene 14961] {aka Abeta, H-2Ab, H2-Ab, I-Abeta, IAb, Ia-2}, Ryr2 (ryanodine receptor 2, cardiac) [NCBI Gene 20191] {aka 9330127I20Rik, RYR-2}, H2-DMb1 (histocompatibility 2, class II, locus Mb1) [NCBI Gene 14999] {aka H-2Mb1, H2-Mb1}, TrnQ (tRNA-Gln) [NCBI Gene 17740], Hspa1b (heat shock protein family A (Hsp70) member 1B) [NCBI Gene 15511] {aka HSP70B1, Hsp70, Hsp70-1, Hsp70.1, hsp68}, Hbb-bs (hemoglobin, beta adult s chain) [NCBI Gene 100503605] {aka Beta-s, Hbbt1, Hbbt2}, Car1 (carbonic anhydrase 1) [NCBI Gene 12346] {aka Ca1, Car-1}, Akt1 (Akt serine/threonine kinase 1) [NCBI Gene 11651] {aka Akt, LTR-akt, PKB, PKB/Akt, PKBalpha, Rac}, Apln (apelin) [NCBI Gene 30878] {aka 6030430G11Rik, Apel}, Gpt (glutamic pyruvic transaminase, soluble) [NCBI Gene 76282] {aka 1300007J06Rik, 2310022B03Rik, ALT, ALT1, Gpt-1, Gpt1}, Hba-a1 (hemoglobin alpha, adult chain 1) [NCBI Gene 15122] {aka Hba, Hba1, Hbat1}, Per2 (period circadian clock 2) [NCBI Gene 18627] {aka mKIAA0347, mPer2}, Phlda3 (pleckstrin homology like domain, family A, member 3) [NCBI Gene 27280] {aka Tih1}, Ighg1 (immunoglobulin heavy constant gamma 1 (G1m marker)) [NCBI Gene 16017] {aka IgG1, Igh-4, VH7183}, Cirbp (cold inducible RNA binding protein) [NCBI Gene 12696] {aka Cirp}, SERPINA3 (serpin family A member 3) [NCBI Gene 12] {aka AACT, ACT, GIG24, GIG25}, Cd74 (CD74 antigen (invariant polypeptide of major histocompatibility complex, class II antigen-associated)) [NCBI Gene 16149] {aka CLIP, DHLAG, HLADG, Ia-GAMMA, Ii}, Pln (phospholamban) [NCBI Gene 18821] {aka Plb}, Nppa (natriuretic peptide type A) [NCBI Gene 230899] {aka ANP, Anf, CDD, Pnd}, Trp53-ps (transformation related protein 53, pseudogene) [NCBI Gene 22060], Csf1r (colony stimulating factor 1 receptor) [NCBI Gene 12978] {aka CD115, CSF-1R, Csfmr, Fim-2, Fim2, Fms}, Ighg3 (Immunoglobulin heavy constant gamma 3) [NCBI Gene 380795] {aka IgG3}, Car2 (carbonic anhydrase 2) [NCBI Gene 12349] {aka CAII, Ca2, Car-2, Ltw-5, Lvtw-5}
- **Diseases:** toxicity (MESH:D064420), acute myocardial infarction (MESH:D009203), Remodeling and Contractile Dysfunction (MESH:D066253), cardiovascular damage (MESH:D002318), immune abnormalities (MESH:D007154), post (MESH:D000094025), lipid metabolism impairment (MESH:D052439), leukemias (MESH:D007938), solid (MESH:D018250), stage I-III (MESH:D062706), cardiac remodeling (MESH:D020257), calcium-handling abnormalities (MESH:C562385), cardiac injury (MESH:D006331), lymphomas (MESH:D008223), heart failure (MESH:D006333), infarct (MESH:D007238), Breast Cancer (MESH:D001943), endothelial dysfunction (MESH:D014652), Cancer (MESH:D009369), Mitochondrial Dysfunction (MESH:D028361), injury to (MESH:D014947), inflammation (MESH:D007249), cardiomyocyte loss (MESH:D016388), cardiac fibrosis (MESH:D005355), cardiomyocyte damage (MESH:D020263), Cardiotoxicity (MESH:D066126), sarcomas (MESH:D012509), paralysis (MESH:D010243), cardiomyopathy (MESH:D009202), stroke (MESH:D020521), ventricular dilation (MESH:C566255)
- **Chemicals:** fatty acid (MESH:D005227), dUTP (MESH:C027078), dexrazoxane (MESH:D064730), heme (MESH:D006418), DOX (MESH:D004317), PBS (-), melatonin (MESH:D008550), calcium (MESH:D002118), ROS (MESH:D017382), calcitriol (MESH:D002117), lipid (MESH:D008055), triethylammonium bicarbonate (MESH:C041737), BCA (MESH:C047117), dTTP (MESH:C024157), SYBR Green (MESH:C098022), ketone (MESH:D007659), nitrogen (MESH:D009584), formic acid (MESH:C030544), anthracycline (MESH:D018943), oxygen (MESH:D010100), poly-T (MESH:D011071), cholesterol (MESH:D002784), cyclophosphamide (MESH:D003520), SDS (MESH:D012967), enalapril (MESH:D004656), isoflurane (MESH:D007530), iron (MESH:D007501), Trizol (MESH:C411644), MitoQ (MESH:C429014), daunorubicin (MESH:D003630), water (MESH:D014867), metformin (MESH:D008687)
- **Species:** Homo sapiens (human, species) [taxon 9606], Rattus norvegicus (brown rat, species) [taxon 10116], Mus musculus (house mouse, species) [taxon 10090]
- **Cell lines:** C57BL/6J — Mus musculus (Mouse), Transformed cell line (CVCL_C0MW), /6N — Mus musculus (Mouse), Transformed cell line (CVCL_D461)

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12944419/full.md

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Source: https://tomesphere.com/paper/PMC12944419