IL2RB and TUBA1B are Potential Targets of Music Therapy for Alzheimer’s Disease and Cognitive Impairment

Ke Wu , Jianling Liu , Yusheng Su , Jiansheng Yang , Jianzhong Xiao , Jia Lina , Zhengzhou Chen , Xianjun Li , Yunshen Ge , Wei Luo , Zhong He , Genbin Huang , Yanjin Wu , Chengwan Shen , Haojun Shi , John H. Zhang , Bin Huang , Maowei Chen , Yisheng Chen

BIO Integration ›› 2025, Vol. 6 ›› Issue (1) : 23

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BIO Integration ›› 2025, Vol. 6 ›› Issue (1) :23 DOI: 10.15212/bioi-2025-1002
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IL2RB and TUBA1B are Potential Targets of Music Therapy for Alzheimer’s Disease and Cognitive Impairment
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Abstract

Objective: This study examined the complex interactions among differential gene expression, immune responses, therapy-associated genes in Alzheimer’s disease (AD), and cognitive impairment, with a distinct focus on the integration of music therapy. Our objective was to delineate the landscape of differentially expressed genes (DEGs), particularly the interconnections between gene expression changes and therapeutic interventions, including exercise and music therapy, to discover immune-associated therapeutic targets.

Methods: Through evaluation of the gene expression datasets GSE140831 and GSE48624, we identified DEGs and investigated their interactions with genes whose expression is induced by exercise and music therapy. Through protein-protein interaction analysis, gene set variation analysis, immune infiltration studies, and correlation analyses, we revealed the regulatory interactions and pathway enrichments. An mRNA-miRNA interaction network was constructed to elucidate regulatory mechanisms, and a drug-target interaction analysis was performed to discover potential therapeutic avenues.

Results: Our study revealed the complex organization of DEGs. In addition to identifying IL2RB and TUBA1B, we propose these genes as critical modulators in the context of exercise, music therapy, and AD. Our results indicated a substantial upregulation of pathways, such as glycolysis and TGF-beta signaling, in response to exercise, music therapy, and AD. These pathways revealed significant changes in gene expression compared to baseline conditions, highlighting their involvement in immune response modulation. The network of mRNA-miRNA interactions revealed key regulators of immune response and cognition. Our examination of drug and target interactions provided insights into potential mechanisms of action for disease modulation.

Conclusions: This research provided a comprehensive overview of DEGs in AD and cognitive impairment, and uniquely incorporated evaluation of music therapy. Our findings underscore the importance of IL2RB and TUBA1B as potential therapeutic targets; provide initial insights into the mechanisms of immune response; and suggest new pathways for targeted treatment development.

Keywords

Alzheimer’s disease / cognitive impairment / differential gene expression / drug-target interaction / immune response / mRNA-miRNA network / music therapy / therapeutic targets

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Ke Wu, Jianling Liu, Yusheng Su, Jiansheng Yang, Jianzhong Xiao, Jia Lina, Zhengzhou Chen, Xianjun Li, Yunshen Ge, Wei Luo, Zhong He, Genbin Huang, Yanjin Wu, Chengwan Shen, Haojun Shi, John H. Zhang, Bin Huang, Maowei Chen, Yisheng Chen. IL2RB and TUBA1B are Potential Targets of Music Therapy for Alzheimer’s Disease and Cognitive Impairment. BIO Integration, 2025, 6 (1) : 23 DOI:10.15212/bioi-2025-1002

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References

[1]

Reiman EM, Mattke S, Kordower JH, Khachaturian ZS, Khachaturian AS. Developing a pathway to support the appropriate, affordable, and widespread use of effective Alzheimer’s prevention drugs. Alzheimers Dement 2022; 18: 7-9. [PMID: 35103395 DOI: 10.1002/alz.12533]

[2]

Wei C. The risk and the prevention of Alzheimer’s disease and its challenges within these thirty years. Highl Sci Eng Technol 2022; 8: 163- 8. [DOI: 10.54097/hset.v8i.1123]

[3]

Bird TD. Genetic factors in Alzheimer’s disease. N Engl J Med 2005; 352: 862-4. [DOI: 10.1056/NEJMp058027]

[4]

Ku CS, Vasiliou V, Cooper DN. A new era in the discovery of de novo mutations underlying human genetic disease. Hum Genomics 2012; 6: 27. [PMID: 23232122 DOI: 10.1186/1479-7364-6-27]

[5]

Ahmad SR, Zeyaullah M, AlShahrani AM, Dawria A, Ali H, et al. Deciphering the enigma of Neuron-Glial interactions in neurological disorders. Front Biosci (Landmark Ed) 2024; 29: 142. [PMID: 38682185 DOI: 10.31083/j.fbl2904142]

[6]

Li YY, Guo DD, Duan RN, Li Y. Interactions between beta-amyloid and pericytes in Alzheimer’s disease. Front Biosci (Landmark Ed) 2024; 29: 136. [PMID: 38682184 DOI: 10.31083/j.fbl2904136]

[7]

Chen Y, Luo Z, Sun Y, Li F, Han Z, et al. Exercise improves choroid plexus epithelial cells metabolism to prevent glial cell-associated neurodegeneration. Front Pharmacol 2022; 13: 1010785. [PMID: 36188600 DOI: 10.3389/fphar.2022.1010785]

[8]

Huang J, Lin W, Sun Y, Wang Q, He S, et al. Quercetin targets VCAM1 to prevent diabetic cerebrovascular endothelial cell injury. Front Aging Neurosci 2022; 14: 944195. [PMID: 36118693 DOI: 10.3389/fnagi.2022.944195]

[9]

Klay D, Grutters JC, van der Vis JJ, Platenburg MGJP, Kelder JC, et al. Progressive Disease with low survival in adult patients with pulmonary fibrosis carrying surfactant-related gene mutations: an observational study. Chest 2023; 163: 870-80. [PMID: 36370864 DOI: 10.1016/j.chest.2022.11.002]

[10]

Leggieri M, Thaut MH, Fornazzari L, Schweizer TA, Barfett J, et al. Music intervention approaches for Alzheimer’s disease: a review of the literature. Front Neurosci 2019; 13: 132. [PMID: 30930728 DOI: 10.3389/fnins.2019.00132]

[11]

Hobeika L, Samson S. Why do music-based interventions benefit persons with neurodegenerative disease? Music and the Aging Brain, Elsevier; 2020. p. 333-49. [DOI: 10.1016/B978-0-12-817422-7.00013-4]

[12]

Koelsch S. A neuroscientific perspective on music therapy. Ann N Y Acad Sci 2009; 1169: 374-84. [PMID: 19673812 DOI: 10.1111/j.1749-6632.2009.04592.x]

[13]

Benavides JA, Caparrós C, Da Silva RM, Lembo T, Tem Dia P, et al. The power of music to prevent and control emerging infectious diseases. Front Med 2021; 8: 756152. [PMID: 34901067 DOI: 10.3389/fmed.2021.756152]

[14]

de Quadros A. Music, the arts, and global health: in search of sangam, its theory and paradigms. J Folk Res 2017; 54: 15. [DOI: 10.2979/jfolkrese.54.2.02]

[15]

Altenmuller E, Schlaug G. Neurobiological aspects of neurologic music therapy. Music Med 2013; 5: 210-6. [DOI: 10.1177/1943862113505328]

[16]

Chan MMY, Han YMY. The functional brain networks activated by music listening: a neuroimaging meta-analysis and implications for treatment. Neuropsychology 2022; 36: 4-22. [PMID: 34636582 DOI: 10.1037/neu0000777]

[17]

Peck KJ, Girard TA, Russo FA, Fiocco AJ. Music and memory in Alzheimer’s disease and the potential underlying mechanisms. J Alzheimers Dis 2016; 51: 949-59. [PMID: 26967216 DOI: 10.3233/JAD-150998]

[18]

Matrone C, Brattico E. The power of music on Alzheimer’s disease and the need to understand the underlying molecular mechanisms. J Alzheimers Dis Parkinsonism 2015; 5: 196. [DOI: 10.4172/2161-0460.1000196]

[19]

Särkämö T. Cognitive, emotional, and neural benefits of musical leisure activities in aging and neurological rehabilitation: a critical review. Ann Phys Rehabil Med 2018; 61: 414-8. [PMID: 28461128 DOI: 10.1016/j.rehab.2017.03.006]

[20]

Ridder HM, Bøtker . Music therapy and skill sharing to meet psychosocial needs for persons with advanced dementia. Music and dementia. Oxford University Press; 2019. pp. 225-41. [DOI: 10.1093/oso/9780190075934.003.0011]

[21]

Wu JF, Chen YS, Xie YC. Single-cell transcriptomic profiling reveals ZEB1-mediated regulation in microglial subtypes and the impact of exercise on neuroinflammatory responses. Tradit Med Res 2025; 10: 11. [DOI: 10.53388/TMR20240423002]

[22]

Wan R, Chen Y, Feng X, Luo Z, Peng Z, et al. Exercise potentially prevents colorectal cancer liver metastases by suppressing tumor epithelial cell stemness via RPS4X downregulation. Heliyon 2024; 10: e26604. [PMID: 38439884 DOI: 10.1016/j.heliyon.2024.e26604]

[23]

Yan C, Chen Y, Sun C, Ahmed MA, Bhan C, et al. Does proton pump inhibitor use lead to a higher risk of coronavirus disease 2019 infection and Progression to Severe Disease? a Meta-analysis. Jpn J Infect Dis 2022; 75: 10-5. [PMID: 34053958 DOI: 10.7883/yoken.JJID.2021.074]

[24]

Chauleau JY, Trassin M. Sensing multiferroic states non-invasively using optical second harmonic generation. Microstructures 2024; 4: 2024005. [DOI: 10.20517/microstructures.2023.50]

[25]

Jang J, Choi SY. Reduced dimensional ferroelectric domains and their characterization techniques. Microstructures 2024; 4: 2024016. [DOI: 10.20517/microstructures.2023.67]

[26]

Ritchie ME, Phipson B, Wu D, Hu Y, Law CW, et al. limma powers differential expression analyses for RNA-sequencing and microarray studies. Nucleic Acids Res 2015; 43: e47. [PMID: 25605792 DOI: 10.1093/nar/gkv007]

[27]

Hänzelmann S, Castelo R, Guinney J. GSVA: gene set variation analysis for microarray and RNA-Seq data. BMC Bioinformatics 2013; 14: 7. [PMID: 23323831 DOI: 10.1186/1471-2105-14-7]

[28]

Yu G, Wang LG, Han Y, He QY. clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters. OMICS 2012; 16: 284-7. [DOI: 10.1089/omi.2011.0118]

[29]

Sato N, Tamada Y, Yu G, Okuno Y. CBNplot: Bayesian network plots for enrichment analysis. Bioinformatics 2022; 38: 2959-60. [PMID: 22455463 DOI: 10.1093/bioinformatics/btac175]

[30]

Guney E, Menche J, Vidal M, Barábasi AL. Network-based in silico drug efficacy screening. Nat Commun 2016; 7: 10331. [PMID: 26831545 DOI: 10.1038/ncomms10331]

[31]

Ou S, Xu Y, Liu Q, Yang T, Chen W, et al. Analysis of large datasets for identifying molecular targets in intestinal polyps and metabolic disorders. Biocell 2024; 48: 415-29. [DOI: 10.32604/biocell.2024.046178]

[32]

Wu J, Zhi Z, Xu W, Li D, Li Q, et al. LIM1863 is useful to explore collective cancer cell migration, and the group of heterogeneous cells undergoing collective migration behaves like a supracellular unit. Biocell 2023; 47: 2671-80. [DOI: 10.32604/biocell.2023.043494]

[33]

Li M, Liu X, Jiang M, Lei Y, Li Z, et al. Prognostic capability of clinical SYNTAX score in patients with complex coronary artery disease and chronic renal insufficiency undergoing percutaneous coronary intervention. Rev Cardiovasc Med 2024; 25: 18. [PMID: 39077637 DOI: 10.31083/j.rcm2501018]

[34]

Figueredo VM. The heart renaissance. Rev Cardiovasc Med 2024; 25: 91. [DOI: 10.31083/j.rcm2503091]

[35]

Chen L, Yang T, Wu J, Cheng G, Zhao M, et al. Multi-omics strategy reveals that Cordyceps sinensis ameliorates sepsis-associated acute kidney injury via reprogramming of mitochondrial energy metabolism and macrophage polarization. Acta Mater Med 2024; 3: 269-88. [DOI: 10.15212/AMM-2024-0018]

[36]

Luo X, Liu J, Du X, Yang J, Jiang X, et al. A comparative analysis of vaccine lists, prices, and candidates, and the national immunization program between China and the United States. Acta Mater Med 2024; 3: 46-56. [DOI: 10.15212/AMM-2023-0033]

[37]

Wang M, Xu S, Shi X, Da Silva-Júnior EF, Zhan P. Solving the mysteries of urate transport: structural insights into GLUT9 and URAT1. Acta Mater Med 2024; 3: 345-8. [DOI: 10.15212/AMM-2024-0048]

[38]

Mei K, Chen Z, Huang L, Wang J, Wei Y. Correlation between the immune microenvironment and bladder cancer based on a prognostic miRNA risk model. CI 2024; 3: 37-48. [DOI: 10.58567/ci03020002]

[39]

Mei K, Chen Z, Wang Q, Ali A, Huang Y, et al. A prognostic aging-related lncRNA risk model correlates with the immune microenvironment in HCC. CI 2024; 3: 37-48. [DOI: 10.58567/ci03020003]

[40]

Tang Y, Tang R. Health neuroscience-how the brain/mind and body affect our health behavior and outcomes. J Integr Neurosci 2024; 23: 69. [PMID: 38682228 DOI: 10.31083/j.jin2304069]

[41]

Wu S, Fu Z, Wang S, Zheng F, Qiu W, et al. Disrupted functional brain network architecture in sufferers with boxing-related repeated mild traumatic brain injury: a resting-state EEG study. J Integr Neurosci 2024; 23: 102. [PMID: 38812391 DOI: 10.31083/j.jin2305102]

[42]

Zhang G, Zhang Y, Chen L, Liu L, Gao X. E3 ubiquitin ligase-dependent regulatory mechanism of TRIM family in carcinogenesis. CI 2023; 2: 37-48. [DOI: 10.58567/ci02020005]

[43]

Qin H, Luo Z, Sun Y, He Z, Qi B, et al. Low-intensity pulsed ultrasound promotes skeletal muscle regeneration via modulating the inflammatory immune microenvironment. Int J Biol Sci 2023; 19: 1123-45. [PMID: 36923940 DOI: 10.7150/ijbs.79685]

[44]

Moreira SV, Justi FRDR, Moreira M. Can musical intervention improve memory in Alzheimer’s patients? Evidence from a systematic review. Dement Neuropsychol 2018; 12: 133-42. [PMID: 29988347 DOI: 10.1590/1980-57642018dn12-020005]

[45]

Quintin EM. Music-evoked reward and emotion: relative strengths and response to intervention of people with ASD. Front Neural Circuits 2019; 13: 49. [PMID: 31619969 DOI: 10.3389/fncir.2019.00049]

[46]

Zhang L. Effects of music therapy on well-being of people with Alzheimer’s disease and related dementia. J Stud Res 2020; 9. [DOI: 10.47611/jsrhs.v9i2.1224]

[47]

Reschke-Hernández AE, Gfeller K, Oleson J, Tranel D. Music therapy increases social and emotional well-being in persons with dementia: a randomized clinical crossover trial comparing singing to verbal discussion. J Music Ther 2023; 60: 314-42. [PMID: 37220880 DOI: 10.1093/jmt/thad015]

[48]

Rio R. A community-based music therapy support group for people with Alzheimer’s disease and their caregivers: a sustainable partnership model. Front Med 2018; 5: 293. [PMID: 30460236 DOI: 10.3389/fmed.2018.00293]

[49]

Thomson BR, Schwendinger N, Beckmann K, Gentinetta T, Couto D, et al. Haptoglobin attenuates cerebrospinal fluid hemoglobin-induced neurological deterioration in sheep. Transl Stroke Res 2025; 16: 728-32. [PMID: 38652234 DOI: 10.1007/s12975-024-01254-9]

[50]

Wang X, Wen D, Xia F, Fang M, Zheng J, et al. Single-cell transcriptomics revealed white matter repair following subarachnoid hemorrhage. Transl Stroke Res 2025; 16: 800-16. [PMID: 38861152 DOI: 10.1007/s12975-024-01265-6]

[51]

Shen L, Jiang H. Pan-cancer and single-cell analysis of actin cytoskeleton genes related to disulfidptosis. Open Med 2024; 19: 20240929. [PMID: 38584831 DOI: 10.1515/med-2024-0929]

[52]

Wang H, Zhao W, Wang D, Chen J. ANO6 (TMEM16F) inhibits gastrointestinal stromal tumor growth and induces ferroptosis. Open Med 2024; 19: 20240941. [PMID: 38756246 DOI: 10.1515/med-2024-0941]

[53]

Cao Y, Yang H, Huang Y, Lu J, Du H, et al. Mesenchymal stem cell-derived exosomal miR-26a induces ferroptosis, suppresses hepatic stellate cell activation, and ameliorates liver fibrosis by modulating SLC7A11. Open Med 2024; 19: 20240945. [PMID: 38756248 DOI: 10.1515/med-2024-0945]

[54]

Fujioka T, Dawson DR, Wright R, Honjo K, Chen JL, et al. The effects of music-supported therapy on motor, cognitive, and psychosocial functions in chronic stroke. Ann N Y Acad Sci 2018; 1423: 264-74. [PMID: 29797585 DOI: 10.1111/nyas.13706]

[55]

Forte R, Tocci N, De Vito G. The impact of exercise intervention with rhythmic auditory stimulation to improve gait and mobility in parkinson disease: an umbrella review. Brain Sci 2021; 11: 685. [PMID: 34067458 DOI: 10.3390/brainsci11060685]

[56]

De La Rubia Ortí JE, García-Pardo MP, Iranzo CC, Madrigal JJC, Castillo SS, et al. Does music therapy improve anxiety and depression in Alzheimer’s patients? J Altern Complement Med 2018; 24: 33-6. [PMID: 28714736 DOI: 10.1089/acm.2016.0346]

[57]

King JB, Jones KG, Goldberg E, Rollins M, MacNamee K, et al. Increased functional connectivity after listening to favored music in adults with Alzheimer dementia. J Prev Alzheimers Dis 2019; 6: 56-62. [PMID: 30569087 DOI: 10.14283/jpad.2018.19]

[58]

Angelucci F, Fiore M, Ricci E, Padua L, Sabino A, et al. Investigating the neurobiology of music: brain-derived neurotrophic factor modulation in the hippocampus of young adult mice. Behav Pharmacol 2007; 18: 491-6. [PMID: 17762517 DOI: 10.1097/FBP.0b013e3282d28f50]

[59]

Finsterer J. Before blaming SARS-CoV-2 for intra-cerebral aneurysm formation and rupture, alternative mechanisms need to be ruled out. Brain Hemorrhages 2022; 3: 214-5. [PMID: 36097507 DOI: 10.1016/j.hest.2022.09.001]

[60]

Chen H, Deng C, Meng Z, Meng S. Research progress of targeting neuro-immune inflammation in the treatment of Alzheimer’s disease. Front Biosci (Landmark Ed) 2022; 27: 312. [PMID: 36472107 DOI: 10.31083/j.fbl2711312]

[61]

Chen Y, Chen X, Luo Z, Kang X, Ge Y, et al. Exercise-induced reduction of IGF1R sumoylation attenuates neuroinflammation in APP/PS1 transgenic mice. Adv Res 2025; 69: 279-97. [PMID: 38565402 DOI: 10.1016/j.jare.2024.03.025]

[62]

Li J, Ma J, Feng Q, Xie E, Meng Q, et al. Building osteogenic microenvironments with a double-network composite hydrogel for bone repair. Research (Wash D C) 2023; 6: 0021. [PMID: 37040486 DOI: 10.34133/research.0021]

[63]

Yuan Y, Pan B, Tang E, Mo H, Zhu J, et al. Surgical methods of total thyroidectomy for differentiated thyroid cancer: a systematic review and Bayesian network meta-analysis. Int J Surg 2024; 110: 529-40. [PMID: 37916941 DOI: 10.1097/JS9.0000000000000819]

[64]

Wu Z, Chen S, Wang Y, Li F, Xu H, et al. Current perspectives and trend of computer-aided drug design: a review and bibliometric analysis. Int J Surg 2024; 110: 3848-78. [PMID: 38502850 DOI: 10.1097/JS9.0000000000001289]

[65]

Pan M, Li S, Huang T, Wang X, Dong X, et al. An advanced wood preservative based on the extract of Stellera chamaejasme root with high antifungal activity. Adv Compos Hybrid Mater 2024; 7: 74. [DOI: 10.1007/s42114-024-00885-8]

[66]

Banchereau R, Cepika AM, Banchereau J, Pascual V. Understanding human autoimmunity and autoinflammation through transcriptomics. Annu Rev Immunol 2017; 35: 337-70. [DOI: 10.1146/annurev-immunol-051116-052225]

[67]

Zhao L, Hu H, Zhang L, Liu Z, Huang Y, et al. Inflammation in diabetes complications: molecular mechanisms and therapeutic interventions. MedComm 2024; 5: e516. [PMID: 38617433 DOI: 10.1002/mco2.516]

[68]

Huo S, Xue J, Wang S, Shan H, Chen G, et al. A pilot trial of neoadjuvant pyrotinib plus trastuzumab, dalpiciclib, and letrozole for triple-positive breast cancer. MedComm 2024; 5: e505. [PMID: 38469548 DOI: 10.1002/mco2.505]

[69]

Xin Y, Gao C, Wang L, Liu Q, Lu Q. Lipopolysaccharide released from gut activates pyroptosis of macrophages via Caspase 11-Gasdermin D pathway in systemic lupus erythematosus. MedComm 2024; 5: e610. [PMID: 38881675 DOI: 10.1002/mco2.610]

[70]

Mohan CD, Rangappa KS, Sethi G. Transmembrane protein 25 abrogates monomeric EGFR-driven STAT3 activation in triple-negative breast cancer. MedComm 2024; 5: e492. [PMID: 38532948 DOI: 10.1002/mco2.492]

[71]

Wang J, Hu Y, Zhao K, Fan J, Zhu J, et al. Comprehensive analysis of the expression of cell adhesion molecules genes in hepatocellular carcinoma and their prognosis, and biological significance. Front Biosci (Landmark Ed) 2024; 29: 76. [PMID: 38420809 DOI: 10.31083/j.fbl2902076]

[72]

Tragoonlugkana P, Chitchongyingcharoen N, Pruksapong C, Hassan S, Ngamkham K, et al. The use of human platelet lysate as a coating substance for adipose-derived stem cell expansion. Front Biosci (Landmark Ed) 2024; 29: 88. [PMID: 38420820 DOI: 10.31083/j.fbl2902088]

[73]

Sheng T, Feng Q, Luo Z, Zhao S, Xu M, et al. Effect of phase clustering bias on phase-amplitude coupling for emotional EEG. J Integr Neurosci 2024; 23: 33. [PMID: 38419437 DOI: 10.31083/j.jin2302033]

[74]

Guo L, Ma C, Wang M, Du Y. Tropisetron ameliorated cyclophosphamide-induced hemorrhagic cystitis via restraining TLR-4/NF-κB and JAK1/STAT3 signaling pathways. Arch Esp Urol 2023; 76: 56-64. [PMID: 36914420 DOI: 10.56434/j.arch.esp.urol.20237601.5]

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