Identification of expression profiles and transcription factors during EGFR-TKI acquired resistance in LUAD

Lili Feng , Cenzhu Wang , Jiawen Chen , Chenyue Tao , Liuliu Zhang , Luojing Zhou

Precision Medical Sciences ›› 2024, Vol. 13 ›› Issue (4) : 221 -231.

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Precision Medical Sciences ›› 2024, Vol. 13 ›› Issue (4) :221 -231. DOI: 10.1002/prm2.12146
ORIGINAL ARTICLE

Identification of expression profiles and transcription factors during EGFR-TKI acquired resistance in LUAD

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Abstract

Lung cancer is one of the most-common malignant tumors while lung adenocarcinoma (LUAD) serves as the major subtype of lung cancer. The epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) are an important choice in LUAD targeted therapies. However, EGFR-TKI acquired resistance always happens, urging for further investigating and overcoming. We acquired the scRNA-seq data of EGFR-TKI acquired resistance in LUAD from GSE149383 and PRJNA591860 databases. We identified the typical tendency during EGFR-TKI acquired resistance progression in LUAD. Furthermore, we investigate the potential expression profiles, upstream transcription factors, and interacting drugs with EGFR-TKI in LUAD, participating in EGFR-TKI acquired resistance. According to scRNA-seq databases, the typical tendency was identified as “decrease early and raise later” during EGFR-TKI acquired resistance progression in LUAD from Day 0 to Day 11. Seven important pairs of upstream transcription factors and target genes were explored during EGFR-TKI acquired resistance in LUAD, including TFDP1-RPA3, TFDP1-EIF2S1, TFDP1-COTL1, TFDP1-CBX1, MYBL2-STMN1, EZH2-CYCS, and BRCA1-STMN1. Several potential interacting drugs with EGFR-TKI were screened in LUAD, especially TANDUTINIB. We identified the typical tendency of “decrease early and raise later” during EGFR-TKI acquired resistance progression in LUAD while we recognized transcription factor-target gene pairs and interacting drugs with EGFR-TKI during EGFR-TKI acquired resistance, which could provide a novel insight for clinical treatments.

Keywords

acquired resistance / EGFR-TKI / LUAD / single-cell RNA sequencing

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Lili Feng, Cenzhu Wang, Jiawen Chen, Chenyue Tao, Liuliu Zhang, Luojing Zhou. Identification of expression profiles and transcription factors during EGFR-TKI acquired resistance in LUAD. Precision Medical Sciences, 2024, 13(4): 221-231 DOI:10.1002/prm2.12146

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References

[1]

Siegel RL, Giaquinto AN. Cancer statistics, 2024. CA Cancer J Clin. 2024; 74: 12-49.

[2]

Marcotte LM, Khor S, Flum DR, et al. Factors associated with lung cancer risk factor documentation. Am J Manag Care. 2023; 29: 439-447.

[3]

Zhang Y, Vaccarella S, Morgan E, et al. Global variations in lung cancer incidence by histological subtype in 2020: a population-based study. Lancet Oncol. 2023; 24: 1206-1218.

[4]

Chen P, Liu Y, Wen Y, Zhou C. Non-small cell lung cancer in China. Cancer Commun (Lond). 2022; 42: 937-970.

[5]

Ge L, Shi R. Progress of EGFR-TKI and ALK/ROS1 inhibitors in advanced non-small cell lung cancer. Int J Clin Exp Med. 2015; 8: 10330-10339.

[6]

Uribe ML, Marrocco I, Yarden Y. EGFR in cancer: signaling mechanisms, drugs, and acquired resistance. Cancers (Basel). 2021; 13: 2748.

[7]

Sigismund S, Avanzato D, Lanzetti L. Emerging functions of theEGFRin cancer. Mol Oncol. 2018; 12: 3-20.

[8]

Talukdar S, Emdad L, Das SK, et al. EGFR: an essential receptor tyrosine kinase-regulator of cancer stem cells. Adv Cancer Res. 2020; 147: 161-188.

[9]

Cheng Z, Cui H, Wang Y, et al. The advance of the third-generation EGFR-TKI in the treatment of non-small cell lung cancer. Oncol Rep. 2024; 51: 16.

[10]

Yu HA, Arcila ME, Rekhtman N, et al. Analysis of tumor specimens at the time of acquired resistance to EGFR-TKI therapy in 155 patients with EGFR-mutant lung cancers. Clin Cancer Res. 2013; 19: 2240-2247.

[11]

Araki T, Kanda S, Obara M, et al. EGFR-TKI rechallenge in patients with EGFR-mutated non-small-cell lung cancer who progressed after first-line osimertinib treatment: a multicenter retrospective observational study. Respir Investig. 2024; 62: 262-268.

[12]

Ciardiello F, Hirsch FR, Pirker R, Felip E, Valencia C, Smit EF. The role of anti-EGFR therapies in EGFR-TKI-resistant advanced non-small cell lung cancer. Cancer Treat Rev. 2024; 122: 102664.

[13]

Zhang J, Zhao K, Zhou W, et al. TET methylcytosine dioxygenase 2 (TET2) deficiency elicits EGFR-TKI (tyrosine kinase inhibitors) resistance in non-small cell lung cancer. Signal Transduct Target Ther. 2024; 9: 65.

[14]

Xu X, Liu Y, Gong Q, et al. PARP1 promotes EGFR-TKI drug-resistance via PI3K/AKT pathway in non-small-cell lung cancer. Cancer Chemother Pharmacol. 2024; 94(2): 209-221.

[15]

Yan R, Huang X, Liu H, et al. DCLK1 drives EGFR-TKI-acquired resistance in lung adenocarcinoma by remodeling the epithelial-mesenchymal transition status. Biomedicines. 2023; 11: 1490.

[16]

Li K, Quan L, Huang F, Li Y, Shen Z. ADAM12 promotes the resistance of lung adenocarcinoma cells to EGFR-TKI and regulates the immune microenvironment by activating PI3K/Akt/mTOR and RAS signaling pathways. Int Immunopharmacol. 2023; 122: 110580.

[17]

Huang F, Cui J, Wan J, et al. SLC12A8 mediates TKI resistance in EGFR-mutant lung cancer via PDK1/AKT axis. J Cancer Res Clin Oncol. 2023; 149: 16729-16739.

[18]

Huang JQ, Duan LX, Liu Q-Y, Li H-F. Hu A-P, Song JW. Serine-arginine protein kinase 1 (SRPK1) promotes EGFR-TKI resistance by enhancing GSK3β Ser9 autophosphorylation independent of its kinase activity in non-small-cell lung cancer. Oncogene. 2023; 42: 1233-1246.

[19]

Wang T, Zhang Y, Cheng H, Li L, Xu L. TGFβ1/integrin β3 positive feedback loop contributes to acquired EGFR TKI resistance in EGFR-mutant lung cancer. J Drug Target. 2023; 31: 269-277.

[20]

Mohamed E, García Martínez DJ, Hosseini MS, et al. Identification of biomarkers for the early detection of non-small cell lung cancer: a systematic review and meta-analysis. Carcinogenesis. 2024; 45: 1-22.

[21]

Oxnard GR, Chen R, Pharr JC, Koeller DR, Bertram AA, Dahlberg SE. Germline EGFR mutations and familial lung cancer. J Clin Oncol. 2023; 41: 5274-5284.

[22]

Girard N. New strategies and novel combinations in EGFR TKI-resistant non-small cell lung cancer. Curr Treat Options Oncol. 2022; 23: 1626-1644.

[23]

Passaro A, Jänne PA, Mok T, Peters S. Overcoming therapy resistance in EGFR-mutant lung cancer. Nat Cancer. 2021; 2: 377-391.

[24]

Jibrim RLM, de Carvalho CV, Invitti AL, Schor E. Expression of the TFDP1 gene in the endometrium of women with deep infiltrating endometriosis. Gynecol Endocrinol. 2019; 35: 490-493.

[25]

Drucker E, Holzer K, Pusch S, et al. Karyopherin α2-dependent import of E2F1 and TFDP1 maintains protumorigenic stathmin expression in liver cancer. Cell Commun Signal. 2019; 17: 159.

[26]

Pan B, Wan T, Zhou Y, et al. The MYBL2-CCL2 axis promotes tumor progression and resistance to anti-PD-1 therapy in ovarian cancer by inducing immunosuppressive macrophages. Cancer Cell Int. 2023; 23: 248.

[27]

Hui YJ, Chen H, Peng XC, et al. Up-regulation of ABCG2 by MYBL2 deletion drives Chlorin e6-mediated photodynamic therapy resistance in colorectal cancer. Photodiagnosis Photodyn Ther. 2023; 42: 103558.

[28]

Li C, Wang Z, Yao L, et al. Mi-2β promotes immune evasion in melanoma by activating EZH2 methylation. Nat Commun. 2024; 15: 2163.

[29]

Zou G, Huang Y, Zhang S, et al. E-cadherin loss drives diffuse-type gastric tumorigenesis via EZH2-mediated reprogramming. J Exp Med. 2024; 221: e20230561.

[30]

Lei G, Mao C, Horbath AD, et al. BRCA1-mediated dual regulation of Ferroptosis exposes a vulnerability to GPX4 and PARP co-inhibition inBRCA1-deficient cancers. Cancer Discov. 2024; 14: 1476-1495.

[31]

Georgieva D, Wang N, Taglialatela A, et al. BRCA1 and 53BP1 regulate reprogramming efficiency by mediating DNA repair pathway choice at replication-associated double-strand breaks. Cell Rep. 2024; 43: 114006.

[32]

Ponnurangam S, Standing D, Rangarajan P, Subramaniam D. Tandutinib inhibits the Akt/mTOR signaling pathway to inhibit colon cancer growth. Mol Cancer Ther. 2013; 12: 598-609.

[33]

Cheng Y, Paz K. Tandutinib, an oral, small-molecule inhibito. of FLT3 for the treatment of AML and other cancer indications. IDrugs. 2008; 11: 46-56.

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2024 The Author(s). Precision Medical Sciences published by John Wiley & Sons Australia, Ltd on behalf of Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital.

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