Identifying potential pathogenesis and immune infiltration in diabetic foot ulcers using bioinformatics and in vitro analyses

被引:2
作者
Xu, Yuanyuan [1 ,2 ]
Xu, Jianchang [3 ]
Chen, Sirong [1 ,2 ]
Zhou, Anbang [1 ,2 ]
Huang, Guangjing [1 ,2 ]
Huang, Shidao [1 ,4 ]
Yu, Dianbo [1 ,4 ]
Wu, Biaoliang [2 ]
机构
[1] Youjiang Med Univ Nationalities, Grad Sch, Baise 533000, Guangxi, Peoples R China
[2] Youjiang Med Univ Nationalities, Affiliated Hosp, Dept Endocrinol, Baise 533000, Guangxi, Peoples R China
[3] Wuhan Univ, Clin Coll 1, Wuhan 430000, Peoples R China
[4] Youjiang Med Univ Nationalities, Affiliated Hosp, Dept Orthoped, Baise 533000, Guangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Diabetic foot ulcers; miRNAs-mRNA; Immune infiltration; Dual-luciferase reporter assay; qPCR; Immunofluorescence staining; MANAGEMENT; CANCER;
D O I
10.1186/s12920-023-01741-2
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
BackgroundDiabetic foot ulcers (DFU) are among the fastest-growing diseases worldwide. Recent evidence has emphasized the critical role of microRNA (miRNA)-mRNA networks in various chronic wounds, including DFU. In this study, we aimed to clarify the miRNA-mRNA axes associated with the occurrence of DFU.MethodsExpression profiles of miRNAs and mRNAs were extracted from the Gene Expression Omnibus. Differentially expressed genes and differentially expressed miRNAs were identified, and miRNA-mRNA regulatory axes were constructed through integrated bioinformatics analyses. We validated the miRNA-mRNA axes using quantitative real-time PCR (qPCR) and dual-luciferase reporter assays. We conducted an immune infiltration analysis and confirmed the bioinformatics results using immunofluorescence staining. Single-sample gene set enrichment analysis (ssGSEA) was used to analyze the metabolic mechanisms.ResultsmiR-182-5p-CHL1/MITF and miR-338-3p-NOVA1 interactions were identified using in silico analysis. The qPCR results showed apparent dysregulation of these miRNA-mRNA axes in DFU. The dual-luciferase reporter assay confirmed that miR-182-5p targeted CHL1 and MITF, and miR-338-3p targeted NOVA1. We conducted an immune infiltration analysis and observed that key genes correlated with decreased infiltration of M1 macrophages and resting mast cells in DFU. Immunofluorescence staining verified the co-localization of CHL1 and tryptase, while MITF and CD68 showed weak positive correlations. Metabolic pathways related to these three genes were identified using ssGSEA.ConclusionsIn summary, the miR-182-5p-CHL1/MITF and miR-338-3p-NOVA1 pathway interactions and decreased infiltration of M1 macrophages and resting mast cells may provide novel clues to the pathogenesis of DFU.Trial registrationThe clinical trial included in this study was registered in the Chinese Clinical Trial Registry (ChiCTR2200066660) on December 13, 2022.
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页数:14
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共 37 条
  • [1] Mechanisms of acquired tumor drug resistance
    Aleksakhina, Svetlana N.
    Kashyap, Aniruddh
    Imyanitov, Evgeny N.
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER, 2019, 1872 (02):
  • [2] Five year mortality and direct costs of care for people with diabetic foot complications are comparable to cancer
    Armstrong, David G.
    Swerdlow, Mark A.
    Armstrong, Alexandria A.
    Conte, Michael S.
    Padula, William V.
    Bus, Sicco A.
    [J]. JOURNAL OF FOOT AND ANKLE RESEARCH, 2020, 13 (01)
  • [3] Diabetic Foot Ulcers and Their Recurrence
    Armstrong, David G.
    Boulton, Andrew J. M.
    Bus, Sicco A.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2017, 376 (24) : 2367 - 2375
  • [4] Comprehensive Investigation of miRNome Identifies Novel Candidate miRNA-mRNA Interactions Implicated in T-Cell Acute Lymphoblastic Leukemia
    Dawidowska, Malgorzata
    Jaksik, Roman
    Drobna, Monika
    Szarzynska-Zawadzka, Bronislawa
    Kosmalska, Maria
    Sedek, Lukasz
    Machowska, Ludomila
    Lalik, Anna
    Lejman, Monika
    Ussowicz, Marek
    Kalwak, Krzysztof
    Kowalczyk, Jerzy R.
    Szczepanski, Tomasz
    Witt, Michal
    [J]. NEOPLASIA, 2019, 21 (03): : 294 - 310
  • [5] Mast Cells in Diabetes and Diabetic Wound Healing
    Dong, Jie
    Chen, Lihong
    Zhang, Ying
    Jayaswal, Navin
    Mezghani, Ikram
    Zhang, Weijie
    Veves, Aristidis
    [J]. ADVANCES IN THERAPY, 2020, 37 (11) : 4519 - 4537
  • [6] Mir-338-3p Mediates Tnf-A-Induced Hepatic Insulin Resistance by Targeting PP4r1 to Regulate PP4 Expression
    Dou, Lin
    Wang, Shuyue
    Sun, Libo
    Huang, Xiuqing
    Zhang, Yang
    Shen, Tao
    Guo, Jun
    Man, Yong
    Tang, Weiqing
    Li, Jian
    [J]. CELLULAR PHYSIOLOGY AND BIOCHEMISTRY, 2017, 41 (06) : 2419 - 2431
  • [7] Update on management of diabetic foot ulcers
    Everett, Estelle
    Mathioudakis, Nestoras
    [J]. ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 2018, 1411 (01) : 153 - 165
  • [8] Gherman D, 2018, ROM J MORPHOL EMBRYO, V59, P699
  • [9] MITF-the first 25 years
    Goding, Colin R.
    Arnheiter, Heinz
    [J]. GENES & DEVELOPMENT, 2019, 33 (15-16) : 983 - 1007
  • [10] Exosomes from human umbilical cord blood accelerate cutaneous wound healing through miR-21-3p-mediated promotion of angiogenesis and fibroblast function
    Hu, Yin
    Rao, Shan-Shan
    Wang, Zhen-Xing
    Cao, Jia
    Tan, Yi-Juan
    Luo, Juan
    Li, Hong-Ming
    Zhang, Wei-She
    Chen, Chun-Yuan
    Xie, Hui
    [J]. THERANOSTICS, 2018, 8 (01): : 169 - 184