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Clinical relevance of miR-423-5p levels in chronic obstructive pulmonary disease patients

Abstract

Objective:

This study aimed to examine changes in miRNAs expression profile of COPD patients.

Methods:

Thirty-six COPD patients as well as thirty-three healthy volunteers were recruited. Total RNAs were collected from the plasma of each participant. The differentially expressed miRNAs in COPD were screened from the GEO database. RT-qPCR was carried out to detect miRNA expression.

Results:

In total, 9 out of 55 miRNAs were expressed differentially in COPD patients. Confirmed by RT-qPCR validation, 6 miRNAs increased while 3 miRNAs decreased. Further analysis of miR-423-5p, which has not been reported in COPD, showed that AUC for the diagnosis of COPD was 0.9651, and miR-423-5p levels was inversely correlated with the duration of smoking.

Conclusion:

The present study demonstrates that miR-423-5p is a potential marker for identifying COPD patients.

Keywords:
COPD; miR-423-5p; GEO; Receiver operating curve

HIGHLIGHTS

Relationship of plasma miR-423-5p expression in COPD patients as well as smoking history.

9 miRNAs were dysregulated in COPD patients.

miR-423-5p has potential value as a clinical diagnosis of COPD.

Introduction

Chronic Obstructive Pulmonary Disease (COPD), a common respiratory disease, is characterized by continuous respiratory inflammation as well as airflow restriction, and airflow restriction mostly presents an irreversible progressive development.11 Tam A, Sin DD. Pathobiologic mechanisms of chronic obstructive pulmonary disease. Med Clin N Am 2012;96(4):681–98.,22 Singh D, Agusti A, Anzueto A, Barnes PJ, Bourbeau J, Celli BR, et al. Global strategy for the diagnosis, management, and prevention of chronic obstructive lung disease: the GOLD science committee report 2019. Eur Respir J 2019;53(5):1900164. It is reported that the prevalence of COPD in adults over 40 years of age is 5‒19% globally,33 Buist AS, McBurnie MA, Vollmer WM, Gillespie S, Burney P, et al. BOLD Collaborative Research Group. International variation in the prevalence of COPD (the BOLD Study): a population-based prevalence study. Lancet 2007;370(9589):741–50. causing a huge social burden. COPD is usually caused by long-term exposure to harmful gases or small particles and is also associated with genes, airway hyperresponsiveness, and pulmonary dysplasia.44 Lange P, Celli B, Agusti A, Boje Jensen G, Divo M, Faner R, et al. Lung-function trajectories leading to chronic obstructive pulmonary disease. N Engl J Med 2015;373(2):111–22. Smoking is currently considered to be the most important pathogenic factor for COPD.55 Peiffer G, Underner M, Perriot J. The respiratory effects of smoking. Rev Pneumol Clin 2018;74(3):133–44. In addition, genetic factors such as age growth,66 Birch J, Barnes PJ, Passos JF. Mitochondria, telomeres, and cell senescence: Implications for lung ageing and disease. Pharmacol Ther 2018;183:34–49. gender difference,77 Ruvuna L, Sood A. Epidemiology of chronic obstructive pulmonary disease. Clin Chest Med 2020;41(3):315–27. and α-1 antitrypsin deficiency88 Gooptu B, Ekeowa UI, Lomas DA. Mechanisms of emphysema in alpha1-antitrypsin deficiency: molecular and cellular insights. Eur Respir J 2009;34(2):475–88. are the causes of COPD as well.

The pathogenesis of COPD is complex and has not yet been fully clarified. Previously, the pathogenesis of COPD included inflammatory response,99 Grumelli S, Corry DB, Song LZ, Song L, Green L, Huh J, et al. An immune basis for lung parenchymal destruction in chronic obstructive pulmonary disease and emphysema. PLoS Med 2004;1(1):e8. oxidative stress,1010 Heunks LM, Vina J, van Herwaarden CL, Folgering HT, Gimeno A, Dekhuijzen PN. Xanthine oxidase is involved in exercise-induced oxidative stress in chronic obstructive pulmonary disease. Am J Physiol 1999;277(6):R1697–704. protease imbalance,1111 Shapiro SD, Goldstein NM, Houghton AM, Kobayashi DK, Kelley D, Belaaouaj A. Neutrophil elastase contributes to cigarette smoke-induced emphysema in mice. Am J Pathol 2003;163(6):2329–35. etc. In recent years, hypotheses such as apoptosis,1212 Hodge S, Hodge G, Holmes M, Reynolds PN. Increased airway epithelial and T-cell apoptosis in COPD remains despite smoking cessation. Eur Respir J 2005;25(3):447–54. respiratory microbial disorder,1313 Sethi S, Murphy TF. Infection in the pathogenesis and course of chronic obstructive pulmonary disease. N Engl J Med 2008;359(22):2355–65. and ineffective repair of damaged stem cells1414 Li Y, Gu C, Xu W, Yan J, Xia Y, Ma Y, et al. Therapeutic effects of amniotic fluid-derived mesenchymal stromal cells on lung injury in rats with emphysema. Respir Res 2014;15(1):120. have further improved the research on the pathogenesis of COPD. At present, bronchiectasis drugs such as β2 receptor agonist1515 Billington CK, Penn RB, Hall IP. β2 Agonists. Handb Exp Pharmacol 2017;237:23–40. and muscarinic antagonist1616 Vogelmeier CF, Bateman ED, Pallante J, Alagappan VK, D’Andrea P, Chen H, et al. Efficacy and safety of once-daily QVA149 compared with twice-daily salmeterol-fluticasone in patients with chronic obstructive pulmonary disease (ILLUMINATE): a randomised, double-blind, parallel group study. Lancet Respir Med 2013;1(1):51–60. are mainly used in the clinical treatment of COPD. Anti-inflammatory drugs and antioxidant drugs are also effective treatment methods. Considering the high morbidity and mortality, further study of COPD is necessary.

MicroRNA (miRNA) are short-chain non-coding RNA molecules composed of about 22 nucleotides, which can specifically bind to the target mRNA to inhibit its translation or mediate its degradation, so as to realize the gene regulation at the post-transcriptional level.1717 Wilczynska A, Bushell M. The complexity of miRNA-mediated repression. Cell Death Differ 2015;22(1):22–33. It is estimated that miRNA regulates about 25% of all human genes.1818 Bartel DP. MicroRNAs: genomics, biogenesis, mechanism, and function. Cell 2004;116(2):281–97. Therefore, miRNA involves a large number of different biological processes, such as cell proliferation and differentiation, aging, metabolism as well as inflammation,1919 Chen CZ, Li L, Lodish HF, Bartel DP. MicroRNAs modulate hematopoietic lineage differentiation. Science 2004;303(5654):83–6., 2020 Alvarez-Garcia I, Miska EA. MicroRNA functions in animal development and human disease. Development 2005;132(21):4653–62., 2121 Bushati N, Cohen SM. microRNA functions. Annu Rev Cell Dev Biol 2007;23:175–205. thus miRNA plays a huge role in organisms. Studies have reported that there is a significant imbalance in miRNA in COPD patients.2222 Dang X, Qu X, Wang W, Liao C, Li Y, Zhang X, et al. Bioinformatic analysis of micro-RNA and mRNA Regulation in peripheral blood mononuclear cells of patients with chronic obstructive pulmonary disease. Respir Res 2017;18:4.,2323 Campbell JD, McDonough JE, Zeskind JE, Hackett TL, Pechkovsky DV, Brandsma CA, et al. A gene expression signature of emphysema-related lung destruction and its reversal by the tripeptide GHK. Genome Med 2012;4(8):67. Further studies have shown that miRNA can affect lung development,2424 Williams AE, Moschos SA, Perry MM, Barnes PJ, Lindsay MA. Maternally imprinted microRNAs are differentially expressed during mouse and human lung development. Dev Dyn 2007;236(2):572–80. and mediate the generation of inflammation,2525 Perry MM, Moschos SA, Williams AE, Shepherd NJ, Larner-Svensson HM, Lindsay MA. Rapid changes in microRNA-146a expression negatively regulate the IL-1beta-induced inflammatory response in human lung alveolar epithelial cells. J Immunol 2008;180(8):5689–98. thus affecting the occurrence and development of COPD. MiR-423 is a relatively conserved miRNA in humans, mice, pigs, cows, and other species. It can form two mature sequences: miR-423-3p and miR-423-5p. MiR-423 is closely related to many diseases. For example, miR-423-5p can be used as a molecular marker to reflect the severity of liver failure.2121 Bushati N, Cohen SM. microRNA functions. Annu Rev Cell Dev Biol 2007;23:175–205. MiR-423-3p promotes cell proliferation, migration, and invasion in endometrial cancer,11 Tam A, Sin DD. Pathobiologic mechanisms of chronic obstructive pulmonary disease. Med Clin N Am 2012;96(4):681–98. liver cancer,1313 Sethi S, Murphy TF. Infection in the pathogenesis and course of chronic obstructive pulmonary disease. N Engl J Med 2008;359(22):2355–65. gastric cancer,2222 Dang X, Qu X, Wang W, Liao C, Li Y, Zhang X, et al. Bioinformatic analysis of micro-RNA and mRNA Regulation in peripheral blood mononuclear cells of patients with chronic obstructive pulmonary disease. Respir Res 2017;18:4. colorectal cancer2323 Campbell JD, McDonough JE, Zeskind JE, Hackett TL, Pechkovsky DV, Brandsma CA, et al. A gene expression signature of emphysema-related lung destruction and its reversal by the tripeptide GHK. Genome Med 2012;4(8):67. and other cell lines and animal models. However, the role of miR-423-3p in COPD remains unclear.

Therefore, the secondary objective of this study was to select the profiled plasma miRNAs in COPD patients. The primary objective was to explore the relationship between miR-423-5p and COPD and provide potential targets for COPD treatment.

Materials and methods

Patients

Samples were gathered from COPD patients (n = 36) and healthy volunteers (n = 33) at ChongQing TongLiang people’s Hospital. The healthy individuals were not smokers. In the morning, 5 mL of median cubital venous blood was collected on an empty stomach, centrifuged at -4°C and 2000 r/min for 10 min. Then the serum was separated and stored in a -70°C refrigerator for further experiments.

The study was approved by ChongQing TongLiang people’s Hospital (Ethical number 2020-33). Signed informed consent forms were obtained from each individual.

RNA isolation

Isolation of RNA from patients’ plasma (200 µL) was performed using a miRNeasy Serum/Plasma Advanced Kit (Qiagen). Each miRNA sample had a total volume of 30 µL and was stored at -80°C prior to cDNA synthesis.

Real-time quantitative polymerase chain reaction (RT-qPCR)

Total RNA was extracted by the TRIzol® reagent (Invitrogen; Thermo Fisher Scientific, Inc.). Reverse transcription and qPCR were performed by BlazeTaq One-Step SYBR Green RT-qPCR Kit (with ROX) (QP071; GeneCopoeia, Inc., USA) on a SEDI Thermo Cycler with Control Bus Net software package (Wealtec Bioscience Co., Ltd., New Taipei City, Taiwan). Primers were designed and synthesized by Nanjing Gen-script Biotech Co., Ltd., (Jianngsu, P. R China). The results were analyzed using the 2−ΔΔCt method. Sequences of the primers were shown in Table 1.

Table 1
Sequences for RT-qPCR primers.

Statistical analysis

Each experiment was carried out 3 times. All data were calculated by GraphPad Prism (version 7, GraphPad Software Inc.), and presented as mean ± SD. The Student’s t-test was used to contrast two groups’ differences, then contrast among multiple groups used the Analysis of Variance (ANOVA) followed by Duncan’s post-hoc test. The correlation analysis was performed using Pearson’s correlation analysis. The clinical significance of PAF was analyzed in the plasma by the Receiver Operating Curve (ROC) using the Area Under the Curve (AUC); p < 0.05 suggested a significant difference.

Results

COPD patient characteristics

In this study, a total of 69 individuals including 36 COPD patients as well as 33 healthy volunteers were enrolled. No significant difference shows in sex, age, Body Mass Index (BMI), family history of COPD as well as a history of smoking between the two groups (Table 2).

Table 2
Demographic, clinical and biological data of the COPD patients and healthy controls in the miRNA screen study.

mRNA expression profile in COPD patients

A total of 55 miRNAs in the plasma of COPD patients were assessed, 6 miRNAs levels were notably increased while 3 miRNAs levels were decreased markedly (Fig. 1). These miRNAs were selected for further analysis.

Fig. 1
mRNA expression profile in COPD patients. Volcano plots indicated the differentially expressed miRNAs between COPD patients and normal samples.

Validation of dysregulated miRNAs in COPD patients

The 9 miRNAs with notably differential expression in COPD patients were verified via RT-qPCR. Compared to the healthy individuals, 6 miRNAs (has-miR-22-3p, has-miR-24-3p, has-miR-203a-3p, has-miR-320a-3p, has-miR-320b, has-miR-126-3p) expression were significant up-regulated (Fig. 2AF), nevertheless, 3 miRNAs (has-miR-100-5p, has-miR-423-5p, has-miR-200b-3p) were down-regulated observably (Fig. 2GI). Considering that miR-423-5p was notably dysregulated in COPD patients and had not been reported at present, further analysis will focus on miR-423-5p.

Fig. 2
Validation of dysregulated miRNAs in COPD patients. (A‒I) Expression of different miRNAs. ** p < 0.01, *** p < 0.001 versus normal.

Receiver operating characteristic curves for miR-423-5p

Compared with the healthy individuals, the receiver operating characteristic curve showed that the AUC of miR-423-5p for the diagnosis of COPD was 0.9651 (95% CI: 0.9269–1) (Fig. 3). Besides, there was no significant difference in sex, age, BMI between miR-423-5p low expression group and high expression group. Besides, more patients with a family history of COPD and smoking longer expressed a low level of miR-423-5p (Table 3).

Fig. 3
Receiver operating characteristic curves for miR-423-5p. ROC curve analysis of diagnostic efficacy of miR-423-5p.

Table 3
Demographic, clinical and biological data of the COPD patients and healthy controls in the miRNA screen study.

Relationship between plasma miR-423-5p expression in COPD patients as well as smoking history

The plasma miR-423-5p level in COPD patients was inversely correlated with the duration of smoking (r = -0.5251, p < 0.0001; Fig. 4).

Fig. 4
Relationship of plasma miR-423-5p expression in COPD patients as well as smoking history. Correlation between the levels of plasma miR-423-5p as well as the duration of smoking.

Relationship between plasma miR-423-5p expression in the chest tomography results of COPD patients

As shown in Fig. 5, the authors found that COPD patients with low levels of miR-423-5p exhibited an obvious disease characteristic compared with COPD patients with high levels of miR-423-5p.

Fig. 5
Relationship between plasma miR-423-5p expression and the chest tomography results in COPD patients. The chest tomography results of the COPD patients with the high levels of miR-423-5p (A) and low levels of miR-423-5p (B).

Discussion

COPD is the third leading cause of death worldwide.2626 Lopez-Campos JL, Tan W, Soriano JB. Global burden of COPD. Respirology 2016;21(1):14–23. China is a high incidence area of COPD. According to statistics, nearly one-third of the 2.99 billion COPD patients worldwide in 2017 were in China.2727 Disease GBD, Injury I, Prevalence C. Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990-2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet 2018;392(10159):1789–858.,2828 Wang C, Xu J, Yang L, Xu Y, Zhang X, Bai C, et al. China Pulmonary Health Study Group. Prevalence and risk factors of chronic obstructive pulmonary disease in China (the China Pulmonary Health [CPH] study): a national cross-sectional study. Lancet 2018;391(10131):1706–17. In this study, plasma levels of 55 miRNAs were measured from 36 COPD patients as well as 33 healthy individuals, and 9 miRNAs were found to be significantly dysregulated. Among them, 6 miRNAs expression significantly increased while 3 miRNAs were decreased observably. Further analysis of miR-423-5p revealed that the AUC of miR-423-5p for the diagnosis of COPD was 0.9169 (95% CI: 0.8415-0.9923), and its expression level was inversely correlated with the duration of smoking in patients, suggesting that miR-423-5p has potential value as a clinical diagnosis of COPD.

MiRNAs play a vital role in the physiological as well as pathological mechanisms of various respiratory diseases, containing asthma, idiopathic pulmonary fibrosis, bronchiectasis, and COPD.2929 Pietrusinska M, Pajak A, Gorski P, Kuna P, Szemraj J, Gozdzinska-Nielepkowicz A, et al. Preliminary studies: differences in microRNA expression in asthma and chronic obstructive pulmonary disease. Postepy Dermatol Alergol 2016;33(4):276–80. Lung tissues have been dependent on miRNAs since early embryonic development. The expression of mir-29b in the epithelial cells of COPD patients is significantly decreased.3030 Tang K, Zhao J, Xie J, Wang J. Decreased miR-29b expression is associated with airway inflammation in chronic obstructive pulmonary disease. Am J Physiol Lung Cell Mol Physiol 2019;316(4):L621–9. In addition, miR-335-5p expression was notably decreased in lung fibroblasts of COPD patients.3131 Ong J, van den Berg A, Faiz A, Boudewijn IM, Timens W, Vermeulen CJ, et al. Current smoking is associated with decreased expression of miR-335-5p in parenchymal lung fibroblasts. Int J Mol Sci 2019;20(20):5176. In this study, 9 miRNAs were significantly dysregulated and RT-qPCR further confirmed that 6 miRNAs (has-miR-22-3p, has-miR-24-3p, has-miR-203a-3p, has-miR-320a-3p, has-miR-320b, has-miR-126-3p) expression were significant up-regulated while 3 miRNAs (has-miR-100-5p, has-miR-423-5p, has-miR-200b-3p) were down-regulated observably.

Reports showed that miR-423-5p takes part in the regulation of the development of various tumors, such as aggravating the development of lung adenocarcinoma by targeting CADM1,3232 Huang Y, Feng G. MiR-423-5p aggravates lung adenocarcinoma via targeting CADM1. Thorac Cancer 2021;12(2):210–7. targeting GRIM-19 to promote the progression of prostate cancer,3333 Lin H, Lin T, Lin J, Yang M, Shen Z, Liu H, et al. Inhibition of miR-423-5p suppressed prostate cancer through targeting GRIM-19. Gene 2019;688:93–7. and targeting STMN1 to inhibit the proliferation and invasion of osteosarcoma.3434 Wang X, Peng L, Gong X, Zhang X, Sun R, Du J. miR-423-5p inhibits osteosarcoma proliferation and invasion through directly targeting STMN1. Cell Physiol Biochem 2018;50(6):2249–59. There is no report of mir-423-5p in COPD. In this study, compared with healthy individuals, the miR-423-5p level in COPD patients was markedly down-regulated, and the AUC for the diagnosis of COPD was 0.9651, indicating that miR-423-5p can be used as a potential diagnostic indicator for COPD. In addition, the miR-423-5p level in patients with COPD was inversely correlated with the duration of smoking (r = -0.5251, p < 0.0001), and family history also had a notable effect on the decrease of the miR-423-5p level.

In conclusion, the present study’s results suggest that 9 miRNAs were dysregulated in COPD patients and miR-423-5p may be a target for COPD diagnosis.

  • Funding
    This work was supported by Chongqing Science and Health Joint Medical Research Project under Grant no. 2020FYYX229.
  • Data availability statement
    The datasets used and analyzed during the current study are available from the corresponding author upon reasonable request.

Acknowledgments

Not applicable.

References

  • 1
    Tam A, Sin DD. Pathobiologic mechanisms of chronic obstructive pulmonary disease. Med Clin N Am 2012;96(4):681–98.
  • 2
    Singh D, Agusti A, Anzueto A, Barnes PJ, Bourbeau J, Celli BR, et al. Global strategy for the diagnosis, management, and prevention of chronic obstructive lung disease: the GOLD science committee report 2019. Eur Respir J 2019;53(5):1900164.
  • 3
    Buist AS, McBurnie MA, Vollmer WM, Gillespie S, Burney P, et al. BOLD Collaborative Research Group. International variation in the prevalence of COPD (the BOLD Study): a population-based prevalence study. Lancet 2007;370(9589):741–50.
  • 4
    Lange P, Celli B, Agusti A, Boje Jensen G, Divo M, Faner R, et al. Lung-function trajectories leading to chronic obstructive pulmonary disease. N Engl J Med 2015;373(2):111–22.
  • 5
    Peiffer G, Underner M, Perriot J. The respiratory effects of smoking. Rev Pneumol Clin 2018;74(3):133–44.
  • 6
    Birch J, Barnes PJ, Passos JF. Mitochondria, telomeres, and cell senescence: Implications for lung ageing and disease. Pharmacol Ther 2018;183:34–49.
  • 7
    Ruvuna L, Sood A. Epidemiology of chronic obstructive pulmonary disease. Clin Chest Med 2020;41(3):315–27.
  • 8
    Gooptu B, Ekeowa UI, Lomas DA. Mechanisms of emphysema in alpha1-antitrypsin deficiency: molecular and cellular insights. Eur Respir J 2009;34(2):475–88.
  • 9
    Grumelli S, Corry DB, Song LZ, Song L, Green L, Huh J, et al. An immune basis for lung parenchymal destruction in chronic obstructive pulmonary disease and emphysema. PLoS Med 2004;1(1):e8.
  • 10
    Heunks LM, Vina J, van Herwaarden CL, Folgering HT, Gimeno A, Dekhuijzen PN. Xanthine oxidase is involved in exercise-induced oxidative stress in chronic obstructive pulmonary disease. Am J Physiol 1999;277(6):R1697–704.
  • 11
    Shapiro SD, Goldstein NM, Houghton AM, Kobayashi DK, Kelley D, Belaaouaj A. Neutrophil elastase contributes to cigarette smoke-induced emphysema in mice. Am J Pathol 2003;163(6):2329–35.
  • 12
    Hodge S, Hodge G, Holmes M, Reynolds PN. Increased airway epithelial and T-cell apoptosis in COPD remains despite smoking cessation. Eur Respir J 2005;25(3):447–54.
  • 13
    Sethi S, Murphy TF. Infection in the pathogenesis and course of chronic obstructive pulmonary disease. N Engl J Med 2008;359(22):2355–65.
  • 14
    Li Y, Gu C, Xu W, Yan J, Xia Y, Ma Y, et al. Therapeutic effects of amniotic fluid-derived mesenchymal stromal cells on lung injury in rats with emphysema. Respir Res 2014;15(1):120.
  • 15
    Billington CK, Penn RB, Hall IP. β2 Agonists. Handb Exp Pharmacol 2017;237:23–40.
  • 16
    Vogelmeier CF, Bateman ED, Pallante J, Alagappan VK, D’Andrea P, Chen H, et al. Efficacy and safety of once-daily QVA149 compared with twice-daily salmeterol-fluticasone in patients with chronic obstructive pulmonary disease (ILLUMINATE): a randomised, double-blind, parallel group study. Lancet Respir Med 2013;1(1):51–60.
  • 17
    Wilczynska A, Bushell M. The complexity of miRNA-mediated repression. Cell Death Differ 2015;22(1):22–33.
  • 18
    Bartel DP. MicroRNAs: genomics, biogenesis, mechanism, and function. Cell 2004;116(2):281–97.
  • 19
    Chen CZ, Li L, Lodish HF, Bartel DP. MicroRNAs modulate hematopoietic lineage differentiation. Science 2004;303(5654):83–6.
  • 20
    Alvarez-Garcia I, Miska EA. MicroRNA functions in animal development and human disease. Development 2005;132(21):4653–62.
  • 21
    Bushati N, Cohen SM. microRNA functions. Annu Rev Cell Dev Biol 2007;23:175–205.
  • 22
    Dang X, Qu X, Wang W, Liao C, Li Y, Zhang X, et al. Bioinformatic analysis of micro-RNA and mRNA Regulation in peripheral blood mononuclear cells of patients with chronic obstructive pulmonary disease. Respir Res 2017;18:4.
  • 23
    Campbell JD, McDonough JE, Zeskind JE, Hackett TL, Pechkovsky DV, Brandsma CA, et al. A gene expression signature of emphysema-related lung destruction and its reversal by the tripeptide GHK. Genome Med 2012;4(8):67.
  • 24
    Williams AE, Moschos SA, Perry MM, Barnes PJ, Lindsay MA. Maternally imprinted microRNAs are differentially expressed during mouse and human lung development. Dev Dyn 2007;236(2):572–80.
  • 25
    Perry MM, Moschos SA, Williams AE, Shepherd NJ, Larner-Svensson HM, Lindsay MA. Rapid changes in microRNA-146a expression negatively regulate the IL-1beta-induced inflammatory response in human lung alveolar epithelial cells. J Immunol 2008;180(8):5689–98.
  • 26
    Lopez-Campos JL, Tan W, Soriano JB. Global burden of COPD. Respirology 2016;21(1):14–23.
  • 27
    Disease GBD, Injury I, Prevalence C. Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990-2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet 2018;392(10159):1789–858.
  • 28
    Wang C, Xu J, Yang L, Xu Y, Zhang X, Bai C, et al. China Pulmonary Health Study Group. Prevalence and risk factors of chronic obstructive pulmonary disease in China (the China Pulmonary Health [CPH] study): a national cross-sectional study. Lancet 2018;391(10131):1706–17.
  • 29
    Pietrusinska M, Pajak A, Gorski P, Kuna P, Szemraj J, Gozdzinska-Nielepkowicz A, et al. Preliminary studies: differences in microRNA expression in asthma and chronic obstructive pulmonary disease. Postepy Dermatol Alergol 2016;33(4):276–80.
  • 30
    Tang K, Zhao J, Xie J, Wang J. Decreased miR-29b expression is associated with airway inflammation in chronic obstructive pulmonary disease. Am J Physiol Lung Cell Mol Physiol 2019;316(4):L621–9.
  • 31
    Ong J, van den Berg A, Faiz A, Boudewijn IM, Timens W, Vermeulen CJ, et al. Current smoking is associated with decreased expression of miR-335-5p in parenchymal lung fibroblasts. Int J Mol Sci 2019;20(20):5176.
  • 32
    Huang Y, Feng G. MiR-423-5p aggravates lung adenocarcinoma via targeting CADM1. Thorac Cancer 2021;12(2):210–7.
  • 33
    Lin H, Lin T, Lin J, Yang M, Shen Z, Liu H, et al. Inhibition of miR-423-5p suppressed prostate cancer through targeting GRIM-19. Gene 2019;688:93–7.
  • 34
    Wang X, Peng L, Gong X, Zhang X, Sun R, Du J. miR-423-5p inhibits osteosarcoma proliferation and invasion through directly targeting STMN1. Cell Physiol Biochem 2018;50(6):2249–59.

Publication Dates

  • Publication in this collection
    02 Dec 2022
  • Date of issue
    2022

History

  • Received
    11 Jan 2022
  • Reviewed
    21 June 2022
  • Accepted
    26 Aug 2022
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