Table 4.
Epithelial cell transcriptome—genes for which expression remained in strong positive or negative associations with reticular basement membrane thickness (correlation coefficients ≥ 0.6 or ≤ −0.6).
Gene | Alias for Gene | Correlation Coefficient | Potential Linkage with Airway and Asthma Pathology |
---|---|---|---|
MIS12 | MIS12 kinetochore complex component | 0.745 | Plays an essential role in chromosome segregation [9]. The higher expression suggests increased proliferation potency of airway epithelial cells. |
CDK20 | Cyclin-dependent kinase 20 | 0.727 | The encoded kinase may activate airway epithelial cell growth and proliferation [8]. |
TACC2 | Transforming acidic coiled-coil protein 2 | 0.608 | A centrosome- and microtubule-interacting protein, involved in homologous recombination repair [22], attenuates DNA damage and cytotoxicity in immortalized human bronchial epithelial cells [23]. |
NEK5 | NIMA related kinase 5 | 0.625 | Regulates centrosome integrity and is involved in cell proliferation [24]. The higher expression suggests increased proliferation potency of airway epithelial cells. |
ORC5 | The origin recognition complex subunit 5 | 0.603 | Promotes DNA replication [25]. The higher expression might indicate increased proliferation potency of airway epithelial cells. |
AMBRA1 | Autophagy and beclin 1 regulator 1 | 0.626 | Regulates autophagy, cell survival, and proliferation [26]. A positive correlation with reticular basement membrane (RBM) thickness suggests that autophagy mechanisms are likely involved in airway remodeling pathology. |
GAD1 | Glutamate decarboxylase 1 | 0.696 | An enzyme catalyzing gamma-aminobutyric acid (GABA) production. GABA may be produced by human epithelial cells, likely relaxing airway smooth muscle [27]. Higher expression of GAD1 in airway transcriptome has also been documented in chronic obstructive pulmonary disease (COPD) patients [28]. |
MYO1B | Myosin I B | 0.658 | A motor protein related to the actin filament-based cell organization and movement [29]. Higher airway epithelial cell expression might reflect epithelial-to-mesenchymal transition, a structural modification, whereby epithelial cells lose cell–cell polarity and display mesenchymal features, such as migratory properties [5]. |
CORO2A | Coronin 2A | 0.6 | An actin-binding protein involved in cell cycle progression, signal transduction, cell motility, apoptosis, and gene expression [30]. Higher expression in airway epithelium may also reflect the epithelial-to-mesenchymal transition. |
TPM1 | Tropomyosin alpha-1 chain | 0.603 | An actin-binding protein involved in the contractile cell system [31]. The higher expression may also reflect the epithelial-to-mesenchymal transition. |
OTOF | Otoferlin | 0.612 | A protein involved in the vesicular release. Pathological mutations in OTOF are related to deafness. Although its exact role in asthma pathology is unknown, it may be involved in airway mucus secretion [32]. |
TPH1 | Tryptophan hydrolase 1 | 0.643 | A hydroxylase that catalyzes the first rate-limiting step in the biosynthesis of serotonin [33], an important inflammatory mediator in asthma. Serotonin modulates the function of various inflammatory cells, such as mast cells, eosinophils, dendritic cells, and lung epithelium. Higher levels have been shown in asthma patients’ airways; however, its exact source in the lungs is unknown [34]. |
RNF34 | Ring finger protein 34 | 0.683 | A ring finger containing protein, involved in protein–protein and protein–DNA interactions. It likely protects epithelial cells from premature apoptosis [35]. |
EEF2 | Eukaryotic translation elongation factor 2 | 0.658 | An essential factor in cell protein biosynthesis. The higher expression suggests increased protein translation potency in asthma patients with thicker RBM [36]. |
STAP1 | Signal transducing adaptor family member 1 | 0.609 | Positively regulates gene expression and signal transduction. The exact role in asthma pathology is unknown; however, it is abundant in activated human B cells [37]. |
OAS2 | 2′-5′-oligoadenylate synthetase 2 | 0.703 | An interferon-induced antiviral ribonuclease L that destabilizes double-stranded viral RNA. It plays a critical role in the cellular innate antiviral response. A positive correlation with RBM thickness suggests that viral infections, essential asthma exacerbation triggers, might also be involved in airway remodeling pathology. The encoded protein also regulates cell apoptosis, growth, differentiation, and gene expression [20]. |
USH2A | Usherin | 0.601 | An extracellular matrix protein, found in many tissues’ basement membrane, including the lungs [18]. |
LAMA3 | Laminin subunit α3 | 0.615 | A protein belonging to the laminin family. Laminins are essential for the formation and function of the basement membrane [17]. Higher airway expression has been linked with COPD and idiopathic pulmonary fibrosis patients [38]. |
PCDHA3 | Protocadherin alpha 3 | 0.609 | A neural cadherin-like cell adhesion protein. Its role in airways is unknown; however, it might be related to the neural network and synaptic organization in airway remodeling pathology [39]. |
PDS5 | Cohesin associated factor B | −0.643 | A protein that negatively regulates cell proliferation [10]. The lower expression suggests increased proliferation potency of airway epithelial cells. |
HPRT1 | Hypoxanthine phosphoribosyltransferase 1 | −0.647 | A transferase engaged in purine salvage pathway. Its deficiency might be associated with increased local uric acid production [40]. Soluble uric acid is an endogenous danger signal, which may stimulate neovascularization [41] and cell proliferation [42]. Furthermore, hypoxia-inducible factor 1 α (HIF1-α) strongly upregulates HPRT1; therefore, a lower expression of HPRT1 might indicate a worse response to oxidative stress in airway epithelium [40]. |
RNF13 | Ring finger protein 13 | −0.636 | A ring zinc finger containing protein, promoting cell apoptosis [43]. The lower expression might indicate the anti-apoptotic potency of airway epithelial cells. |
MRPL37 | Mitochondrial ribosomal protein L37 | −0.66 | A large subunit of mitochondrial ribosomal proteins, which catalyzes protein production within the mitochondrion. Recent investigations have uncovered this protein’s pro-apoptotic role [44,45]; therefore, its lower expression might indicate anti-apoptotic potency of airway epithelial cells. |
CACNA1G | Calcium voltage-gated channel subunit α1 G | −0.615 | A transmembrane voltage-dependent calcium channel promoting cell death. The decreased expression suggests lower apoptotic activity [46]. |
PIEZO2 | Piezo type mechanosensitive ion channel component 2 | −0.6 | A stretch-gated ion channel that senses airway stretches [47]. Lower expression in those with a thicker RBM might indicate a weaker response to epithelial cells’ mechanical stimuli. Lower PIEZO2 expression has been shown in COPD patients [28]. |
CA3 | Carbonic anhydrase 3 | −0.606 | A carbonic anhydrase that facilitates the reversible hydrating of carbon dioxide. Lower expression in those with thicker RBM might indicate a possible weaker contraction ability or a worse response to oxidative stress in airway epithelium because CA3 is upregulated by HIF1-α [48]. |
KIF11 | Kinesin family member 11 | −0.645 | A motor cell protein involved i.a. in cilia beating and cell division. The lower expression might suggest impaired cilia function in those with a thicker RBM [49]. |
C21orf58 | Chromosome 21 open reading frame 58 | −0.629 | Exact biological roles are unknown |