| Literature DB >> 31234850 |
Ari Jon Arason1,2, Jon Petur Joelsson1, Bryndis Valdimarsdottir1,2, Snaevar Sigurdsson1, Alexander Gudjonsson1, Skarphedinn Halldorsson3, Freyr Johannsson3, Ottar Rolfsson3, Fredrik Lehmann2, Saevar Ingthorsson1,2, Paulina Cherek4, Gudmundur H Gudmundsson5, Fridrik R Gardarsson2, Clive P Page2,6, Olafur Baldursson2,7, Thorarinn Gudjonsson1,8,2, Jennifer A Kricker9,10.
Abstract
BACKGROUND: Azithromycin (Azm) is a macrolide recognized for its disease-modifying effects and reduction in exacerbation of chronic airway diseases. It is not clear whether the beneficial effects of Azm are due to its anti-microbial activity or other pharmacological actions. We have shown that Azm affects the integrity of the bronchial epithelial barrier measured by increased transepithelial electrical resistance. To better understand these effects of Azm on bronchial epithelia we have investigated global changes in gene expression.Entities:
Keywords: Air-liquid interface; Airway; Azithromycin; Epidermal differentiation; Epithelia; Gene expression
Year: 2019 PMID: 31234850 PMCID: PMC6591972 DOI: 10.1186/s12931-019-1101-3
Source DB: PubMed Journal: Respir Res ISSN: 1465-9921
Fig. 1Azm treatment enhances TEER and decreases paracellular flux of airway epithelium culture in ALI. a) Azm increases TEER in bronchial-derived basal epithelial cell lines. VA10 (top left) and BCi-NS1.1 (top right). Cells were treated with 25 μg/ml (Azm) for 3 weeks, and then RNA was harvested. Bars represent the average from triplicate wells. Significant differences between Ctrl and Azm are indicated (P < 0.05*; P < 0.01**). b) The apical to basolateral permeability of airway epithelia decreased over time in both control and Azm treated cells. Apparent permeability of sodium fluorescein (Na-Flu was measured as an indication of paracellular flux in VA10 cells. This was inversely correlated with an increase in TEER. c) Azm treatment produces a thicker cell layer in airway epithelia. Representative cross-sectional images of VA10 (left) and BCi-NS1.1 (right) cells after culture in ALI for 3 weeks with Azm treatment (bottom) and without (top). Note the increase in thickness of the epithelial layer and formation of vacuoles in Azm treated cells. Cells were counterstained with hemotoxylin. Bar = 100 μm
Azm induces global gene expression changes in airway epithelia
| Day 4 | Day 10 | Day 22 | ||||||
|---|---|---|---|---|---|---|---|---|
| GO biological process complete | fold enrichment | raw | GO biological process complete | fold enrichment | raw | GO biological process complete | fold enrichment | raw |
| negative regulation of platelet activation (GO:0010544) | 47,39 | 5,25E-05 | positive regulation of receptor catabolic process (GO:2000646) | 56,36 | 6,21E-05 | desmosome organization (GO:0002934) | 17,34 | 8,23E-06 |
| ovulation (GO:0030728) | 44,9 | 6,06E-05 | intracellular cholesterol transport (GO:0032367) | 25,05 | 4,10E-05 | establishment of skin barrier (GO:0061436) | 15,9 | 2,49E-09 |
| negative regulation of hemostasis (GO:1900047) | 23,21 | 3,57E-05 | intracellular sterol transport (GO:0032366) | 23,48 | 5,09E-05 | regulation of water loss via skin (GO:0033561) | 14,45 | 5,36E-09 |
| negative regulation of blood coagulation (GO:0030195) | 23,21 | 3,57E-05 | cellular response to sterol (GO:0036315) | 22,1 | 6,23E-05 | cornification (GO:0070268) | 9,55 | 4,19E-22 |
| negative regulation of coagulation (GO:0050819) | 21,87 | 4,45E-05 | cellular response to low-density lipoprotein particle stimulus (GO:0071404) | 20,88 | 7,55E-05 | intermediate filament cytoskeleton organization (GO:0045104) | 6,15 | 1,71E-05 |
| positive regulation of blood vessel diameter (GO:0097755) | 20,68 | 5,47E-05 | nitric oxide mediated signal transduction (GO:0007263) | 19,78 | 9,07E-05 | intermediate filament-based process (GO:0045103) | 6,02 | 2,01E-05 |
| alpha-amino acid catabolic process (GO:1901606) | 14,22 | 3,39E-05 | low-density lipoprotein particle clearance (GO:0034383) | 19,57 | 1,20E-05 | multicellular organismal water homeostasis (GO:0050891) | 5,96 | 1,29E-06 |
| cellular amino acid catabolic process (GO:0009063) | 11,95 | 7,50E-05 | cholesterol biosynthetic process (GO:0006695) | 17,89 | 4,91E-08 | water homeostasis (GO:0030104) | 5,95 | 5,17E-07 |
| positive regulation of vasculature development (GO:1904018) | 11 | 4,31E-06 | secondary alcohol biosynthetic process (GO:1902653) | 17,48 | 5,77E-08 | keratinization (GO:0031424) | 5,14 | 1,29E-15 |
| negative regulation of cell activation (GO:0050866) | 9,43 | 5,00E-05 | regulation of cholesterol biosynthetic process (GO:0045540) | 17,48 | 5,77E-08 | peptide cross-linking (GO:0018149) | 4,9 | 9,40E-05 |
| regulation of vasculature development (GO:1901342) | 7,29 | 1,61E-05 | regulation of sterol biosynthetic process (GO:0106118) | 17,48 | 5,77E-08 | skin development (GO:0043588) | 4,7 | 1,78E-21 |
| regulation of angiogenesis (GO:0045765) | 7,03 | 7,03E-05 | isoprenoid biosynthetic process (GO:0008299) | 16,2 | 2,69E-05 | regulation of epidermis development (GO:0045682) | 4,64 | 1,46E-05 |
| regulation of small molecule metabolic process (GO:0062012) | 6,44 | 3,81E-05 | sterol biosynthetic process (GO:0016126) | 15,66 | 1,23E-07 | keratinocyte differentiation (GO:0030216) | 4,64 | 2,76E-15 |
| small molecule biosynthetic process (GO:0044283) | 5,78 | 1,13E-06 | plasma lipoprotein particle clearance (GO:0034381) | 14,09 | 8,41E-06 | epidermal cell differentiation (GO:0009913) | 4,37 | 1,05E-15 |
| negative regulation of cell proliferation (GO:0008285) | 5,05 | 4,49E-06 | regulation of cholesterol metabolic process (GO:0090181) | 13,42 | 3,56E-07 | regulation of sodium ion transport (GO:0002028) | 4,32 | 2,87E-05 |
| regulation of cell migration (GO:0030334) | 4,54 | 5,33E-06 | interferon-gamma-mediated signaling pathway (GO:0060333) | 13,23 | 1,34E-08 | cell-cell junction organization (GO:0045216) | 4,07 | 9,97E-07 |
| regulation of cell motility (GO:2000145) | 4,25 | 1,08E-05 | regulation of alcohol biosynthetic process (GO:1902930) | 12,87 | 1,71E-08 | epidermis development (GO:0008544) | 4,02 | 2,52E-17 |
| regulation of locomotion (GO:0040012) | 3,91 | 2,57E-05 | regulation of steroid biosynthetic process (GO:0050810) | 12,45 | 4,44E-09 | cellular response to decreased oxygen levels (GO:0036294) | 3,83 | 1,22E-06 |
| regulation of cellular component movement (GO:0051270) | 3,89 | 2,72E-05 | regulation of plasma lipoprotein particle levels (GO:0097006) | 11,74 | 1,84E-07 | negative regulation of immune effector process (GO:0002698) | 3,74 | 3,32E-05 |
| secretion by cell (GO:0032940) | 3,78 | 3,62E-05 | regulation of steroid metabolic process (GO:0019218) | 11,74 | 6,70E-11 | cellular response to hypoxia (GO:0071456) | 3,66 | 7,17E-06 |
| regulation of immune response (GO:0050776) | 3,52 | 7,42E-05 | cholesterol transport (GO:0030301) | 11,74 | 4,39E-06 | cellular response to oxygen levels (GO:0071453) | 3,46 | 4,92E-06 |
| regulation of immune system process (GO:0002682) | 3,12 | 2,23E-05 | cholesterol metabolic process (GO:0008203) | 10,9 | 7,51E-10 | cell junction organization (GO:0034330) | 3,44 | 3,69E-07 |
| immune system process (GO:0002376) | 2,76 | 7,14E-07 | secondary alcohol metabolic process (GO:1902652) | 10,44 | 1,22E-09 | epithelial cell differentiation (GO:0030855) | 3,16 | 1,17E-16 |
| regulation of developmental process (GO:0050793) | 2,53 | 2,87E-05 | sterol transport (GO:0015918) | 9,96 | 1,18E-05 | regulation of autophagy (GO:0010506) | 3,11 | 7,36E-08 |
| regulation of response to stimulus (GO:0048583) | 2,02 | 5,62E-05 | cholesterol homeostasis (GO:0042632) | 9,76 | 3,21E-06 | protein autophosphorylation (GO:0046777) | 3,05 | 4,19E-05 |
GO annotation raw p value <0.0001
List of 25 GO categories statistically overrepresented for overexpressed genes at each time point analyzed (day 4, 10 and 22) after comparing Azm treatment to non-treated ALI cultures
An epidermal barrier fingerprint is seen after 22 days of Azm treatment
| Transcript ID | q-value | Fold enrichment | Gene ID | Gene name | GO categories |
|---|---|---|---|---|---|
| ENST00000252244.3 | 3,69E-115 | 3,90 | KRT1 | Keratin, type II cytoskeletal 1 | peptide cross-linking, keratinization, neutrophil degranulation, establishment of skin barrier, cornification |
| ENST00000259726.6 | 5,84E-70 | 3,21 | CDSN | Corneodesmosin | cell adhesion, epidermis development, keratinocyte differentiation, cornification |
| ENST00000368787.3 | 5,29E-69 | 3,07 | LCE3D | Late cornified envelope protein 3D | peptide cross-linking, keratinocyte differentiation, cornification |
| ENST00000514033.1 | 2,47E-65 | 2,83 | KLF3 | Krueppel-like factor 3 | negative regulation of transcription from RNA polymerase II promoter, multicellular organism development |
| ENST00000301659.8 | 7,11E-62 | 2,78 | GSDMA | Gasdermin-A | apoptotic process |
| ENST00000425231.2 | 3,37E-61 | 3,34 | CDCP1 | CUB domain-containing protein 1 | protein binding, extracellular region |
| ENST00000246635.7 | 1,08E-60 | -2,77 | KRT13 | Keratin, type I cytoskeletal 13 | cytoskeleton organization, keratinization, cornification |
| ENST00000395254.7 | 1,08E-60 | 6,04 | ZNF365 | Protein ZNF365 | telomere maintenance,protein binding,cytoplasm |
| ENST00000369091.6 | 1,10E-57 | 7,37 | PRDM1 | PR domain zinc finger protein 1 | negative regulation of transcription from RNA polymerase II promoter, positive regulation of gene expression |
| ENST00000557785.5 | 1,95E-53 | 6,85 | MEF2A | Myocyte-specific enhancer factor 2A | negative regulation of transcription from RNA polymerase II promoter, apoptotic process, dendrite morphogenesis |
| ENST00000409458.3 | 6,14E-52 | 3,61 | GPNMB | Transmembrane glycoprotein NMB | cell adhesion, signal transduction, negative regulation of cell proliferation |
| ENST00000311946.7 | 6,12E-51 | 2,40 | NIPAL4 | Magnesium transporter NIPA4 | magnesium ion transmembrane transporter activity |
| ENST00000313234.9 | 5,04E-49 | 2,81 | KRT80 | Keratin, type II cytoskeletal 80 | keratinization, cornification |
| ENST00000252252.3 | 1,03E-48 | 2,49 | KRT6B | Keratin, type II cytoskeletal 6B | cytoskeleton organization, keratinization, cornification |
| ENST00000335585.9 | 1,87E-48 | 2,57 | PPP2R2C | Serine/threonine-protein phosphatase 2A 55 kDa regulatory subunit B gamma isoform | protein phosphatase type 2A complex |
| ENST00000605952.5 | 1,51E-47 | 2,32 | ATG9B | Autophagy-related protein 9B | autophagosome assembly, protein localization to phagophore assembly site |
| ENST00000293502.1 | 8,18E-47 | 3,11 | SDR9C7 | Short-chain dehydrogenase/reductase family 9C member 7 | retinol dehydrogenase activity, nucleolus |
| ENST00000244360.6 | 9,75E-45 | 2,26 | RNF39 | RING finger protein 39 | cellular_component, cytoplasm |
| ENST00000395641.2 | 5,65E-44 | 2,24 | NUPR1 | Nuclear protein 1 | positive regulation of protein modification process, negative regulation of cell cycle |
| ENST00000269703.7 | 1,58E-43 | 2,20 | CYP4F22 | Cytochrome P450 4F22 | monooxygenase activity,iron ion binding,endoplasmic reticulum membrane |
| ENST00000377950.7 | 7,18E-43 | 2,27 | LYPD5 | Ly6/PLAUR domain-containing protein 5 | extracellular region,plasma membrane |
| ENST00000224784.10 | 4,78E-42 | -2,29 | ACTA2 | Actin, aortic smooth muscle | positive regulation of gene expression |
| ENST00000522476.5 | 8,87E-42 | 2,45 | NDRG1 | Protein NDRG1 | negative regulation of cell proliferation, DNA damage response, signal transduction by p53 class mediator, regulation of apoptotic process, cellular response to hypoxia |
| ENST00000329078.7 | 1,01E-41 | 2,17 | SPNS2 | Protein spinster homolog 2 | sphingolipid metabolic process, locomotion |
| ENST00000393200.6 | 2,04E-40 | 2,70 | IL36RN | Interleukin-36 receptor antagonist protein | negative regulation of cytokine-mediated signaling pathway,cytokine activity,interleukin-1 receptor binding |
| ENST00000317216.2 | 1,66E-39 | 2,08 | EGR3 | Early growth response protein 3 | positive regulation of endothelial cell proliferation,cell migration involved in sprouting angiogenesis |
| ENST00000368087.7 | 5,45E-38 | 2,83 | ARG1 | Arginase-1 | neutrophil degranulation |
| ENST00000372789.5 | 4,313E-37 | 2,02 | WFDC5 | WAP four-disulfide core domain protein 5 | serine protease inhibitor |
| ENST00000234396.8 | 6,879E-35 | -2,15 | ATP6V1B1 | V-type proton ATPase subunit B, kidney isoform | ossification,ATP binding,cytoplasm,cytosol,microvillus |
| ENST00000447113.6 | 1,713E-33 | 2,06 | DMKN | Dermokine | keratinocytes, differentiation of epidermis |
Fig. 2Heatmaps showing upregulated genes involved in late epidermal differentiation and barrier formation as a result of Azm treatment of airway epithelia. Analysis of RNA sequencing of VA10 cells after 4, 10 and 22 days of treatment of Azm in ALI culture. Sequencing was done on triplicate samples. Heatmap showing hierarchically clustered log2(ratio) data, where the ratio is defined as mRNA expression level in control cells to Azm-treated cells. Data are shown for genes differentially expressed at one or more of the three time points during differentiation. Heatmaps showing up/downregulation of transcripts arranged in gene ontology (GO)-groups involved, including (a) cornification, (b) regulation of water loss via skin, (c) desmosomal organization, (d) epidermal differentiation complex (EDC), (e) corneocyte lipid envelope (CLE). Green color represents increased gene expression relative to red color representing decreased expression
Fig. 3Confirmation of genes and proteins upregulated after Azm treatment. a) Expression of four genes identified in the top 30 list (Table 2). Expression was confirmed using qRT-PCR of RNA isolated from 22-day cultures treated with Azm compared to control. RNA was pooled from duplicate wells and each sample was measured in triplicate in qPCR. Data shown is averaged from 3 separate experiments (*P < 0.05; ***P < 0.001). Abbreviations: CRNN-cornulin; KRT1-cytokeratin 1; SPINK5-serine protease inhibitor Kazal-type 5; DSG1-desmoglein 1. b) Expression of epidermal associated markers in VA10 cells after Azm treatment. ALI cultures from 22 day treatment with Azm were stained using immunohistochemistry for proteins shown to have enhanced gene expression in the sequencing data. Azm-treated samples stained positive for epidermal markers cytokeratin 1, desmoplakin, desmoglein 2 and corneodesmosin, in addition to the tight junction protein claudin 1. In addition to positive staining, notable thickened cell layers were observed after Azm treatment. Cells were counter-stained with hematoxylin. Bar = 100 μm
Fig. 4Increased vesicle formation and lipid retention in Azm treated airway epithelial monolayer. a. Transmission electron microscope images showing that airway epithelia grown in monolayer (VA10 cells) treated with Azm have substantially more vesicle formation than the controls. Many of these vesicles were identified phenotypically as multivesicular bodies (MVB). Top scale bars are 5.0 μm and bottom scale bars are 1.0 μm. b. Increased lipid retention in Azm-treated VA10 cells seeded with HCS LipidTOX reagent. Representative images from 3 biological replicates. Top scale bar is 40 μm and bottom scale bars are 20 μm. c. Quantification of LipidTOX retention from confocal microscopy images in Fig. 4b. The mean pixel intensity of different wells from 3 different experiments was calculated using ImageJ (P < 0.01)
Fig. 5Formation of epidermal barrier – Azm induced lamellar body formation. a. VA10 cells differentiated on 0.4 μm filters in ALI cultures treated with Azm (Panel far right) showed a marked increase in MVB formation. LB formations were identified in the cells but not present in the control cells (panel far left). Images show different magnifications. Scale bars are 10.0 μm for top images, 2.0 μm for middle images and 1.0 μm for bottom images. b. Simplified illustration of LB formation based on Brasch et al. 2004 [38]. c. LAMP1 protein expression is increased in Azm treated cells while Pro-SFPB expression is unchanged. LAMP1 quantification is seen on the right
Fig. 6Conjugation of fatty acids to Azm in treated airway epithelia. a) Total ion chromatograms of representative samples of control (blue) and Azm treated VA10 cells (red). Large peaks appear at 2.99 and 3.66 min in the Azm treated cells. b) Fragmentation of these peaks (2.99 peak shown here) shows many similarities to the fragmentation pattern of Azm but with an m/z shift of 239.3 in some of the fragments. This corresponds precisely to condensation of palmitate to one of the side-groups of AZM while releasing H2O. A similar pattern, with a shift of m/z = 267.3 was seen in the fragmentation of the 3.66 peak. This corresponds to condensation of stearate to Azm. c) Chemical structure of palmitate - Azm conjugate
Fig. 7Lipid composition of Azm treated airway epithelia during prolonged ALI culture. a) Relative abundance of 6 lipid classes in Azm treated (red) and untreated cells (blue). b) Heatmap of the 50 compounds that demonstrate the largest differences between Azm treated and untreated cells. Values were normalized by total lipid intensity