Conservation of gene expression patterns between the amniotic epithelium at birth and a newborn's nasal epithelium
Hancock, D. G.; Agudelo-Romero, P.; Kicic-Starcevich, E.; Lim, J.; Iosifidis, T.; Karpievitch, Y. V.; Zhang, G.; Martino, D. J.; Kicic, A.; Stick, S. M.
Show abstract
BackgroundAmniotic epithelial cells are foetal-derived stem cells, capable of differentiating into all three germ layers, including mature epithelial cell populations. However, the conservation between amniotic epithelium and other epithelial tissues has not been sufficiently explored. We hypothesised that the amniotic epithelium might serve as a surrogate tissue source for investigating transcriptional profiles in the respiratory epithelium of the newborn. We compared gene expression profiles and weighted gene co-expression network structure in paired amniotic and newborn nasal epithelial samples from 85 participants in the Airway Epithelium Respiratory Illnesses and Allergy (AERIAL) birth cohort. ResultsIn total, 11,867 genes (79.7%) were commonly expressed in both amniotic and nasal epithelium, with uniquely expressed genes (2,563 and 458, respectively) enriched for biological functions related to each tissues specialist functions (e.g. developmental programs and ciliated cells, respectively). We observed a strong overlap in weighted gene co-expression network structure between both tissues, with ten co-expression modules identified in consensus network analysis. Genes commonly expressed in both tissues and/or found in the consensus network modules were enriched for biologically relevant gene signatures and pathway terms related to airway function. We also observed significant overlap in gene expression and network structure between the amniotic epithelium and published datasets of epithelial samples from the lower airway and other epithelial tissues including skin and oesophagus, suggesting a global epithelial signature. ConclusionsOverall, we observed significant overlap in gene expression and network structure between paired amniotic and nasal epithelial samples, supporting the potential of the amnion as a non-invasive and abundant tissue surrogate. Observed differences between tissues were related to each tissues specialist functions, which remains an important consideration when assessing their overlap. Future studies aimed at investigating amnion-based biomarkers for respiratory exposures in utero and disease outcomes in childhood are needed to extend these results towards clinical translation.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Unique transcriptomic landscapes identified in idiopathic spontaneous and infection related preterm births compared to normal term births 93%
- Bioinformatic characterization of angiotensin-converting enzyme 2, the entry receptor for SARS-CoV-2 92%
- Systems biology analysis of publicly available transcriptomic data reveals a critical link between AKR1B10 gene expression, smoking and occurrence of lung cancer 92%
Similar papers in this journal
- Asthma exacerbations and eosinophilia in the UK Biobank: a Genome-Wide Association Study 93%
- Association between upper and lower respiratory disease among patients with primary ciliary dyskinesia: an international study 92%
- Donor-derived airway ALI model for high-throughput screening of antiviral combinations with concurrent analysis of antiviral efficacy and epithelial toxicity using ciliR 91%
Similar papers in this journal
- PulmonDB: a curated lung disease gene expression database 92%
- Identification of novel nutrient-sensitive human yolk sac functions required for embryogenesis 92%
- Single cell transcriptomics delineates the immune-cell landscape in equine lower airways and reveals upregulation of the FKBP5 gene in horses with asthma 92%
Similar papers in this journal
- Single cell sequencing reveals cellular landscape alterations in the airway mucosa of patients with pulmonary long COVID 95%
- Single cell RNA Sequencing Identifies G-protein Coupled Receptor 87 as a Novel Basal Cell Marker of Distal Honeycomb Cysts in Idiopathic Pulmonary Fibrosis 93%
- Increased expression of ACE2, the SARS-CoV-2 entry receptor, in alveolar and bronchial epithelium of smokers and COPD subjects 89%
Similar papers in this journal
- Cigarette Smoke Activates NOTCH3 to Promote Goblet Cell Differentiation in Human Airway Epithelial Cells 92%
- Infants who develop BPD have an airway endotype defined by vimentin expression and ciliary loss 92%
- Optimisation of DNA extraction from nasal lining fluid to assess the nasal microbiome using third-generation sequencing 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.