| Literature DB >> 35216085 |
Przemysław Podstawski1,2, Marcin Samiec3, Maria Skrzyszowska3, Tomasz Szmatoła1,4, Ewelina Semik-Gurgul1, Katarzyna Ropka-Molik1.
Abstract
The equine sarcoid is one of the most common neoplasias in the Equidae family. Despite the association of this tumor with the presence of bovine papillomavirus (BPV), the molecular mechanism of this lesion has not been fully understood. The transgenization of equine adult cutaneous fibroblast cells (ACFCs) was accomplished by nucleofection, followed by detection of molecular modifications using high-throughput NGS transcriptome sequencing. The results of the present study confirm that BPV-E4- and BPV-E1^E4-mediated nucleofection strategy significantly affected the transcriptomic alterations, leading to sarcoid-like neoplastic transformation of equine ACFCs. Furthermore, the results of the current investigation might contribute to the creation of in vitro biomedical models suitable for estimating the fates of molecular dedifferentiability and the epigenomic reprogrammability of BPV-E4 and BPV-E4^E1 transgenic equine ACFC-derived sarcoid-like cell nuclei in equine somatic cell-cloned embryos. Additionally, these in vitro models seem to be reliable for thoroughly recognizing molecular mechanisms that underlie not only oncogenic alterations in transcriptomic signatures, but also the etiopathogenesis of epidermal and dermal sarcoid-dependent neoplastic transformations in horses and other equids. For those reasons, the aforementioned transgenic models might be useful for devising clinical treatments in horses afflicted with sarcoid-related neoplasia of cutaneous and subcutaneous tissues.Entities:
Keywords: NGS; RNA-Seq; dermal fibroblast cell; equine; nucleofection; oncogenic/neoplastic transformation; sarcoid; transcriptome
Mesh:
Year: 2022 PMID: 35216085 PMCID: PMC8877312 DOI: 10.3390/ijms23041970
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Figure 1The Venn diagram of common and unique differentially expressed genes (DEGs) following the comparisons of BPV-E4 (A) vs. control (C) groups, and BPV-E1^E4 (B) vs. control (C) groups (Venny 2.1 BioinfoGP).
Figure 2Pie charts that depict the contribution of families with 10 or more genes undergoing expression changes identified following the sarcoid-dependent oncogenic transformation of equine ACFCs triggered by nucleofection with either BPV-E4 (A) or BPV-E1^E4 (B) transgenes.
The significant enrichment in Gene Ontology terms detected on the basis of comparative analysis of DEGs set between BPV-E4 and the control group.
| Gene Ontology | Nall | Nu | Upregulated Genes | Nd | Downregulated Genes | FDR |
|---|---|---|---|---|---|---|
| positive regulation of cell migration | 24 | 14 |
| 10 |
| <0.001 |
| negative regulation of cell proliferation | 34 | 17 |
| 17 |
| <0.001 |
| cell-matrix adhesion | 15 | 5 |
| 10 |
| <0.001 |
| cell migration | 21 | 9 |
| 12 |
| <0.001 |
| mitotic spindle assembly | 9 | 3 |
| 6 |
| 0.002 |
| mitotic cytokinesis | 8 | 0 |
| 8 |
| 0.002 |
| chromosome segregation | 11 | 2 |
| 9 |
| 0.002 |
| actin cytoskeleton organization | 15 | 8 |
| 7 |
| 0.002 |
| cell adhesion | 21 | 5 |
| 16 |
| 0.003 |
Nall—Number of all detected DEGs; Nu—Number of upregulated DEGs; Nd—Number of downregulated DEGs; FDR—False Discovery Rate in DAVID software.
The significant enrichment in Gene Ontology terms detected on the basis of comparative analysis of DEGs set between BPV-E1^E4 and control group.
| Gene Ontology | Nall | Nu | Upregulated Genes | Nd | Downregulated Genes | FDR |
|---|---|---|---|---|---|---|
| negative regulation of canonical Wnt signaling pathway | 33 | 21 |
| 12 |
| 0.009 |
| focal adhesion | 99 | 65 |
| 34 |
| |
| negative regulation of extrinsic apoptotic signaling pathway | 15 | 13 |
| 2 |
| <0.001 |
| transforming growth factor beta receptor signaling pathway | 19 | 12 |
| 7 |
| <0.001 |
| collagen fibril organization | 15 | 13 |
| 2 |
| <0.001 |
Nall—Number of all detected DEGs; Nu—Number of upregulated DEGs; Nd—Number of downregulated DEGs; FD—False Discovery Rate in DAVID software.
The significant enrichment in molecular KEGG pathways detected on the basis of comparative analysis of DEGs set between BPV-E4 and control group.
| KEGG Pathways | Nall | Nu | Nd | FDR | Most Deregulated Genes | |
|---|---|---|---|---|---|---|
| Up | Down | |||||
| Focal adhesion (ecb04510) | 31 | 11 | 20 | 0.051 |
|
|
| Regulation of actin cytoskeleton (ecb04810) | 34 | 13 | 21 | 0.008 |
|
|
| ECM-receptor interaction (ecb04512) | 19 | 5 | 14 | 0.010 |
|
|
| PI3K-Akt signaling pathway (ecb04151) | 44 | 20 | 24 | 0.051 |
|
|
| Cell cycle (ecb04110) | 28 | 9 | 18 | 0.001 |
|
|
| Steroid biosynthesis (ecb00100) | 9 | 1 | 8 | 0.008 |
|
|
| Pathways in cancer (ecb05200) | 52 | 23 | 29 | 0.010 |
|
|
Nall—Number of all detected DEGs; Nu—Number of upregulated DEGs; Nd—Number of downregulated DEGs; FD—False Discovery Rate in DAVID software.
The significant enrichment in molecular KEGG pathways detected on the basis of comparative analysis of DEGs set between BPV-E1^E4 and control group.
| KEGG Pathways | Nall | Nu | Nd | FDR | Most Deregulated Genes | |
|---|---|---|---|---|---|---|
| Up | Down | |||||
| Focal adhesion (ecb04510) | 63 | 42 | 21 | <0.001 |
|
|
| Regulation of actin cytoskeleton (ecb04810) | 57 | 43 | 14 | <0.001 |
|
|
| ECM-receptor interaction (ecb04512) | 30 | 18 | 12 | 0.001 |
|
|
| PI3K-Akt signaling pathway (ecb04151) | 73 | 47 | 26 | 0.019 |
|
|
| Cell cycle (ecb04110) | 32 | 10 | 22 | 0.047 |
|
|
| FoxO signaling pathway (ecb04068) | 38 | 22 | 16 | 0.003 |
|
|
| Proteoglycans in cancer (ecb05205) | 48 | 27 | 21 | 0.019 |
|
|
| Rap1 signaling pathway (ecb04015) | 49 | 34 | 15 | 0.035 |
|
|
| TNF signaling pathway (ecb04668) | 29 | 16 | 13 | 0.047 |
|
|
Nall—Nu—Number of upregulated DEGs; Nd—Number of downregulated DEGs; FDR—False Discovery Rate in Number of all detected DEGs; DAVID software.
Figure 3Cell cycle pathway (ecb 04110) over-represented following two strategies of sarcoid-dependent neoplastic transformation triggered by either BPV-E4 or BPV-E1^E4 transgenes. The red squares denote genes modified by BPV-E4 insert, while the blue circles indicate BPV-E1^E4 transgene-induced modifications; arrows present molecular interaction or relation, while dotted arrows show indirect link or unknown reaction.
Figure 4Regulation of actin cytoskeleton pathway (ecb04810) modifications following two strategies of sarcoid-dependent neoplastic transformation triggered either by BPV-E4 or by BPV-E1^E4 transgenes. The red squares denote genes modified by BPV-E4 insert, while the blue circles indicate BPV-E1^E4 transgene-induced modifications; arrows present molecular interaction or relation, while dotted arrows show indirect link or unknown reaction.
Figure 5The interactions between 34 genes identified in both BPV-E4 and BPV-E1^E4 transgenic cells, and belonged to focal adhesion, regulation of actin cytoskeleton, and ECM-receptor interaction pathways. (A) the heatmap of the mean expression for groups (R package [23]); (B) the inter-relations between identified DEGs (String software [24]).
Figure 6The interactions between 51 genes identified in both BPV-E4 and BPV-E1^E4 transgenic cells undergoing sarcoid-dependent neoplastic transformation, and belonged to molecular pathways related to procancerous intracellular conversion: (A) the heatmap of the mean expression for groups (R package [23]); (B) the interaction between identified DEGs with FC direction marked (String software [24]).
The correlation coefficients and their corresponding p-value for qPCR validation.
| Gene | Accession Number | Correlation Coefficient |
|---|---|---|
|
| ENSECAG00000000953 | 0.839 *** |
|
| ENSECAG00000008351 | 0.887 * |
|
| ENSECAG00000013081 | 0.662 * |
|
| ENSECAG00000000196 | 0.897 ** |
|
| ENSECAG00000013201 | 0.440 ns |
|
| ENSECAG00000024778 | 0.814 * |
|
| ENSECAG00000009713 | 0.686 * |
|
| ENSECAG00000014259 | 0.989 *** |
|
| ENSECAG00000014361 | 0.748 * |
|
| ENSECAG00000010426 | 0.688 * |
* p-value < 0.05; ** p-value < 0.001; *** p-value < 0.0001; ns—nonsignificant.
Figure 7Experimental schedule. Created with BioRender.com [64].