| Literature DB >> 31623299 |
Ilaria Guerriero1, Maria Teresa De Angelis2, Fulvio D'Angelo3, Rita Leveque4, Eleonora Savignano5, Luca Roberto6, Valeria Lucci7, Pellegrino Mazzone8, Simona Laurino9, Giovanni Storto10, Anna Nardelli11, Alessandro Sgambato12, Michele Ceccarelli13, Mario De Felice14, Elena Amendola15,16, Geppino Falco17,18.
Abstract
Pancreatic organogenesis is a multistep process that requires the cooperation of several signaling pathways. In this context, the role of pancreatic mesenchyme is important to define the epithelium development; nevertheless, the precise space-temporal signaling activation still needs to be clarified. This study reports a dissection of the pancreatic embryogenesis, highlighting the molecular network surrounding the epithelium-mesenchyme interaction. To investigate this crosstalk, pancreatic epithelium and surrounding mesenchyme, at embryonic day 10.5, were collected through laser capture microdissection (LCM) and characterized based on their global gene expression. We performed a bioinformatic analysis to hypothesize crosstalk interactions, validating the most promising genes and verifying the precise localization of their expression in the compartments, by RNA in situ hybridization (ISH). Our analyses pointed out also the c-Met gene, a very well-known factor involved in stimulating motility, morphogenesis, and organ regeneration. We also highlighted the potential crosstalk between Versican (Vcan) and Syndecan4 (Sdc4) since these genes are involved in pancreatic tissue repair, strengthening the concept that the same signaling pathways required during pancreatic embryogenesis are also involved in tissue repair. This finding leads to novel strategies for obtaining functional pancreatic stem cells for cell replacement therapies.Entities:
Keywords: bud; embryonic stem cells; laser microdissection; mesenchymal stem cell; pancreatic disorders; pancreatic stem cells; progenitor cells
Mesh:
Year: 2019 PMID: 31623299 PMCID: PMC6811752 DOI: 10.3390/ijms20194900
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Figure 1Capture of dorsal pancreatic bud and dorsal pancreatic mesenchyme by Laser Capture Microdissection. (A) Schematic representation of DPB and MeDPB dissection. Samples were collected by using the LCM technology at the embryonic stage E10.5. To reduce the biological variability, DPB and MeDPB from three embryos were collected and pooled. (B) Volcano plot of differentially expressed genes. Each dot on the plot is a single gene feature. Horizontal axis: fold change (in log2 scale); vertical axis: FDR-corrected p-value (in log10 scale). Color coding is based on the fold change. Thick vertical lines highlight fold changes of −2 and +2, while a thick horizontal line represents a p-value of 0.05. (C) PCA plot. Samples were represented in three-dimensional PCA plot. (D) Flowchart adopted to identify enriched genes in DPB (left panel) and MeDPB (right panel). According to RNA-seq analysis among 1744 genes significantly differentially expressed (absolute log2 Fold Change ≥ 1 and FDR corrected p-value ≤ 0.05), 931 and 813 genes were specifically highly expressed in DPB and in MeDPB, respectively. We consider genes based on their low variability (v) between replicates (0.8 ≤ v ≤ 1.2 about 20% in the two conditions) and a cutoff of CPM value of Pdx1 gene as a positive expressed control for DPB genes and a CPM value of Nepn gene as a negative control for the MeDPB genes.
List of the enriched DPB genes in mouse embryo at E10.5.
| Gene Name | CPM DPB Mean | Gene Name | CPM DPB Mean |
|---|---|---|---|
|
| 3769.3 |
| 187.7 |
|
| 728.7 |
| 167.5 |
|
| 686.2 |
| 167.0 |
|
| 638.4 |
| 161.1 |
|
| 571.5 |
| 159.2 |
|
| 567.0 |
| 157.4 |
|
| 376.5 |
| 155.1 |
|
| 369.1 |
| 154.0 |
|
| 356.4 |
| 153.5 |
|
| 322.5 |
| 152.6 |
|
| 308.0 |
| 143.9 |
|
| 303.3 |
| 135.8 |
|
| 291.1 |
| 135.7 |
|
| 281.9 |
| 135.5 |
|
| 275.5 |
| 129.4 |
|
| 266.3 |
| 128.0 |
|
| 243.9 |
| 127.6 |
|
| 230.2 |
| 120.0 |
|
| 229.1 |
| 119.5 |
|
| 225.8 |
| 118.5 |
|
| 214.6 |
| 114.6 |
|
| 210.0 |
| 113.2 |
|
| 189.5 |
| 111.9 |
|
| 189.4 |
| 110.4 |
|
| 188.9 |
| 109.5 |
List of the enriched MeDPB genes in mouse embryo at E10.5.
| Gene Name | CPM MeDPB Mean | Gene Name | CPM MeDPB Mean |
|---|---|---|---|
|
| 589.9 |
| 85.67 |
|
| 401.2 |
| 83.16 |
|
| 352.5 |
| 80.50 |
|
| 217.0 |
| 78.03 |
|
| 164.1 |
| 77.27 |
|
| 157.5 |
| 75.36 |
|
| 157.0 |
| 75.36 |
|
| 144.0 |
| 71.37 |
|
| 140.0 |
| 70.69 |
|
| 131.7 |
| 67.79 |
|
| 122.1 |
| 67.29 |
|
| 117.3 |
| 66.06 |
|
| 116.7 |
| 64.35 |
|
| 111.8 |
| 64.18 |
|
| 108.9 |
| 64.12 |
|
| 105.8 |
| 62.98 |
|
| 101.9 |
| 62.41 |
|
| 95.3 |
| 60.62 |
|
| 92.8 |
| 60.32 |
|
| 90.4 |
| 59.52 |
|
| 88.6 |
| 55.89 |
|
| 88.5 |
| 55.79 |
|
| 87.8 |
| 55.58 |
|
| 86.9 |
| 55.41 |
|
| 86.7 |
| 55.25 |
Figure 2Gene Ontology analysis. The functional characterization of the specific gene expression profiles identified in the two compartments, DPB and MeDPB, was achieved by the annotation of differentially expressed genes with Gene Ontology (GO) terms including Biological Processes (BP), Cellular Components (CC), and Molecular Functions (MF). Over-representation test and False Discovery Rate (FDR) correction were performed to identify the most significantly enriched GO terms in DBP and MeDPB. In the dot plots, the top significant terms (defined as the ten with the lowest FDR-adjusted p-value) were reported on the y-axes, whereas gene ratio (defined as the fraction of overlapping genes) were indicated on the x-axes. Gene count (defined as the number of overlapping genes) and FDR-adjusted p-value were also represented in the plots by dot size and color, respectively.
Figure 3(A) qPCR of the selected enriched genes of DPB (Frem2, Chst2, Zim1, Dsp, and Wnk3) during mESCs differentiation. mESCs were plated at day 0 in a prodifferentiative medium supplemented with Matrigel and Activin A to induce the DE formation (D4). The cells were then treated with retinoic acid and FGF10 until the end of protocol to promote the Posterior Foregut Endoderm (PFE) formation. Total RNA was extracted at D0, D4, and D8 to perform qPCR. White, gray, and black histograms represent D0, D4, and D8, respectively. Nepn expression is used as bona fide marker for pancreatic differentiation. Gapdh expression level is used as reference gene. The data reported are normalized on Gapdh expression. Statistical analyses were performed using Student’s t-test, with p < 0.05 considered significant. (* p < 0.05, ** p < 0.01, *** p < 0.001, n.s p > 0.05). Values are shown as means of three independent RT-qPCR experiments ± SD in triplicates. (B) In situ hybridization of the selected DPB gene on mouse embryos at E10.5. In situ hybridization was performed on frozen sections with a probe recognizing Nepn (positive control), Zim1, and Chrst2 genes. Bud pancreas is positive for all genes tested. For each probe, three different magnifications are shown: 25×, 100×, and 200×. Right column shows IHC for Pdx1 on the same in situ slides. DPB: dorsal pancreatic bud (indicated by a circle). Data are representative of three independent experiments.
List of the crosstalk between pancreatic bud and mesenchyme. According to their scores (rank = 1), we obtained putative crosstalking interactions (16 bud and 17 mesenchymal proteins).
| Genes Expressed in Pancreatic Bud | |
|---|---|
|
|
|
|
| glucagon [Source:MGI Symbol;Acc:MGI:95674] |
|
| bone morphogenetic protein 7 [Source:MGI Symbol;Acc:MGI:103302] |
|
| met proto-oncogene [Source:MGI Symbol;Acc:MGI:96969] |
|
| secreted phosphoprotein 1 [Source:MGI Symbol;Acc:MGI:98389] |
|
| proproteinconvertasesubtilisin/kexin type 9 [Source:MGI Symbol;Acc:MGI:2140260] |
|
| clusterin [Source:MGI Symbol;Acc:MGI:88423] |
|
| peptide YY [Source:MGI Symbol;Acc:MGI:99924] |
|
| endothelin 3 [Source:MGI Symbol;Acc:MGI:95285] |
|
| syndecan 4 [Source:MGI Symbol;Acc:MGI:1349164] |
|
| serine (or cysteine) peptidase inhibitor, clade F, member 2 [Source:MGI Symbol;Acc:MGI:107173] |
|
| proproteinconvertasesubtilisin/kexin type 6 [Source:MGI Symbol;Acc:MGI:102897] |
|
| coagulation factor V [Source:MGI Symbol;Acc:MGI:88382] |
|
| islet amyloid polypeptide [Source:MGI Symbol;Acc:MGI:96382] |
|
| calcium-sensing receptor [Source:MGI Symbol;Acc:MGI:1351351] |
|
| cholecystokinin [Source:MGI Symbol;Acc:MGI:88297] |
|
| secretin [Source:MGI Symbol;Acc:MGI:99466] |
|
|
|
|
| versican [Source:MGI Symbol;Acc:MGI:102889] |
|
| tenascin C [Source:MGI Symbol;Acc:MGI:101922] |
|
| insulin-like growth factor 1 [Source:MGI Symbol;Acc:MGI:96432] |
|
| chemokine (C-X-C motif) ligand 12 [Source:MGI Symbol;Acc:MGI:103556] |
|
| transforming growth factor, beta 2 [Source:MGI Symbol;Acc:MGI:98726] |
|
| thrombospondin 1 [Source:MGI Symbol;Acc:MGI:98737] |
|
| integrin alpha 8 [Source:MGI Symbol;Acc:MGI:109442] |
|
| lysophosphatidic acid receptor 1 [Source:MGI Symbol;Acc:MGI:108429] |
|
| proproteinconvertasesubtilisin/kexin type 5 [Source:MGI Symbol;Acc:MGI:97515] |
|
| apolipoprotein B [Source:MGI Symbol;Acc:MGI:88052] |
|
| adenylate cyclase activating polypeptide 1 receptor 1 [Source:MGI Symbol;Acc:MGI:108449] |
|
| chemokine (C-X-C motif) receptor 4 [Source:MGI Symbol;Acc:MGI:109563] |
|
| decorin [Source:MGI Symbol;Acc:MGI:94872] |
|
| thrombomodulin [Source:MGI Symbol;Acc:MGI:98736] |
|
| hepatocyte growth factor [Source:MGI Symbol;Acc:MGI:96079] |
|
| neurotensin receptor 1 [Source:MGI Symbol;Acc:MGI:97386] |
|
| bonemorphogeneticprotein2 [Source:MGI Symbol;Acc:MGI:88177] |
Figure 4(A) RT qPCR of the selected novel candidate genes for DPB and MeDPB crosstalking (Spp1, Pcsk9, Cxcl12, Bmp7, Hgf, c-Met, Vcan, Sdc4, Tnc) during mESCs differentiations. Nepn expression is used as bona fide marker for pancreatic differentiation. Gapdh expression level is used as reference gene. The data reported are normalized on Gapdh expression. Statistical analyses were performed using Student’s t-test, with p < 0.05 considered significant. (* p < 0.05, ** p < 0.01, *** p < 0.001, n.s p > 0.05). Values are shown as means of three independent RT-qPCR experiments ± SD in triplicates. (B) In situ hybridization for candidate MeDPB genes on mouse embryos at E10.5. In situ hybridization was performed on frozen sections with a probe recognizing Vcan, Tnc, and Sdc4 genes. Vcan and Tnc are expressed in the mesenchyme surrounding pancreatic bud and Sdc4 is expressed in the pancreatic bud. For each probe, two different magnifications are shown: 100× and 200×. Right column shows ISH for Pdx1 on the serial slides. DPB: dorsal pancreatic bud (indicated by dark circle), Me: mesenchyme. Data are representative of three independent experiments.