| Literature DB >> 29966337 |
Ionelia Taranu1, Daniela Eliza Marin2, Cornelia Braicu3, Gina Cecilia Pistol4, Ionut Sorescu5, Lavinia Laura Pruteanu6,7, Ioana Berindan Neagoe8,9,10, Dan Cristian Vodnar11.
Abstract
BACKGROUND: Food and feed supplements containing microorganisms with probiotic potential are of increasing interest due to their healthy promoting effect on human and animals. Their mechanism of action is still unknown. Using a microarray approach, the aim of this study was to investigate the differences in genome-wide gene expression induced by a mixture of three Lactobacillus strains (L. rhamnosus, L. plantarum, and L. paracasei) in intestinal porcine epithelial cells (IPEC-1) and to identify the genes and pathways involved in intestinal barrier functions.Entities:
Keywords: IPA analysis; genome; intestinal porcine epithelial cells (IPEC-1); lactobacilli; microarray
Mesh:
Year: 2018 PMID: 29966337 PMCID: PMC6073849 DOI: 10.3390/ijms19071923
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Functional classification of differentially expressed genes under lactobacilli mixture treatment.
| Function Name | LB Treatment | ||||
|---|---|---|---|---|---|
| Up-Regulated | Down-Regulated | Total Found Genes | |||
| No. | % | No. | % | No. | |
| Signaling | 1735 | 95.8 | 76 | 4.2 | 1811 |
| Cell signaling | 132 | 96.4 | 5 | 3.7 | 137 |
| Proliferation | 632 | 91.3 | 60 | 8.7 | 692 |
| Transcription factors | 597 | 90.9 | 60 | 9.1 | 657 |
| Growth factors | 398 | 96.8 | 13 | 3.2 | 411 |
| Cytokines | 224 | 95.7 | 10 | 4.3 | 234 |
| Interleukin | 186 | 93.0 | 14 | 7.0 | 200 |
| Immune response | 110 | 92.4 | 9 | 7.6 | 119 |
| Inflammatory response | 205 | 94.0 | 13 | 6.0 | 218 |
List of the most strongly upregulated or downregulated genes involved in signaling in IPEC-cells.
| Gene ID | Gene Symbol | Gene Description | Fold Change | Regulation |
|---|---|---|---|---|
| Signaling | ||||
| GACC01000361 | neurofibromin 1 (NF1), transcript variant 1 | 10.20 | up | |
| AK349266 | fuzzy homolog (Drosophila) (FUZ), transcript variant 1 | 10.63 | up | |
| - | - | 10.70 | up | |
| XM-001928433 | olfactory receptor, family 2, subfamily M, member 3 (OR2M3) ectonucleoside triphosphate | 11.63 | up | |
| AK345382 | diphosphohydrolase 1 (ENTPD1), transcript variant 1 | 12.13 | up | |
| - | - | 13.45 | up | |
| XM-003482962 | axin 2 | 13.93 | up | |
| AB530146 | regulator of G-protein signaling 2, 24 kDa | −6.67 | down | |
| XM-001925049 | olfactory receptor, family 1, subfamily L, member 8 | −5.26 | down | |
| - | - | −4.17 | down | |
| NM-001001861 | chemokine (C-X-C motif) ligand 2 | −4.00 | down | |
| NM-214376 | amphiregulin | −3.85 | down | |
| NM-214376 | amphiregulin | −3.85 | down | |
| AY609724 | transcription factor 21 | −3.70 | down |
List of the most strongly upregulated or downregulated genes involved in proliferation in IPEC-cells.
| Gene ID | Gene Symbol | Gene Description | Fold Change | Regulation |
|---|---|---|---|---|
| Proliferation | ||||
| GACC01000361 | neurofibromin 1 (NF1), transcript variant 1 | 10.20 | up | |
| - | - | 10.70 | up | |
| - | - | 13.45 | up | |
| XM-003482962 | axin 2 | 13.93 | up | |
| NM-214376 | amphiregulin | −3.85 | down | |
| - | - | −3.45 | down | |
| NM-214029 | interleukin 1, alpha (IL1α) | −3.33 | down | |
| AY610314 | ubiquitin-conjugating enzyme E2 variant 2 | −3.33 | down |
List of the most strongly upregulated or downregulated genes associated with transcription factors and inflammatory response in IPEC-cells.
| Gene ID | Gene Symbol | Gene Description | Fold Change | Regulation |
|---|---|---|---|---|
| XM-003125031 | empty spiracles homeobox 1 (EMX1) | 9.00 | up | |
| GACC01000361 | neurofibromin 1 (NF1), transcript variant 1 | 10.20 | up | |
| AK347929 | teashirt zinc finger homeobox 2 (TSHZ2), transcript variant 1 | 12.21 | up | |
| XM-003361490 | PBX/knotted 1 homeobox 2 | −8.33 | down | |
| AY609724 | ref|Homo sapiens transcription factor 21 (TCF21), transcript variant 2 | −3.70 | down | |
| XM-003131278 | protein kinase C, alpha | 5.13 | up | |
| - | - | 5.58 | up | |
| AK396677 | phospholipase A2, group VII (platelet-activating factor acetylhydrolase, plasma) | 5.82 | up | |
| XM-001929161 | oncostatin M | 6.19 | up | |
| XM-003130465 | interleukin 20 | 6.23 | up | |
| AY669080 | bone morphogenetic protein 2 | 6.87 | up | |
| AK232615 | serpin peptidase inhibitor, clade A (alpha-1 antiproteinase, antitrypsin), member 3 | 9.85 | up | |
| AK345252 | chemokine (C-X-C motif) ligand 2 | −6.25 | down | |
| XM-003129107 | chemokine (C-X-C motif) ligand 2 | −6.25 | down | |
| XM-003126166 | chemokine (C-X-C motif) ligand 2 | −4.00 | down | |
| NM-001001861 | chemokine (C-X-C motif) ligand 2 | −3.45 | down | |
| - | - | −3.45 | down | |
| AY577905 | chemokine (C-X-C motif) ligand 2 | −3.45 | down | |
| NM_214029 | interleukin 1, alpha | −3.33 | down |
List of the most strongly upregulated or downregulated genes involved in immune response in IPEC-cells.
| Gene ID | Gene Symbol | Gene Description | Fold Change | Regulation |
|---|---|---|---|---|
| Immune Response | ||||
| NM-001102680 | CD1d molecule (CD1D) | 5.21 | up | |
| AY506573 | beta-defensin 2 mRNA, complete cds | 5.24 | up | |
| D21074 | GM-CSF for granulocyte-macrophage colony-stimulating factor, complete cds | 6.06 | up | |
| XM-003129107 | hypothetical protein LOC100525528 (LOC100525528) | −6.25 | down | |
| NM-001001861 | chemokine (C-X-C motif) ligand 2 (CXCL2) | −4.00 | down | |
| U68701 | interleukin-18, complete cds | −3.45 | down | |
| AY577905 | CXCL2, complete cds | −3.45 | down | |
| NM-214029 | interleukin 1, alpha (IL1α) | −3.33 | down |
Figure 1Validation of microarray results by real-time RT-PCR. Gene expression of six selected genes obtained by qPCR (A) was compared with that obtained by microarray (B). Each experiment was repeated four times () lactobacilli mixture versus () Control cells); n = 4.
Top gene Canonical Pathways associated with Lactobacilli treatment—Ingenuity Pathway Analysis (IPA).
| Name | LB Treatment | |
|---|---|---|
| Ratio | ||
| Role of Macrophages, Fibroblasts and Endothelial Cells in Rheumatoid Arthritis | 9.33 × 10−21 | 56/309 (0.181) |
| Molecular mechanism of cancer | 4.29 × 10−20 | 61/374 (0.163) |
| Wnt/β-catenin | 1.32 × 10−18 | 39/169 (0.231) |
| Human embryonic Stem Cell Pluripotency | 1.33 × 10−18 | 36/143 (0.252) |
Top gene molecular and cellular functions associated with lactobacilli treatment—IPA analysis.
| Name | LB Treatment | |
|---|---|---|
| Molecules | ||
| Cellular growth and proliferation | 2.79 × 10−20–1.53 × 10−124 | 598 |
| Cellular Development | 2.79 × 10−20–1.13 × 10−117 | 572 |
| Gene Expression | 1.83 × 10−33–1.33 × 10−117 | 439 |
| Cellular Movement | 3.35 × 10−20–2.04 × 10−95 | 392 |
| Cell death and Survival | 4.95 × 10−20–5.24 × 10−86 | 478 |
Top gene Diseases and Bio Function associated with lactobacilli treatment—IPA analysis.
| Name | LB Treatment | |
|---|---|---|
| Molecules | ||
| Cancer | 2.41 × 10−20–1.11 × 10−58 | 849 |
| Organism Injury and Abnormalities | 2.41 × 10−20–1.11 × 10−58 | 860 |
| Gastrointestinal Diseases | 2.38 × 10−20–1.53 × 10−42 | 761 |
| Developmental Disorder | 3.43 × 10−21–5.85 × 10−42 | 282 |
| Inflammatory Response | 5.00 × 10−33–2.08 × 10−43 | 362 |
Top gene networks associated with lactobacilli treatment—IPA analysis.
| Associated Network Function | Score |
|---|---|
| Cell Signaling Cell-to-Cell Signaling and Interaction, Cell Cycle | 52 |
| Gene Expression, Cellular Development, Digestive System Development and Function | 41 |
| Gene Expression, Skeletal and Muscular Disorders, Skeletal and Muscular System Development and Function | 37 |
| Cellular Movement, Hematological System Development and Function, Immune Trafficking | 37 |
| Gene Expression, Hematological System Development and Function, Tissue Morphology | 37 |
Figure 2The predicted molecular connections between the differentially regulated genes in the extracellular space, cytoplasm, and nucleus of IPEC-1 cells. Information about the regulation of genes is included in the figure: the red color gradient from dark to light shows the degree of genes up-regulated in lactobacilli treated IPEC cells versus control cells; the green color shows the down-regulated in lactobacilli treated IPEC cells versus control cells; arrow () = direct relationship; () = inhibition.
Figure 3The predicted molecular connections between the differentially regulated genes in the extracellular space, cytoplasm, and nucleus of IPEC-1 cells under the LB mixture action. Information about the regulation of genes is included in the figure: the red color gradient from dark to light shows the degree of genes up-regulated in lactobacilli treated IPEC cells versus control cells. Nodes were used to connect the regulated genes; grey lines show inconsistent or no predicted effects; () = direct relationship; () = inhibition; n = 4.
Oligonucleotide Polymerase chain reaction (PCR) primers.
| Gene | Accesion No. | Primer Source | Primer Sequence (5′→3′) | Orientation | Tm (°C) | Amplicon Lenght (bp) | References |
|---|---|---|---|---|---|---|---|
| IL-1β | NM_214055 | Pig | ATGCTGAAGGCTCTCCACCTC | forward | 62 | 89 | [ |
| TTGTTGCTATCATCTCCTTGCAC | reverse | 59 | |||||
| TLR2 | NM_213761.1 | Pig | TCACTTGTCTAACTTATCATCCTCTTG | forward | 59 | 162 | [ |
| TCAGCGAAGGTGTCATTATTGC | reverse | 59 | |||||
| TLR4 | NM_001113039.1 | Pig | GCCATCGCTGCTAACATCATC | forward | 60 | 108 | [ |
| CTCATACTCAAAGATACACCATCGG | reverse | 59 | |||||
| TLR6 | NM_213760.1 | Pig | AACCTACTGTCATAAGCCTTCATTC | forward | 59 | 95 | [ |
| GTCTACCACAAATTCACTTTCTTCAG | reverse | 59 | |||||
| IL-10 | NM_214041.1 | Pig | GGCCCAGTGAAGAGTTTCTTTC | forward | 54 | 55 | [ |
| CAACAAGTCGCCCATCTGGT | reverse | 51 | |||||
| IL-4 | NM_214123.1 | Pig | CAACCCTGGTCTGCTTACTG | Forward | 52 | 173 | [ |
| CTTCTCCGTCGTGTTCTCTG | reversed | 52 | |||||
| Cyclophilin A | NM_214353.1 | Pig | CCCACCGTCTTCTTCGACAT | forward | 54 | 92 | [ |
| TCTGCTGTCTTTGGAACTTTGTCT | reverse | 55 | |||||
| β-actina | NM_213978.1 | Pig | GGACTTCGAGCAGGAGATGG | forward | 60 | 230 | [ |
| GCACCGTGTTTGCGTAGAGG | reverse | 62 |