| Literature DB >> 27464792 |
Katsuhide Maeda1, Xiaoyuan Ma1, Fariba Chalajour1, Frank L Hanley1, R Kirk Riemer2.
Abstract
BACKGROUND: Aortic valve (AV) disease presents critical situations requiring surgery in over 2% of the US population and is increasingly the reason for cardiac surgery. Throughout the AV cycle, mechanical forces of multiple types and varying intensities are exerted on valve leaflets. The mechanisms whereby forces regulate leaflet homeostasis are incompletely understood. We used a novel flow bioreactor culture to investigate alteration of AV opening or closure on leaflet genes. METHODS ANDEntities:
Keywords: animal model of human disease; gene expression/regulation; mechanical stretch; valve dynamics
Mesh:
Year: 2016 PMID: 27464792 PMCID: PMC5015277 DOI: 10.1161/JAHA.116.003506
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Figure 1Bioreactor flow culture system for aortic valves. The principle components of the flow culture system are shown. Culture media in a 0.5‐L volume glass side‐arm flask reservoir (1) is heated to maintain 37°C with a surface heater. A peristaltic pump (2) moves media into a glass ventricular surrogate (3) reactor vessel (250‐mL volume). A total of 8 intact rat aortic valves are mounted in a circular array inside the reactor (3) to provide physiologic anterograde flow. The outflows from the reactor vessel are connected to the afterload chamber (4). Outflow from the afterload chamber returns media to the reservoir (1).
Primers Used for PCR Analysis
| Gene | Primer for Human Gene | Amplicon Length (bp) | Gene Bank ID |
|---|---|---|---|
| Apln |
TGCCTCCAGATGGGAAAGG | 80 |
|
| Aplnr |
CCCTTCCTCTATGCCTTCTTTG | 68 |
|
| Cldn5 |
GCTGCCAGAGGAATGCGTTA | 76 |
|
| RT1‐Da |
CATCATCCAGGCGGAGTTCT | 71 |
|
| RT1‐Ba |
AGCCCCTGTGGAGGTCAAG | 63 |
|
| RT1‐Bb |
AGAGTGTTTTGGTTGTGTTTGAAGAG | 67 |
|
| RT1‐Db1 |
GACGCAGCCCCTGAAACA | 66 |
|
| Pecam1 |
GGAAACCAACAGCCATTACGA | 69 |
|
bp indicates base pairs; PCR, polymerase chain reaction.
Figure 2Flow‐induced cyclic closure of rat aortic valves in flow culture. Eight valve grafts were cultured within the same experiment (A). Physiomimetic valve cycling was demonstrated by complete cyclic closing (B) and opening (C) of valves under flow condition. Ruler in (B and C), 5 mm. A video clip demonstrating cyclic closure is provided in Video S1.
Figure 3Hierarchical clustering analysis results arrayed as heat map. Transcriptome data for open, closed, and cycling AV were analyzed by hierarchical clustering and the results arrayed as heat map. The treatment condition is indicated below the data columns: O, Open (n=3); C, Closed (n=5), unlabeled, Cycling (n=8). The results of clustering analysis are represented by the dendrogram above the data columns. AV indicates aortic valve.
Figure 4Integrated analysis of gene expression patterns. The data table (A) indicates the number of differentially regulated transcripts as a function of the fold‐change cut‐off value for the 3 comparison groups. Venn diagrams depict the transcripts with overlapping expression among the 3 culture conditions at a 2‐fold change level (B) and a 4‐fold change level (C) in the study group (1‐way ANOVA corrected P≤0.05). The overlap in the Venn diagrams indicates the transcripts present in both comparisons.
List of the Top 10 Genes Up‐ and Down‐regulated in Open Versus Cycling and Open Versus Closed Groups, Based on the Statistical Significance P Value
| Gene Symbol | Gene Annotation | Open vs Cycling | Open vs Closed | ||
|---|---|---|---|---|---|
| Fold |
| Fold |
| ||
| Cd74 | Cd74 molecule, major histocompatibility complex | 17.64 | 2.09E‐05 | 26.26 | 1.20E‐05 |
| Tifab | TRAF‐interacting protein with forkhead‐associated domain | 17.57 | 4.13E‐04 | 16.69 | 8.93E‐04 |
| RT1‐Da | Major histocompatibility complex, class II, Da | 16.17 | 3.30E‐06 | 23.38 | 1.94E‐06 |
| RT1‐Bb | Major histocompatibility complex, class II, Bb | 15.51 | 1.90E‐09 | 20.16 | 2.77E‐08 |
| RT1‐Ba | Major histocompatibility complex, class II, Ba | 13.60 | 3.33E‐08 | 17.61 | 1.51E‐09 |
| Kcne3 | Potassium voltage‐gated channel, Isk‐related family 3 | 12.73 | 1.02E‐03 | 11.04 | 2.75E‐03 |
| RT1‐Db1 | Major histocompatibility complex, class II, Db1 | 10.79 | 1.31E‐07 | 12.34 | 1.67E‐07 |
| Aplnr | Apelin receptor | 10.69 | 2.67E‐05 | 11.17 | 4.71E‐05 |
| Kdr | Kinase insert domain receptor | 10.39 | 1.07E‐03 | 11.86 | 1.26E‐03 |
| Cldn5 | Claudin 5 | 9.15 | 7.58E‐07 | 8.54 | 2.50E‐06 |
| Scrn1 | Secernin 1 | −2.41 | 2.16E‐04 | −2.52 | 2.70E‐04 |
| Clcn4 | Chloride channel, voltage‐sensitive 4 | −2.30 | 1.15E‐03 | −2.42 | 2.59E‐03 |
| Pdlim3 | PDZ and LIM domain 3 | −2.74 | 3.10E‐05 | −2.68 | 8.16E‐05 |
| Slc6a15 | Solute carrier family 6, member 15 | −3.34 | 8.29E‐04 | −3.59 | 9.56E‐04 |
| Scx | Scleraxis | −3.66 | 1.37E‐05 | −2.77 | 2.74E‐04 |
| Mlana | Melan‐A | −3.89 | 7.91E‐05 | −3.50 | 3.30E‐04 |
P value adjusted by Benjamini and Hochberg false discovery rate correction.
Figure 5Gene ontology in open valve upregulated genes. Enriched Gene Ontology (GO) categories are identified along with number of genes in each category. Blue bars represent actual enriched number of genes in Open versus Cycling AV, whereas red bars represent actual enriched number of genes in Open versus Closed AV. The x‐axis indicates the number of genes in each category (“Hits”). AV indicates aortic valve; MHC, major histocompatibility complex.
Listing of Top Upstream Analysis‐Predicted Activation State in Differentially Regulated Genes
| Upstream Regulator | Molecule Type | Predicted State | Activation |
|
|---|---|---|---|---|
| TNF | Cytokine | Activated | 3.327 | 4.84E‐11 |
| VEGF | Group | Activated | 3.516 | 4.21E‐09 |
| HIF1A | Transcription regulator | Activated | 2.657 | 6.87E‐09 |
| FGF2 | Growth factor | Activated | 3.50 | 1.87E‐07 |
| NF‐κB | Complex | Activated | 3.227 | 3.01E‐06 |
FGF2 indicates fibroblast growth factor 2; HIF1A, hypoxia‐inducible factor 1A; NF‐κB, nuclear factor kappa B; TNF, tumor necrosis factor; VEGF, vascular endothelial growth factor.
Common Target Genes Activated in the Top Upstream Regulators
| TNF Regulator | Vegf Regulator | HIF1A Regulator | FGF2 Regulator | NF‐κB Regulator | Fold Change |
|---|---|---|---|---|---|
| ADORA2A | ADORA2A | 2.06 | |||
| ANGPT2 | ANGPT2 | ANGPT2 | 5.33 | ||
| APLN | APLN | APLN | 3.48 | ||
| BDNF | BDNF | BDNF | BDNF | 2.42 | |
| CCR5 | CCR5 | 2.52 | |||
| CXCR4 | CXCR4 | CXCR4 | CXCR4 | CXCR4 | 2.22 |
| DLL4 | DLL4 | DLL4 | 2.13 | ||
| EFNA1 | EFNA1 | EFNA1 | 2.16 | ||
| IGFBP3 | IGFBP3 | IGFBP3 | IGFBP3 | 4.03 | |
| IL1B | IL1B | IL1B | IL1B | 2.11 | |
| KDR | KDR | KDR | KDR | 10.39 | |
| LYVE1 | LYVE1 | LYVE1 | 3.37 | ||
| Notch4 | Notch4 | Notch4 | 2.63 | ||
| NR5A2 | NR5A2 | 2.07 | |||
| PECAM1 | PECAM1 | PECAM1 | 2.16 | ||
| PLK2 | PLK2 | 2.67 | |||
| SLC2A1 | SLC2A1 | SLC2A1 | SLC2A1 | 2.24 | |
| VEGFA | VEGFA | VEGFA | VEGFA | VEGFA | 2.69 |
FGF2 indicates fibroblast growth factor 2; HIF1A, hypoxia‐inducible factor 1A; NF‐κB, nuclear factor kappa B; TNF, tumor necrosis factor; VEGF, vascular endothelial growth factor.
Regulated Rat AV Genes also Expressed in Human Diseased AV
| Rat AV This Study | Description | Human AV | |
|---|---|---|---|
| Genes | Fold | Gene | |
| Acp5 | 5.04 | Acid phosphatase 5, tartrate resistant | ACP5 |
| Adamts9 | 3.20 | ADAM metallopeptidase with thrombospondin type 1 motif | ADAMTS9 |
| Angpt2 | 5.33 | Angiopoietin 2 | ANGPT2 |
| Ccr5 | 2.52 | Chemokine (C‐C motif) receptor 5 | CCR5 |
| Cd74 | 17.64 | Cd74 molecule, major histocompatibility complex, class II | CD74 |
| Chst1 | 2.85 | Carbohydrate (keratan sulfate Gal‐6) sulfotransferase 1 | CHST1 |
| Cldn5 | 9.15 | Claudin 5 | CLDN5 |
| CXCR4 | 2.22 | Chemokine (C‐X‐C motif) receptor 4 | CXCR4 |
| RT1‐Ba | 13.60 | Major histocompatibility complex, class II | HLA‐DQA1 |
| RT1‐Bb | 15.51 | Major histocompatibility complex, class II | HLA‐DQB1 |
| RT1‐Da | 16.17 | Major histocompatibility complex, class II | HLA‐DRA |
| RT1‐Db | 10.79 | Major histocompatibility complex, class II | HLA‐DRB1 |
| Igfbp3 | 4.03 | Insulin‐like growth factor binding protein 3 | IGFBP3 |
| Kcne3 | 12.73 | Potassium voltage‐gated channel, Isk‐related family 3 | KCNE3 |
| Kdr | 10.39 | Kinase insert domain receptor | KDR |
| Lyve1 | 3.37 | Lymphatic vessel endothelial hyaluronan receptor 1 | LYVE1 |
| Pdk1 | 2.24 | Pyruvate dehydrogenase kinase, isozyme 1 | PDK1 |
| Ptp4a3 | 2.15 | Protein tyrosine phosphatase type IVA, member 3 | PTP4A3 |
| Stc1 | 2.44 | Stanniocalcin 1 | STC1 |
| Tgm2 | 3.29 | Transglutaminase 2, C polypeptide | TGM2 |
AV indicates aortic valve.
Comparison of PCR and Microarray Expression Values
| Column ID | Gene | Open vs Cycling | Closed vs Cycling | Gene Bank ID | ||
|---|---|---|---|---|---|---|
| PCR | Array | PCR | Array | |||
| 1389651_at | Apln | 3.68±1.86 | 3.48 | 1.56±0.70 | 1.23 |
|
| 1379772_at | Aplnr | 5.80±4.74 | 10.69 | 4.47±1.00 | −1.04 |
|
| 1374104_at | Cldn5 | 9.19±2.57 | 9.15 | 2.32±1.89 | 1.07 |
|
| 1371514_at | CD31 | ND | 2.16 | 1.25±0.15 | −1.07 |
|
| 1370883_at | RT1‐Da | 14.38±10.71 | 16.17 | 1.77±0.80 | −1.45 |
|
| 1377334_at | RT1‐Ba | 9.12±11.18 | 13.60 | 1.48±0.71 | −1.29 |
|
| 1371065_at | RT1‐Bb | ND | 15.51 | 2.10±1.16 | −1.30 |
|
| 1370383_a | RT1‐Db1 | 12.52±2.36 | 10.79 | 1.62±0.63 | −1.14 |
|
Values are mean±SD of fold change in expression for n=3 independent determinations. ND indicates not determined; PCR, polymerase chain reaction.