| Literature DB >> 24086288 |
Norika Mengchia Liu1, Tomohiro Yokota, Shun Maekawa, Ping Lü, Yun-Wen Zheng, Inbun Tei, Hideki Taniguchi, Utako Yokoyama, Takashi Kato, Susumu Minamisawa.
Abstract
Endothelial cells (ECs) lining the blood vessels serve a variety of functions and play a central role in the homeostasis of the circulatory system. Since the ductus arteriosus (DA) has different arterial characteristics from its connecting vessels, we hypothesized that ECs of the DA exhibited a unique gene profile involved in the regulation of DA-specific morphology and function. Using a fluorescence-activated cell sorter, we isolated ECs from pooled tissues from the DA or the descending aorta of Wistar rat fetuses at full-term of gestation (F group) or neonates 30 minutes after birth (N group). Using anti-CD31 and anti-CD45 antibodies as cell surface markers for ECs and hematopoietic derived cells, respectively, cDNAs from the CD31-positive and CD45-negative cells were hybridized to the Affymetrix GeneChip® Rat Gene 1.0 ST Array. Among 26,469 gene-level probe sets, 82 genes in the F group and 81 genes in the N group were expressed at higher levels in DA ECs than in aortic ECs (p<0.05, fold change>2.0). In addition to well-known endothelium-enriched genes such as Tgfb2 and Vegfa, novel DA endothelium-dominant genes including Slc38a1, Capn6, and Lrat were discovered. Enrichment analysis using GeneGo MetaCore software showed that DA endothelium-related biological processes were involved in morphogenesis and development. We identified many overlapping genes in each process including neural crest-related genes (Hoxa1, Hoxa4, and Hand2, etc) and the second heart field-related genes (Tbx1, Isl1, and Fgf10, etc). Moreover, we found that regulation of epithelial-to-mesenchymal transition, cell adhesion, and retinol metabolism are the active pathways involved in the network via potential interactions with many of the identified genes to form DA-specific endothelia. In conclusion, the present study uncovered several significant differences of the transcriptional profile between the DA and aortic ECs. Newly identified DA endothelium-dominant genes may play an important role in DA-specific functional and morphologic characteristics.Entities:
Mesh:
Substances:
Year: 2013 PMID: 24086288 PMCID: PMC3785468 DOI: 10.1371/journal.pone.0073685
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
List of primer sequences used for quantitative RT-PCR.
| Gene | NCBI | Primer sequence | |
| name | Accession No. | Forward | Reverse |
| Tie2 | NM_001105737.1 |
|
|
| γ2-actin | NM_012893.1 |
|
|
| Ednra | NM_012550.2 |
|
|
| Slc38a1 | NM_138832.1 |
|
|
| Lrat | NM_022280.2 |
|
|
| 18S | NR_003278.3 |
|
|
| GAPDH | NM_017008.4 |
|
|
The mRNA descriptions are listed below;
Tie2: TEK tyrosine kinase, endothelial; γ2-actin: actin, gamma 2, smooth muscle, enteric; Ednra: endothelin receptor type A; Slc38a1: solute carrier family 38, member 1; Lrat: lecithin-retinol acyltransferase; 18S: 18S ribosomal RNA; GAPDH: glyceraldehyde-3-phosphate dehydrogenase.
Figure 1CD31+ cells successfully divided from whole tissue by FACS.
A) Population of cells reacted with FITC-conjugated anti-CD31 antibody (CD31) and APC/Cy7-conjugated anti-CD45 antibody (CD45). CD31−/CD45−: consisting mainly of SMCs, CD31+/CD45−: consisting entirely of ECs B) Population of cells reacted with fluorescence conjugated anti-control IgG antibodies in order to confirm the nonspecific binding of antibodies.
Figure 2Obvious differences in gene expression between sorted ECs and SMCs.
A) The expression levels of Tie2 mRNA were significantly higher in ECs than in SMCs. (*p<0.05, n = 5) B) The expression levels of γ2-actin mRNA were significantly lower in ECs than in SMCs. (**p<0.001, n = 5) C) The expression levels of Ednra mRNA were significantly lower in ECs than in SMCs. (**p<0.001, n = 3).
DA endothelium-dominant genes.
| Probe | mRNA | Gene | Fold change (DA/Ao) | |
| set ID | Description | Symbol | F | N |
| 10906592 | solute carrier family 38, member 1 | Slc38a1 | 7.31 | 6.81 |
| 10932759 | calpain 6 | Capn6 | 8.18 | 6.04 |
| 10823949 | lecithin-retinol acyltransferase | Lrat | 6.98 | 5.15 |
| 10875375 | carbonic anhydrase 8 | Car8 | 5.88 | 4.94 |
| 10925936 | erythrocyte protein band 4.1-like 3 | Epb4.1l3 | 5.05 | 4.27 |
| 10764702 | similar to glycosyltransferase 25 domain containing 2 | Glt25d2 | 3.90 | 4.18 |
| 10903177 | G protein-coupled receptor 182 | Gpr182 | 4.12 | 4.12 |
| 10712171 | interferon induced transmembrane protein 1 | Ifitm1 | 4.89 | 3.99 |
| 10867593 | growth differentiation factor 6 | Gdf6 | 4.82 | 3.89 |
| 10752295 | T-box 1 | Tbx1 | 4.69 | 3.80 |
| 10932726 | transient receptor potential cation channel, subfamily C, member 5 | Trpc5 | 4.73 | 3.78 |
| 10869158 | similar to zinc finger protein 462 | Zfp462 | 4.52 | 3.53 |
| 10840076 | prion protein | Prnp | 3.70 | 3.52 |
| 10826561 | similar to N-deacetylase/N-sulfotransferase (heparan glucosaminyl) 3 | Ndst3 | 3.69 | 3.36 |
| 10749983 | coxsackie virus and adenovirus receptor | Cxadr | 3.65 | 3.36 |
| 10937327 | similar to zinc finger, CCHC domain containing 5 | Zcchc16 | 3.63 | 3.32 |
| 10783648 | solute carrier family 7, member 8 | Slc7a8 | 3.95 | 3.25 |
| 10776676 | shisa homolog 3 (Xenopus laevis) | Shisa3 | 3.76 | 3.16 |
| 10815785 | pentraxin related gene | Ptx3 | 4.28 | 3.14 |
| 10829418 | poly(rC) binding protein 3 | Pcbp3 | 3.01 | 3.10 |
| 10714323 | aldehyde dehydrogenase 1 family, member A1 | Aldh1a1 | 2.19 | 3.08 |
| 10924824 | SP100 nuclear antigen | Sp100 | 2.83 | 3.00 |
| 10863549 | actin, gamma 2, smooth muscle, enteric | Actg2 | 2.76 | 2.96 |
| 10852378 | GATA binding protein 5 | Gata5 | 3.60 | 2.91 |
| 10931308 | prolyl 4-hydroxylase, alpha polypeptide I | P4ha1 | 2.86 | 2.89 |
| 10804750 | similar to Actin-binding LIM protein 3 | Ablim3 | 3.15 | 2.88 |
| 10902420 | leucine rich repeat containing G protein coupled receptor 5 | Lgr5 | 3.49 | 2.84 |
| 10862554 | 31 kDa protein | Hoxa4 | 2.42 | 2.77 |
| 10767388 | Cd55 molecule | Cd55 | 2.75 | 2.76 |
| 10868627 | similar to GLI pathogenesis-related 2 | Glipr2 | 2.87 | 2.75 |
| 10934173 | ephrin B1 | Efnb1 | 2.35 | 2.66 |
| 10876507 | similar to F-box only protein 10 | Fbxo10 | 2.56 | 2.65 |
| 10935038 | brain expressed gene 4 | Bex4 | 2.2 | 2.62 |
| 10837351 | solute carrier family 43, member 1 | Slc43a1 | 2.52 | 2.60 |
| 10707862 | similar to ADAM metallopeptidase with thrombospondin type 1 motif, 17 preproprotein | Adamts17 | 2.61 | 2.60 |
| 10880095 | serine incorporator 2 | Serinc2 | 2.87 | 2.56 |
| 10838117 | peptidase domain containing associated with muscle regeneration 1 | Pamr1 | 2.95 | 2.55 |
| 10886162 | transmembrane protein 63c | Tmem63c | 3.49 | 2.53 |
| 10745095 | aldolase C, fructose-bisphosphate | Aldoc | 2.22 | 2.51 |
| 10833152 | cysteine and glycine-rich protein 2 | Csrp2 | 2.31 | 2.48 |
| 10739927 | C1q and tumor necrosis factor related protein 1 | C1qtnf1 | 2.15 | 2.48 |
| 10858499 | microfibrillar associated protein 5 | Mfap5 | 2.42 | 2.46 |
| 10792421 | plasminogen activator, tissue | Plat | 2.41 | 2.46 |
| 10853819 | met proto-oncogene | Met | 2.17 | 2.44 |
| 10791504 | heart and neural crest derivatives expressed 2 | Hand2 | 2.52 | 2.42 |
| 10713857 | fatty acid desaturase 1 | Fads1 | 2.46 | 2.38 |
| 10899023 | calcium channel, voltage-dependent, beta 3 subunit | Cacnb3 | 2.67 | 2.38 |
| 10863777 | anthrax toxin receptor 1 | Antxr1 | 2.70 | 2.37 |
| 10813172 | fibroblast growth factor 10 | Fgf10 | 2.58 | 2.37 |
| 10939764 | glypican 3 | Gpc3 | 2.04 | 2.36 |
| 10766082 | kinesin family member 26B | Kif26b | 2.65 | 2.35 |
| 10896751 | metastasis suppressor 1 | Mtss1 | 2.27 | 2.35 |
| 10921772 | vascular endothelial growth factor A, transcript variant 1 | Vegfa | 2.45 | 2.34 |
| 10733258 | ADAM metallopeptidase with thrombospondin type 1 motif, 2 | Adamts2 | 2.40 | 2.30 |
| 10910473 | hyperpolarization activated cyclic nucleotide-gated potassium channel 4 | Hcn4 | 2.81 | 2.29 |
| 10751190 | zinc finger, DHHC-type containing 23 | Zdhhc23 | 2.96 | 2.24 |
| 10777232 | CD38 molecule | Cd38 | 2.34 | 2.21 |
| 10919175 | T-box18 | Tbx18 | 2.23 | 2.21 |
| 10803323 | cadherin 2 | Cdh2 | 2.28 | 2.20 |
| 10939725 | similar to Heparan-sulfate 6-O-sulfotransferase 2 | Hs6st2 | 2.44 | 2.19 |
| 10922964 | similar to esophageal cancer related gene 4 protein | RGD1305645 | 2.60 | 2.17 |
| 10770577 | transforming growth factor, beta 2 | Tgfb2 | 2.50 | 2.17 |
| 10875581 | solute carrier family 26, member 7 | Slc26a7 | 2.18 | 2.17 |
| 10734242 | microfibrillar-associated protein 4 | Mfap4 | 2.51 | 2.15 |
| 10889263 | tribbles homolog 2 (Drosophila) | Trib2 | 2.55 | 2.11 |
| 10767077 | GLI family zinc finger 2 | Gli2 | 2.29 | 2.11 |
| 10921428 | similar to inhibitor of MyoD family-a | RGD1560271 | 2.34 | 2.10 |
| 10819269 | solute carrier family 39 (zinc transporter), member 8 | Slc39a8 | 2.23 | 2.08 |
| 10784579 | scavenger receptor class A, member 3 | Scara3 | 2.04 | 2.05 |
| 10849327 | fibrillin 1 | Fbn1 | 2.15 | 2.04 |
| 10729667 | dickkopf homolog 1 (Xenopus laevis) | Dkk1 | 2.32 | 2.02 |
| 10767597 | similar to transmembrane and coiled-coil domains 2 | Tmcc2 | 1.54 | 2.48 |
| 10888610 | similar to limb-bud and heart | LOC683626 | 1.71 | 2.24 |
| 10818989 | paired-like homeodomain 2, transcript variant 2 | Pitx2 | 1.96 | 2.14 |
| 10917034 | transgelin | Tagln | 1.95 | 2.13 |
| 10708399 | similar to ring finger and KH domain containing 3 | Mex3b | 1.68 | 2.12 |
| 10840613 | transmembrane protein 90B | Tmem90b | 1.85 | 2.11 |
| 10807601 | syntrophin, beta 2 | Sntb2 | 1.93 | 2.02 |
| 10862547 | homeo box A2 | Hoxa2 | 1.76 | 2.01 |
| 10898022 | cold shock domain containing C2, RNA binding | Csdc2 | 1.97 | 2.00 |
| 10802375 | phorbol-12-myristate-13-acetate-induced protein 1 | Pmaip1 | 1.99 | 2.00 |
| 10849700 | mal, T-cell differentiation protein | Mal | 2.71 | 1.51 |
| 10754454 | semaphorin 5B | Sema5b | 2.44 | 1.93 |
| 10862541 | homeo box A1 | Hoxa1 | 2.44 | 1.95 |
| 10717233 | connective tissue growth factor | Ctgf | 2.19 | 1.29 |
| 10903979 | similar to breast cancer membrane protein 101 isoform 1 | Fam84b | 2.15 | 1.51 |
| 10777242 | bone marrow stromal cell antigen 1 | Bst1 | 2.12 | 1.68 |
| 10899405 | Keratin, type II cytoskeletal 7 | Krt7 | 2.09 | 1.66 |
| 10848165 | cholinergic receptor, muscarinic 5 | Chrm5 | 2.09 | 1.89 |
| 10871043 | similar to C05G5.5 | LOC689914 | 2.07 | 1.89 |
| 10821486 | ISL LIM homeobox 1 | Isl1 | 2.05 | 1.93 |
| 10878845 | microtubule associated serine/threonine kinase 2 | Mast2 | 2.02 | 1.93 |
Eighty two genes in the F group and 81 genes in the N group were expressed more than 2-fold in ECs of the DA than in ECs of the aorta (p<0.05). Among these DA dominant genes, 71 genes were expressed more than 2-fold in ECs of the DA in both groups (above the thick line). F: fetuses before breathing; N: neonates obtained 30 minutes after breathing.
Figure 3Color scale table imitating heat maps of DA dominant genes and Ao dominant genes.
The listed genes in A) and B) are the same as in Table 2 and Table 3, respectively. The color scale is based on their expression intensities. The green or red color indicates the lowest or the highest expression levels, respectively. The midpoint shown as a dark color represents 235 since it is the average of whole gene expression.
Aorta endothelium-dominant genes.
| Probe | mRNA | Gene | Fold change (DA/Ao) | |
| set ID | Description | Symbol | F | N |
| 10722992 | alanyl (membrane) aminopeptidase | Anpep | 0.16 | 0.16 |
| 10716939 | similar to G protein-coupled receptor 126 | Gpr126 | 0.15 | 0.19 |
| 10816144 | secreted frizzled-related protein 2 | Sfrp2 | 0.25 | 0.25 |
| 10810778 | dipeptidase 2 | Dpep2 | 0.25 | 0.28 |
| 10730266 | NK2 transcription factor related, locus 3 (Drosophila) | Nkx2–3 | 0.33 | 0.28 |
| 10731622 | similar to MGC45438 protein | RGD1565166 | 0.26 | 0.28 |
| 10810631 | tubulin polymerization-promoting protein family member 3 | Tppp3 | 0.26 | 0.29 |
| 10787517 | growth differentiation factor 15 | Gdf15 | 0.32 | 0.31 |
| 10896020 | syndecan 2 | Sdc2 | 0.31 | 0.33 |
| 10769370 | flavin containing monooxygenase 2 | Fmo2 | 0.35 | 0.34 |
| 10826249 | vascular cell adhesion molecule 1 | Vcam1 | 0.35 | 0.35 |
| 10768269 | complement factor H | Cfh | 0.34 | 0.35 |
| 10903816 | syntrophin, beta 1 | Sntb1 | 0.27 | 0.36 |
| 10801683 | proline rich 16 | Prr16 | 0.42 | 0.36 |
| 10769476 | ATPase, Na+/K+ transporting, beta 1 polypeptide | Atp1b1 | 0.41 | 0.37 |
| 10801761 | similar to PR-domain zinc finger protein 6 | Prdm6 | 0.34 | 0.37 |
| 10744939 | serine (or cysteine) peptidase inhibitor, clade F, member 1 | Serpinf1 | 0.37 | 0.38 |
| 10859799 | interleukin 6 | Il6 | 0.27 | 0.39 |
| 10892352 | similar to Jagged-2 precursor | Jag2 | 0.44 | 0.40 |
| 10800696 | LIM and senescent cell antigen like domains 2 | Lims2 | 0.40 | 0.41 |
| 10888368 | neurexin 1 | Nrxn1 | 0.37 | 0.41 |
| 10916228 | neurogranin | Nrgn | 0.40 | 0.42 |
| 10932211 | monoamine oxidase B, nuclear gene encoding mitochondrial protein | Maob | 0.35 | 0.42 |
| 10808274 | cadherin 13 | Cdh13 | 0.38 | 0.42 |
| 10738676 | formin-like 1 | Fmnl1 | 0.42 | 0.42 |
| 10863608 | cytochrome P450, family 26, subfamily b, polypeptide 1 | Cyp26b1 | 0.46 | 0.42 |
| 10785846 | ATP-binding cassette, sub-family C (CFTR/MRP), member 4 | Abcc4 | 0.41 | 0.44 |
| 10892330 | similar to AHNAK nucleoprotein isoform 1 | Ahnak2 | 0.38 | 0.45 |
| 10837310 | similar to KIAA1946 | Fam171b | 0.37 | 0.45 |
| 10896405 | polycystic kidney and hepatic disease 1-like 1 | Pkhd1l1 | 0.40 | 0.45 |
| 10791552 | glycoprotein m6a | Gpm6a | 0.46 | 0.45 |
| 10764862 | angiopoietin-like 1 | Angptl1 | 0.37 | 0.46 |
| 10782454 | thyroid hormone receptor beta | Thrb | 0.48 | 0.46 |
| 10822007 | PDZ domain containing 2 | Pdzd2 | 0.46 | 0.47 |
| 10726371 | similar to ADAM 12 precursor | Adam12 | 0.50 | 0.48 |
| 10811956 | signal-induced proliferation-associated 1 like 2 | Sipa1l2 | 0.41 | 0.48 |
| 10739364 | somatostatin receptor 2 | Sstr2 | 0.47 | 0.48 |
| 10790939 | similar to KIAA1683 | LOC306346 | 0.49 | 0.48 |
| 10797499 | receptor tyrosine kinase-like orphan receptor 2 | Ror2 | 0.48 | 0.49 |
| 10704840 | similar to protein 7 transactivated by hepatitis B virus X antigen | LOC686809 | 0.47 | 0.49 |
| 10805996 | plasma membrane proteolipid (plasmolipin) | Pllp | 0.45 | 0.49 |
| 10776608 | similar to Probable phospholipid-transporting ATPase VD | Atp10d | 0.45 | 0.5 |
| 10859886 | dipeptidylpeptidase 6 | Dpp6 | 0.48 | 0.50 |
| 10724315 | hemoglobin, beta | Hbb | 1.21 | 0.44 |
| 10896028 | plasma glutamate carboxypeptidase | Pgcp | 0.53 | 0.47 |
| 10771655 | chemokine (C-X-C motif) ligand 10 | Cxcl10 | 0.61 | 0.48 |
| 10737730 | homeo box B3 | Hoxb3 | 0.64 | 0.48 |
| 10845767 | Cobl-like 1 | Cobll1 | 0.54 | 0.49 |
| 10886816 | cDNA clone IMAGE:8372043. | RGD1566401 | 0.5 | 0.49 |
| 10908328 | intercellular adhesion molecule 5, telencephalin | Icam5 | 0.56 | 0.49 |
| 10876069 | aquaporin 3 | Aqp3 | 0.51 | 0.50 |
| 10786646 | semaphorin 3G | Sema3g | 0.56 | 0.50 |
| 10736520 | active BCR-related gene | Abr | 0.46 | 0.54 |
| 10889560 | B-cell receptor-associated protein 29 | Bcap29 | 0.47 | 0.63 |
| 10787757 | chondroitin sulfate N-acetylgalactosaminyltransferase 1 | Csgalnact1 | 0.37 | 0.52 |
| 10834031 | dual specificity phosphatase 14 | Dusp14 | 0.46 | 0.54 |
| 10926651 | ectonucleotide pyrophosphatase/phosphodiesterase 5 | Enpp5 | 0.46 | 0.52 |
| 10855387 | GTPase, IMAP family member 4 | Gimap4 | 0.45 | 0.58 |
| 10853229 | guanine nucleotide binding protein (G protein), alpha inhibiting 1 | Gnai1 | 0.45 | 0.55 |
| 10761128 | heat shock protein 1 | Hspb1 | 0.45 | 0.62 |
| 10833346 | cDNA clone MGC:188337 IMAGE:7453022 | LOC100365935 | 0.42 | 0.66 |
| 10785523 | similar to Protocadherin 9 precursor isoform 3 | Pcdh9 | 0.43 | 0.58 |
| 10768376 | phospholipase A2, group IVA (cytosolic, calcium-dependent) | Pla2g4a | 0.50 | 0.63 |
| 10811347 | phospholipase C, gamma 2 | Plcg2 | 0.49 | 0.51 |
| 10919354 | plastin 1 (I isoform) | Pls1 | 0.41 | 0.57 |
| 10910204 | proline-serine-threonine phosphatase-interacting protein 1 | Pstpip1 | 0.49 | 0.51 |
| 10764551 | prostaglandin-endoperoxide synthase 2 | Ptgs2 | 0.48 | 0.52 |
| 10934662 | riboflavin kinase | Rfk | 0.48 | 0.56 |
| 10753629 | 126 kDa protein | RGD1562717 | 0.49 | 0.55 |
| 10783537 | solute carrier family 7, member 7 | Slc7a7 | 0.49 | 0.56 |
| 10902696 | similar to CG3996-PA | Tbc1d30 | 0.50 | 0.63 |
| 10725253 | similar to Tmc7 protein | Tmc7 | 0.49 | 0.51 |
| 10877532 | tumor necrosis factor (ligand) superfamily, member 15 | Tnfsf15 | 0.48 | 0.54 |
| 10875363 | thymocyte selection-associated high mobility group box | Tox | 0.48 | 0.51 |
Sixty five genes in the F group and 52 genes in the N group were expressed more than 2-fold in ECs of the aorta than in ECs of the DA (p<0.05). Among these aorta dominant genes, 43 genes were expressed more than 2-fold in ECs of the aorta in both groups(above the thick line). F: fetuses before breathing; N: neonates obtained 30 minutes after breathing.
Genes showed a significant change (p<0.01) between F and N in the DA.
| Probe set ID | mRNA Description | Gene Symbol |
|
| 10869253 | UDP-glucose ceramide glucosyltransferase | Ugcg | 0.0005 |
| 10728164 | protein phosphatase 2, regulatory subunit B', beta isoform | Ppp2r5b | 0.0012 |
| 10767489 | mitogen-activated protein kinase-activated protein kinase 2 | Mapkapk2 | 0.0015 |
| 10902696 | similar to CG3996-PA | Tbc1d30 | 0.0015 |
| 10927612 | similar to TBC1 domain family, member 8 isoform 3 | Tbc1d8 | 0.0023 |
| 10912584 | angiomotin like 2 | Amotl2 | 0.0026 |
| 10825940 | adenosine monophosphate deaminase 2 (isoform L) | Ampd2 | 0.0028 |
| 10940568 | dicarbonyl L-xylulose reductase | Dcxr | 0.0028 |
| 10861066 | transmembrane protein 106B | Tmem106b | 0.0030 |
| 10885235 | protein kinase C, eta | Prkch | 0.0044 |
| 10879257 | cell division cycle 20 homolog (S. cerevisiae) | Cdc20 | 0.0054 |
| 10895310 | protein phosphatase 1, regulatory (inhibitor) subunit 12A | Ppp1r12a | 0.0057 |
| 10863542 | deoxyguanosine kinase, nuclear gene encoding mitochondrial protein | Dguok | 0.0057 |
| 10717233 | connective tissue growth factor | Ctgf | 0.0063 |
| 10727464 | ribosomal protein S6 kinase, polypeptide 2 | Rps6kb2 | 0.0074 |
| 10836973 | secernin 3 | Scrn3 | 0.0075 |
| 10857655 | LIM and cysteine-rich domains 1 | Lmcd1 | 0.0079 |
| 10773088 | LIM domain binding 2 | Ldb2 | 0.0080 |
| 10832197 | SNF1-like kinase | Sik1 | 0.0085 |
| 10864715 | vestigial like 4 (Drosophila) | Vgll4 | 0.0087 |
| 10826371 | palmdelphin | Palmd | 0.0088 |
| 10730792 | hypothetical protein | Itprip | 0.0090 |
| 10901713 | nicolin 1 | Nicn1 | 0.0097 |
| 10884898 | similar to Voltage-dependent anion-selective channel protein 1 | RGD1565338 | 0.0098 |
| 10817309 | phosphatidylinositol 4-kinase, catalytic, beta | Pi4kb | 0.0100 |
Twenty five genes shows a significant difference between F and N groups in the DA (p values were less than 0.01. Among these 25 genes, Ctgf and Tbc1d30 are listed in Table 2 and Table 3, respectively. F: fetuses before breathing; N: neonates obtained 30 minutes after breathing.
Top 10 regulatory biological processes worked in the DA ECs.
| GO Processes |
| Developmental stage |
| Anatomical structure morphogenesis | 8.91E-13 | F |
| Circulatory system development | 2.41E-12 | F |
| Cardiovascular system development | 2.41E-12 | F |
| Developmental process | 4.04E-12 | F |
| Locomotion | 6.97E-12 | F |
| Multicellular organismal development | 4.41E-11 | F |
| Organ morphogenesis | 1.55E-10 | F |
| System development | 1.56E-10 | F |
| Anatomical structure development | 2.86E-10 | F |
| Regulation of phosphatidylinositol dephosphorylation | 3.07E-10 | F |
| Muscle structure development | 1.35E-10 | N |
| Anatomical structure morphogenesis | 4.64E-10 | N |
| Response to external stimulus | 3.98E-09 | N |
| Muscle cell differentiation | 4.00E-09 | N |
| Locomotion | 1.68E-08 | N |
| Circulatory system development | 1.70E-08 | N |
| Cardiovascular system development | 1.70E-08 | N |
| Tissue morphogenesis | 2.81E-08 | N |
| Axon guidance | 3.47E-08 | N |
| Response to vitamin A | 3.50E-08 | N |
The MetaCore systems defined the top 10 ranked regulatory biological processes that were dominantly worked in each stage of the DA ECs based upon their p values. F: fetuses before breathing; N: neonates obtained 30 minutes after breathing.
Figure 4Color scale table imitating heat maps of the DA dominant genes categorized by GeneGo processes.
DA dominant genes are identified using GO analysis (MetaCore). The whole expression data set was processed by importing it into the MetaCore system. The MetaCore system lined up the top 10 (based on p-value) sets of categorized genes according to their GO biological processes (Table 5). The color scale table imitating heat maps was created manually based on the genes in GO biological processes. A) The genes in all the top processes except the development or morphogenesis processes that emerged in both F and N. B) The genes categorized in the processes related to the development and morphogenesis in both F and N. C) The genes categorized only in cardiovascular or circulatory specific development processes. The color scale is the same as that used in Figure 3. All heat maps were created manually based on the genes in the GeneGo biological processes. a) The genes in all the processes in Table 4, except the development or morphogenesis processes which emerged in both F and N. b) The genes categorized in the processes related to development and morphogenesis in both F and N. c) The genes categorized only in cardiovascular or circulatory specific development processes.
Thirty overlapping genes that appeared in more than five processes of the top ten ranking as active genes.
| ID | Gene Symbol | mRNA- Description | Number of overlapped processes | |
| F | N | |||
|
| ||||
| 10770577 | Tgfb2 | transforming growth factor, beta 2 (Tgfb2) | 9 | 9 |
| 10921772 | Vegfa | vascular endothelial growth factor A (Vegfa), transcript variant 1 | 9 | 8 |
| 10813172 | Fgf10 | fibroblast growth factor 10 (Fgf10) | 9 | 8 |
| 10934173 | Efnb1 | ephrin B1 (Efnb1) | 9 | 6 |
| 10717233 | Ctgf | connective tissue growth factor (Ctgf) | 9 | 0 |
| 10849327 | Fbn1 | fibrillin 1 (Fbn1) | 8 | 3 |
|
| ||||
| 10749983 | Cxadr | coxsackie virus and adenovirus receptor (Cxadr) | 7 | 5 |
| 10853819 | Met | met proto-oncogene (Met) | 6 | 6 |
| 10848165 | Chrm5 | cholinergic receptor, muscarinic 5 (Chrm5) | 5 | 0 |
|
| ||||
| 10899023 | Cacnb3 | calcium channel, voltage-dependent, beta 3 subunit (Cacnb3) | 6 | 6 |
| 10932726 | Trpc5 | transient receptor potential cation channel, subfamily C, member 5 (Trpc5) | 6 | 4 |
|
| ||||
| 10863549 | Actg2 | actin, gamma 2, smooth muscle, enteric (Actg2) | 9 | 9 |
| 10803323 | Cdh2 | cadherin 2 (Cdh2) | 8 | 6 |
| 10939764 | Gpc3 | glypican 3 (Gpc3) | 8 | 0 |
| 10804750 | Ablim3 | actin-binding LIM protein 3 gene:ENSRNOG00000019365 | 6 | 4 |
| 10840076 | Prnp | prion protein (Prnp) | 6 | 4 |
| 10766072 | Kif26b | kinesin family member 26B (Kif26b) | 6 | 2 |
| 10921428 | RGD1560271 | similar to inhibitor of MyoD family-a | 6 | 1 |
| 10858499 | Mfap5 | microfibrillar associated protein 5 (Mfap5) | 5 | 1 |
|
| ||||
| 10767077 | Gli2 | GLI family zinc finger 2 (Gli2) | 9 | 7 |
| 10752295 | Tbx1 | T-box 1 (Tbx1) | 9 | 7 |
| 10821486 | Isl1 | ISL LIM homeobox 1 (Isl1) | 9 | 0 |
| 10791504 | Hand2 | heart and neural crest derivatives expressed 2 (Hand2) | 8 | 6 |
| 10919175 | Tbx18 | T-box18 (Tbx18) | 7 | 6 |
| 10862541 | Hoxa1 | homeo box A1 (Hoxa1) | 7 | 0 |
| 10862554 | Hoxa4 | homeo box A4 (Hoxa4) | 6 | 0 |
| 10818989 | Pitx2 | paired-like homeodomain 2 (Pitx2), transcript variant 2 | 0 | 8 |
|
| ||||
| 10792421 | Plat | plasminogen activator, tissue (Plat) | 8 | 4 |
| 10714323 | Aldh1a1 | aldehyde dehydrogenase 1 family, member A1 (Aldh1a1) | 6 | 4 |
| 10745095 | Aldoc | aldolase C, fructose-bisphosphate (Aldoc) | 6 | 1 |
Thirty genes that frequently appeared in more than five processes of the top ten ranking in Table 5 are regarded as active genes. These genes are listed in accordance with their function. F: fetuses before breathing; N: neonates obtained 30 minutes after breathing.
Top 10 pathways arranged by p-value.
| GeneGo Pathway Maps |
| Developmental stage |
| Development_Regulation of epithelial-to-mesenchymal transition (EMT) | 7.52E-05 | F |
| Cell adhesion_Cadherin-mediated cell adhesion | 1.04E-04 | F |
| Cell adhesion_Plasmin signaling | 2.56E-04 | F |
| Development_TGF-beta-dependent induction of EMT via SMADs | 2.56E-04 | F |
| Development_TGF-beta-dependent induction of EMT via RhoA, PI3K and ILK. | 5.79E-04 | F |
| Retinol metabolism/Rodent version | 1.97E-03 | F |
| Retinol metabolism | 2.31E-03 | F |
| Development_S1P2 and S1P3 receptors in cell proliferation and differentiation | 3.87E-03 | F |
| Cell adhesion_Chemokines and adhesion | 5.41E-03 | F |
| Cytoskeleton remodeling_TGF, WNT and cytoskeletal remodeling | 7.23E-03 | F |
| Development_Regulation of epithelial-to-mesenchymal transition (EMT) | 7.52E-05 | N |
| Cell adhesion_Cadherin-mediated cell adhesion | 1.04E-04 | N |
| Development_S1P2 and S1P3 receptors in cell proliferation and differentiation | 1.04E-04 | N |
| Cell adhesion_Plasmin signaling | 2.56E-04 | N |
| Development_TGF-beta-dependent induction of EMT via SMADs | 2.56E-04 | N |
| Development_TGF-beta-dependent induction of EMT via RhoA, PI3K and ILK. | 5.79E-04 | N |
| Retinol metabolism/Rodent version | 1.97E-03 | N |
| Retinol metabolism | 2.31E-03 | N |
| Muscle contraction_nNOS Signaling in Skeletal Muscle | 4.49E-03 | N |
| Cell adhesion_Chemokines and adhesion | 5.41E-03 | N |
Among over 1200 pathways, the MetaCore systems defined the top 10 ranked pathways that were dominantly worked in each stage of the DA ECs based upon their p values. F: fetuses before breathing; N: neonates obtained 30 minutes after breathing.