| Literature DB >> 23024760 |
Doreswamy Kenchegowda1, Stephen A K Harvey, Sudha Swamynathan, Kira L Lathrop, Shivalingappa K Swamynathan.
Abstract
BACKGROUND: Klf5 plays an important role in maturation and maintenance of the mouse ocular surface. Here, we quantify WT and Klf5-conditional null (Klf5CN) corneal gene expression, identify Klf5-target genes and compare them with the previously identified Klf4-target genes to understand the molecular basis for non-redundant functions of Klf4 and Klf5 in the cornea. METHODOLOGY/PRINCIPALEntities:
Mesh:
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Year: 2012 PMID: 23024760 PMCID: PMC3443110 DOI: 10.1371/journal.pone.0044771
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Comprehensive view of the changes in PN11 and PN56 Klf5CN corneal gene expression.
A–C. Scatter plots showing the significantly affected genes in (A) PN11 Klf5CN compared with the WT corneas, (B) PN56 Klf5CN compared with the WT corneas, and (C) PN56 WT compared with PN11 WT corneas. (D). Venn representation of numbers of unique characterized genes which are differentially expressed in Klf5CN corneas vs. WT corneas at PN11 or PN56. In parentheses is the percentage of genes showing valid >2-fold changes between PN11 WT and PN56 WT samples. (E). Venn representation of the overlap between Klf4- and Klf5-target genes in PN56 corneas. (F). Venn representation of the overlap between aggregate Klf5-target genes at PN11 and PN56, and genes modulated during WT corneal maturation.
Figure 2Validation of microarray results by QPCR analysis of the expression of selected genes.
Note that the relative levels are plotted on a log scale.
Distribution of modulated genes.
| Developmental changes PN56 vs. PN11 | PN11: Effects in | ||||
| Increased | Decreased | Unchanged | |||
| PN56: Effects in | Increased | Increased | 37 (22) | 0 (0) | 16 (6) |
| Decreased | 99 (42) | 1 (0) | 175 (48) | ||
| Unchanged | 230 (79) | 1 (0) | 194 (44) | ||
| Decreased | Increased | 0 (0) | 25 (17) | 47 (22) | |
| Decreased | 0 (0) | 3 (1) | 17 (5) | ||
| Unchanged | 1 (0) | 44 (29) | 73 (26) | ||
| Unchanged | Increased | 58 (18) | 31 (11) | 1360 (128) | |
| Decreased | 62 (7) | 55 (7) | 1503 (80) | ||
| Unchanged | 227 (16) | 139 (48) | 17,417 (304) | ||
Numbers of unique characterized genes which are differentially expressed in Klf5CN vs. WT corneas at PN11 or at PN56 (rows) are shown. Rows are broken down according to developmental changes, i.e., differences between PN56 WT and PN11 WT corneas, as designated in the shaded column. Data sets discordant between PN11 and PN56 (i.e., increased in PN11 Klf5CN but decreased in PN56 Klf5CN, or vice versa) are too small to be meaningful. Number of genes which also show valid >2-fold changes in PN56 Klf4CN cornea are shown in parentheses.
Top 50 genes whose expression is most decreased in PN11 Klf5CN compared with the WT corneas.
| Gene symbol | Description | Mean log intensity in WT | Mean log intensity in | Fold Difference |
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| aquaporin 3 | 11.11 | 7.54 | 0.08 |
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| keratin 4 | 7.33 | 4.12 | 0.11 |
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| serine (or cysteine) peptidase inhibitor, clade B (ovalbumin), member 3A | 7.10 | 3.90 | 0.11 |
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| sorting nexin 31 | 8.59 | 5.84 | 0.15 |
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| alcohol dehydrogenase 6B (class V) | 9.35 | 6.60 | 0.15 |
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| thioredoxin interacting protein | 9.25 | 6.63 | 0.16 |
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| stearoyl-Coenzyme A desaturase 2 | 8.88 | 6.27 | 0.16 |
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| canopy 1 homolog (zebrafish) | 5.95 | 3.40 | 0.17 |
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| paired box gene 6 | 9.08 | 6.60 | 0.18 |
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| acetyl-Coenzyme A acyltransferase 2 (mitochondrial 3-oxoacyl-Coenzyme A thiolase) | 9.39 | 6.94 | 0.18 |
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| synaptotagmin VII | 7.12 | 4.73 | 0.19 |
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| secreted frizzled-related protein 1 | 9.60 | 7.21 | 0.19 |
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| Rap guanine nucleotide exchange factor (GEF) 3 | 5.97 | 3.65 | 0.20 |
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| fibroblast growth factor 21 | 6.96 | 4.66 | 0.20 |
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| acyl-CoA synthetase medium-chain family member 1 | 8.38 | 6.10 | 0.21 |
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| janus kinase and microtubule interacting protein 1 | 7.64 | 5.40 | 0.21 |
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| esterase 22 | 5.56 | 3.33 | 0.21 |
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| ripply3 homolog (zebrafish) | 6.99 | 4.83 | 0.22 |
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| brain and reproductive organ-expressed protein | 9.45 | 7.28 | 0.22 |
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| SRY-box containing gene 15 | 8.13 | 5.97 | 0.22 |
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| glutamic pyruvic transaminase, soluble | 8.29 | 6.18 | 0.23 |
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| serine/threonine kinase 35 | 6.18 | 4.07 | 0.23 |
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| neuronal guanine nucleotide exchange factor | 6.49 | 4.39 | 0.23 |
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| aldo-keto reductase family 1, member B7 | 9.73 | 7.63 | 0.23 |
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| solute carrier family 16 (monocarboxylic acid transporters), member 12 | 8.60 | 6.55 | 0.24 |
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| phosphomannomutase 1 | 8.68 | 6.64 | 0.24 |
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| syndecan 1 | 8.01 | 5.99 | 0.25 |
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| MAM domain containing 2 | 8.05 | 6.03 | 0.25 |
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| creatine kinase, mitochondrial 1, ubiquitous | 9.50 | 7.49 | 0.25 |
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| transmembrane 9 superfamily member 2 | 8.91 | 6.92 | 0.25 |
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| basonuclin 1 | 10.00 | 8.03 | 0.26 |
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| carbamoyl-phosphate synthetase 1 | 6.29 | 4.34 | 0.26 |
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| serine hydroxymethyltransferase 1 (soluble) | 5.82 | 3.88 | 0.26 |
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| angiopoietin-like 7 | 11.61 | 9.68 | 0.26 |
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| achaete-scute complex homolog 2 (Drosophila) | 5.35 | 3.44 | 0.27 |
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| peptidyl arginine deiminase, type IV | 6.06 | 4.16 | 0.27 |
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| four jointed box 1 (Drosophila) | 8.25 | 6.35 | 0.27 |
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| solute carrier family 22 (organic cation transporter), member 18 | 6.68 | 4.79 | 0.27 |
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| LEM domain containing 1 | 5.71 | 3.83 | 0.27 |
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| protease, serine, 32 | 6.95 | 5.11 | 0.28 |
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| ets variant gene 4 (E1A enhancer binding protein, E1AF) | 5.51 | 3.68 | 0.28 |
Genes whose expression is also decreased in the PN56 Klf5CN corneas are shown in bold.
Top 50 genes whose expression is most increased in PN11 Klf5CN compared with the WT corneas.
| Gene symbol | Description | Mean log intensity in WT | Mean log intensity in | Fold Difference |
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| surfactant associated protein D | 4.11 | 11.36 | 151.84 |
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| extracellular proteinase inhibitor | 6.16 | 12.55 | 83.66 |
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| resistin like alpha | 5.62 | 10.95 | 40.27 |
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| lactotransferrin | 6.85 | 12.06 | 36.88 |
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| CD209e antigen | 3.32 | 8.17 | 28.77 |
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| haptoglobin | 3.63 | 8.36 | 26.49 |
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| eosinophil-associated, ribonuclease A family, member 11 | 3.32 | 8.01 | 25.81 |
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| serine peptidase inhibitor, Kazal type 11 | 3.45 | 7.99 | 23.23 |
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| chemokine (C-X-C motif) ligand 17 | 5.25 | 9.51 | 19.20 |
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| chemokine (C-X-C motif) ligand 2 | 3.35 | 7.37 | 16.20 |
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| cytohesin 1 interacting protein | 5.55 | 9.54 | 15.84 |
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| FMS-like tyrosine kinase 1 | 4.11 | 8.09 | 15.80 |
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| chemokine (C-X-C motif) ligand 5 | 6.62 | 10.56 | 15.41 |
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| keratin 16 | 6.74 | 10.68 | 15.31 |
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| small proline-rich protein 1A | 5.86 | 9.68 | 14.12 |
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| suppressor of cytokine signaling 3 | 6.08 | 9.66 | 11.96 |
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| schlafen 4 | 3.87 | 7.43 | 11.75 |
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| solute carrier organic anion transporter family, member 1a5 | 3.54 | 7.07 | 11.58 |
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| S100 calcium binding protein A8 (calgranulin A) | 7.25 | 10.73 | 11.13 |
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| serine peptidase inhibitor, Kazal type 5 | 5.38 | 8.81 | 10.83 |
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| CD14 antigen | 6.11 | 9.53 | 10.71 |
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| ceruloplasmin | 7.60 | 10.98 | 10.40 |
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| stefin A2 like 1 | 5.88 | 9.22 | 10.13 |
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| chemokine (C-C motif) ligand 6 | 5.42 | 8.76 | 10.06 |
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| interferon activated gene 203 | 5.11 | 8.30 | 9.11 |
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| chitinase 3-like 1 | 7.81 | 10.98 | 9.00 |
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| chemokine (C-C motif) ligand 5 | 3.32 | 6.47 | 8.89 |
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| glucosaminyl (N-acetyl) transferase 2, I-branching enzyme | 5.21 | 8.32 | 8.65 |
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| arachidonate 15-lipoxygenase | 6.68 | 9.74 | 8.34 |
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| acid phosphatase, prostate | 4.14 | 7.19 | 8.30 |
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| chemokine (C-C motif) ligand 7 | 3.65 | 6.70 | 8.30 |
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| transmembrane 4 superfamily member 1 | 7.39 | 10.43 | 8.22 |
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| chemokine (C-X-C motif) ligand 1 | 5.99 | 9.01 | 8.08 |
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| HtrA serine peptidase 4 | 3.32 | 6.33 | 8.02 |
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| interleukin 1 beta | 4.95 | 7.95 | 8.01 |
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| NCK associated protein 1 like | 3.44 | 6.42 | 7.90 |
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| keratin 23 | 5.27 | 8.24 | 7.84 |
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| phospholipase B1 | 4.05 | 7.01 | 7.77 |
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| phorbol-12-myristate-13-acetate-induced protein 1 | 4.71 | 7.67 | 7.74 |
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| solute carrier family 26, member 4 | 3.39 | 6.33 | 7.71 |
Genes whose expression is also increased in the PN56 Klf5CN corneas are shown in bold.
Top 50 genes whose expression is most decreased in PN56 Klf5CN compared with the WT corneas.
| Gene symbol | Description | Mean log intensity in WT | Mean log intensity in | Fold Difference |
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| cytochrome P450, family 24, subfamily a, polypeptide 1 | 7.75 | 5.06 | 0.15 |
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| glutamyl aminopeptidase | 9.38 | 6.72 | 0.16 |
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| kallikrein related-peptidase 11 | 6.71 | 4.11 | 0.16 |
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| CD55 antigen | 6.58 | 4.25 | 0.20 |
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| desmoglein 1 alpha | 11.33 | 9.06 | 0.21 |
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| transient receptor potential cation channel, subfamily M, member 3 | 7.20 | 4.98 | 0.21 |
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| interleukin 1 family, member 5 (delta) | 7.78 | 5.58 | 0.22 |
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| liver glycogen phosphorylase | 9.93 | 7.74 | 0.22 |
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| low density lipoprotein receptor | 6.63 | 4.51 | 0.23 |
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| leukocyte cell derived chemotaxin 1 | 7.83 | 5.72 | 0.23 |
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| carbonic anhydrase 3 | 6.11 | 4.01 | 0.23 |
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| family with sequence similarity 184, member B | 7.56 | 5.48 | 0.24 |
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| mab-21-like 1 (C. elegans) | 8.51 | 6.45 | 0.24 |
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| discs, large homolog 2 (Drosophila) | 7.79 | 5.75 | 0.24 |
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| sorbin and SH3 domain containing 2 | 9.45 | 7.41 | 0.24 |
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| myosin VI | 7.24 | 5.21 | 0.24 |
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| solute carrier family 14 (urea transporter), member 1 | 9.34 | 7.32 | 0.25 |
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| collagen, type IV, alpha 3 | 8.91 | 6.89 | 0.25 |
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| aldehyde dehydrogenase family 1, subfamily A1 | 10.12 | 8.11 | 0.25 |
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| vestigial like 3 (Drosophila) | 7.81 | 5.89 | 0.27 |
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| ATP-binding cassette, sub-family C (CFTR/MRP), member 9 | 6.78 | 4.86 | 0.27 |
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| methylmalonic aciduria (cobalamin deficiency) type B homolog (human) | 5.80 | 3.90 | 0.27 |
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| thymocyte selection-associated high mobility group box | 6.12 | 4.24 | 0.27 |
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| crystallin, gamma B | 8.29 | 6.43 | 0.27 |
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| anoctamin 4 | 5.57 | 3.71 | 0.28 |
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| calcyphosine-like | 6.06 | 4.21 | 0.28 |
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| dickkopf homolog 1 (Xenopus laevis) | 7.11 | 5.26 | 0.28 |
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| ubiquitin specific peptidase 19 | 6.12 | 4.27 | 0.28 |
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| anoctamin 9 | 6.62 | 4.77 | 0.28 |
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| metallothionein 3 | 5.17 | 3.32 | 0.28 |
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| galactosidase, beta 1-like 2 | 5.75 | 3.91 | 0.28 |
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| kinesin family member 26A | 6.71 | 4.87 | 0.28 |
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| protease, serine, 32 | 8.46 | 6.67 | 0.29 |
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| solute carrier family 4, sodium bicarbonate transporter-like, member 11 | 9.40 | 7.64 | 0.29 |
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| crystallin, alpha A | 8.39 | 6.65 | 0.30 |
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| secernin 1 | 5.67 | 3.93 | 0.30 |
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| pleckstrin homology-like domain, family A, member 2 | 6.20 | 4.47 | 0.30 |
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| oxysterol binding protein-like 6 | 6.50 | 4.77 | 0.30 |
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| protein kinase C, beta | 8.48 | 6.77 | 0.31 |
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| FXYD domain-containing ion transport regulator 4 | 7.29 | 5.59 | 0.31 |
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| imprinted gene in the Prader-Willi syndrome region | 6.07 | 4.38 | 0.31 |
Genes whose expression is also decreased in the PN11 Klf5CN corneas are shown in bold.
Top 50 genes whose expression is most increased in PN56 Klf5CN compared with the WT corneas.
| Gene symbol | Description | Mean log intensity in WT | Mean log intensity in | Fold Difference |
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| small proline-rich protein 2D | 4.73 | 10.14 | 42.29 |
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| chloride channel calcium activated 2 | 3.32 | 8.40 | 33.76 |
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| fatty acid binding protein 4, adipocyte | 4.37 | 9.44 | 33.53 |
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| CD163 antigen | 3.74 | 8.57 | 28.62 |
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| small proline-rich protein 2F | 6.65 | 11.49 | 28.60 |
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| chitinase 3-like 3 | 3.67 | 8.38 | 26.19 |
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| gasdermin C | 5.18 | 9.70 | 22.88 |
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| S100 calcium binding protein A8 (calgranulin A) | 6.60 | 11.03 | 21.60 |
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| chemokine (C-X-C motif) ligand 5 | 6.93 | 11.10 | 17.96 |
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| immunoglobulin joining chain | 5.48 | 9.64 | 17.95 |
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| prolactin induced protein | 4.55 | 8.69 | 17.72 |
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| eosinophil-associated, ribonuclease A family, member 11 | 3.50 | 7.64 | 17.65 |
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| serglycin | 7.01 | 11.15 | 17.63 |
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| serum amyloid A 3 | 5.00 | 9.04 | 16.45 |
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| chloride channel calcium activated 1 | 3.84 | 7.61 | 13.71 |
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| chitinase 3-like 4 | 7.05 | 10.80 | 13.50 |
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| mannose receptor, C type 1 | 5.27 | 9.00 | 13.25 |
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| aquaporin 4 | 3.99 | 7.70 | 13.03 |
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| Fc receptor, IgG, low affinity IIb | 4.66 | 8.29 | 12.43 |
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| chemokine (C-C motif) ligand 24 | 3.32 | 6.96 | 12.42 |
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| serine (or cysteine) peptidase inhibitor, clade A, member 3G | 4.63 | 8.21 | 11.96 |
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| NLR family, pyrin domain containing 10 | 4.43 | 7.98 | 11.74 |
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| immunoglobulin lambda chain, variable 1 | 3.32 | 6.80 | 11.15 |
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| chemokine (C-C motif) receptor 1 | 3.96 | 7.41 | 10.92 |
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| chitinase 3-like 1 | 7.83 | 11.27 | 10.91 |
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| colony stimulating factor 3 receptor (granulocyte) | 4.01 | 7.43 | 10.71 |
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| interleukin 1 beta | 5.71 | 9.11 | 10.56 |
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| microfibrillar-associated protein 4 | 3.94 | 7.30 | 10.33 |
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| complement component 1, q subcomponent, alpha polypeptide | 6.22 | 9.58 | 10.25 |
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| matrix metallopeptidase 3 | 8.19 | 11.50 | 9.89 |
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| histocompatibility 2, class II antigen A, beta 1 | 5.92 | 9.20 | 9.72 |
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| immunoglobulin heavy chain 6 (heavy chain of IgM) | 5.26 | 8.51 | 9.49 |
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| C-type lectin domain family 7, member a | 5.31 | 8.54 | 9.39 |
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| TYRO protein tyrosine kinase binding protein | 5.16 | 8.37 | 9.25 |
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| chemokine (C-X-C motif) ligand 13 | 3.85 | 7.04 | 9.12 |
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| matrix metallopeptidase 13 | 4.73 | 7.92 | 9.09 |
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| cytohesin 1 interacting protein | 5.98 | 9.16 | 9.06 |
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| glycine amidinotransferase (L-arginine:glycine amidinotransferase) | 4.46 | 7.62 | 8.95 |
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| sphingosine-1-phosphate receptor 3 | 4.00 | 7.15 | 8.91 |
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| mast cell protease 2 | 3.40 | 6.53 | 8.77 |
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Genes whose expression is also increased in the PN11 Klf5CN corneas are shown in bold.
Top 50 genes whose expression is most increased during post-eyelid opening WT corneal maturation between PN11 and PN56.
| Gene symbol | Description | Mean log intensity in PN11 | Mean log intensity in PN56 | Fold Difference |
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| stearoyl-Coenzyme A desaturase 2 | 4.05 | 10.28 | 75.18 |
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| prostate stem cell antigen | 6.24 | 11.98 | 53.45 |
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| chloride channel calcium activated 4 | 3.44 | 8.65 | 37.16 |
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| interleukin 1 family, member 9 | 4.88 | 9.96 | 33.83 |
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| oligoadenylate synthetase-like 1 | 5.47 | 10.26 | 27.52 |
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| vacuolar protein sorting 35 | 3.95 | 8.67 | 26.32 |
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| phosphatidylinositol glycan anchor biosynthesis, class A | 4.69 | 9.41 | 26.29 |
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| protein kinase C, iota | 4.15 | 8.79 | 25.04 |
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| extracellular proteinase inhibitor | 6.16 | 10.76 | 24.20 |
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| glycoprotein galactosyltransferase alpha 1, 3 | 3.32 | 7.91 | 24.00 |
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| interleukin 1 family, member 6 | 3.91 | 8.45 | 23.34 |
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| hypoxia inducible factor 1, alpha subunit | 3.80 | 8.24 | 21.65 |
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| met proto-oncogene | 3.75 | 8.15 | 21.23 |
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| MOB1, Mps One Binder kinase activator-like 1B (yeast) | 4.60 | 9.00 | 21.15 |
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| sema domain, immunoglobulin domain (Ig), transmembrane domain (TM) and short cytoplasmic domain, (semaphorin) 4D | 3.32 | 7.70 | 20.75 |
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| programmed cell death 6 interacting protein | 4.61 | 8.97 | 20.44 |
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| MAX dimerization protein 1 | 4.03 | 8.38 | 20.43 |
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| PDZ and LIM domain 5 | 4.51 | 8.80 | 19.54 |
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| lin-7 homolog C (C. elegans) | 4.44 | 8.58 | 17.56 |
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| surfactant associated protein D | 4.11 | 8.24 | 17.49 |
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| a disintegrin and metallopeptidase domain 10 | 3.58 | 7.70 | 17.47 |
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| Vinculin | 3.32 | 7.44 | 17.42 |
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| transformation related protein 63 | 3.71 | 7.82 | 17.28 |
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| transforming growth factor, beta receptor I | 3.32 | 7.38 | 16.67 |
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| solute carrier family 1 (neuronal/epithelial high affinity glutamate transporter, system Xag), member 1 | 4.61 | 8.54 | 15.26 |
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| serine peptidase inhibitor, Kazal type 5 | 5.38 | 9.30 | 15.21 |
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| syndecan binding protein (syntenin) 2 | 4.54 | 8.46 | 15.07 |
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| oligonucleotide/oligosaccharide-binding fold containing 2A | 4.96 | 8.82 | 14.50 |
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| coxsackie virus and adenovirus receptor | 3.75 | 7.61 | 14.50 |
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| mitochondrial fission factor | 7.34 | 11.19 | 14.37 |
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| chloride intracellular channel 5 | 4.48 | 8.26 | 13.78 |
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| nuclear receptor subfamily 1, group D, member 2 | 3.32 | 7.10 | 13.74 |
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| paired box gene 6 | 4.54 | 8.30 | 13.60 |
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| GTP cyclohydrolase 1 | 4.66 | 8.43 | 13.56 |
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| interleukin 1 alpha | 4.09 | 7.84 | 13.45 |
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| dynamin 1-like | 3.32 | 7.07 | 13.39 |
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| insulin degrading enzyme | 4.54 | 8.28 | 13.39 |
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| solute carrier family 5 (sodium/glucose cotransporter), member 1 | 7.41 | 11.14 | 13.28 |
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| dedicator of cytokinesis 1 | 3.39 | 7.10 | 13.10 |
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| sphingosine phosphate lyase 1 | 3.32 | 7.03 | 13.06 |
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| metastasis associated lung adenocarcinoma transcript 1 (non-coding RNA) | 7.96 | 11.66 | 13.05 |
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| solute carrier family 19 (thiamine transporter), member 2 | 4.74 | 8.44 | 13.00 |
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| alpha thalassemia/mental retardation syndrome X-linked homolog (human) | 3.32 | 7.00 | 12.79 |
Genes encoding cell junctional complex components or markers of epithelial stratification are shown in bold.
Top 50 genes whose expression is most decreased during post-eyelid opening WT corneal maturation between PN11 and PN56.
| Gene symbol | Description | Mean log intensity in PN11 | Mean log intensity in PN56 | Fold Difference |
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| carboxypeptidase Z | 10.50 | 3.59 | 0.01 |
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| maternally expressed 3 | 11.22 | 5.14 | 0.02 |
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| delta-like 1 homolog (Drosophila) | 10.15 | 4.23 | 0.02 |
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| angiotensin II receptor, type 2 | 10.19 | 4.28 | 0.02 |
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| RNA imprinted and accumulated in nucleus | 9.47 | 3.61 | 0.02 |
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| H19 fetal liver mRNA | 11.32 | 5.48 | 0.02 |
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| phosphatidylinositol 3-kinase catalytic delta polypeptide | 12.06 | 6.73 | 0.03 |
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| twist homolog 2 (Drosophila) | 9.03 | 3.82 | 0.03 |
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| apelin receptor | 9.21 | 4.04 | 0.03 |
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| crystallin, gamma A | 9.02 | 3.89 | 0.03 |
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| cathepsin K | 11.39 | 6.39 | 0.03 |
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| dipeptidase 1 (renal) | 10.50 | 5.53 | 0.03 |
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| Kazal-type serine peptidase inhibitor domain 1 | 9.89 | 5.05 | 0.04 |
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| Aspirin | 9.25 | 4.41 | 0.04 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| calcium/calmodulin-dependent protein kinase IV | 8.28 | 3.60 | 0.04 |
|
| C1q and tumor necrosis factor related protein 2 | 9.40 | 4.80 | 0.04 |
|
| mast cell protease 4 | 8.04 | 3.44 | 0.04 |
|
| inter-alpha (globulin) inhibitor H5 | 8.06 | 3.47 | 0.04 |
|
| peptidase inhibitor 16 | 8.09 | 3.51 | 0.04 |
|
| lysyl oxidase | 11.18 | 6.60 | 0.04 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| AE binding protein 1 | 9.73 | 5.22 | 0.04 |
|
| pyrroline-5-carboxylate reductase 1 | 8.34 | 3.84 | 0.04 |
|
|
|
|
|
|
|
| platelet-derived growth factor receptor-like | 11.01 | 6.54 | 0.05 |
|
|
|
|
|
|
|
| tachykinin 1 | 8.86 | 4.41 | 0.05 |
|
| angiopoietin-like 7 | 11.61 | 7.17 | 0.05 |
|
| cAMP responsive element binding protein 3-like 1 | 8.40 | 3.96 | 0.05 |
|
| cell growth regulator with EF hand domain 1 | 7.74 | 3.32 | 0.05 |
|
| glutathione peroxidase 7 | 9.69 | 5.27 | 0.05 |
|
| G protein-coupled receptor 124 | 8.53 | 4.13 | 0.05 |
|
| insulin-like growth factor binding protein 4 | 11.62 | 7.24 | 0.05 |
ECM-associated genes are shown in bold.
Expression of ECM-related genes between PN11 and PN56.
| Gene symbol | Description | Mean log intensity for PN11 | Mean log intensity for PN56 | Fold Difference |
|
| ||||
|
| collagen, type XI, alpha 1 | 10.77 | 4.05 | 0.01 |
|
| collagen, type IX, alpha 1 | 11.51 | 4.81 | 0.01 |
|
| collagen, type V, alpha 2 | 12.06 | 5.95 | 0.01 |
|
| collagen, type V, alpha 1 | 10.43 | 4.50 | 0.02 |
|
| collagen, type III, alpha 1 | 11.26 | 5.81 | 0.02 |
|
| collagen, type VI, alpha 2 | 12.35 | 7.49 | 0.03 |
|
| collagen, type VI, alpha 1 | 12.49 | 7.97 | 0.04 |
|
| collagen, type XXIV, alpha 1 | 7.84 | 3.32 | 0.04 |
|
| collagen, type I, alpha 2 | 13.04 | 8.71 | 0.05 |
|
| collagen, type XIV, alpha 1 | 9.76 | 5.75 | 0.06 |
|
| collagen, type XXVII, alpha 1 | 8.78 | 5.03 | 0.07 |
|
| collagen, type I, alpha 1 | 12.83 | 9.08 | 0.08 |
|
| collagen, type II, alpha 1 | 7.02 | 3.32 | 0.08 |
|
| collagen, type XVI, alpha 1 | 10.92 | 7.52 | 0.10 |
|
| collagen, type XI, alpha 2 | 7.33 | 4.04 | 0.10 |
|
| collagen, type VI, alpha 3 | 12.48 | 9.36 | 0.12 |
|
| collagen, type V, alpha 3 | 7.56 | 4.47 | 0.12 |
|
| collagen, type XIII, alpha 1 | 7.10 | 4.11 | 0.13 |
|
| collagen, type XV, alpha 1 | 6.78 | 3.85 | 0.13 |
|
| collagen, type XX, alpha 1 | 6.01 | 3.32 | 0.16 |
|
| collagen, type IV, alpha 2 | 10.76 | 8.37 | 0.19 |
|
| collagen, type VIII, alpha 1 | 10.90 | 8.51 | 0.19 |
|
| collagen, type IV, alpha 1 | 11.14 | 8.99 | 0.23 |
|
| collagen, type XII, alpha 1 | 12.32 | 10.45 | 0.28 |
|
| collagen, type XVIII, alpha 1 | 7.48 | 5.64 | 0.28 |
|
| collagen, type IV, alpha 5 | 11.08 | 9.81 | 0.42 |
|
| collagen, type XXIII, alpha 1 | 6.44 | 5.22 | 0.43 |
|
| collagen, type VII, alpha 1 | 9.90 | 8.74 | 0.45 |
|
| ||||
|
| laminin B1 subunit 1 | 8.68 | 7.56 | 0.46 |
|
| laminin, alpha 1 | 5.30 | 3.32 | 0.25 |
|
| laminin, alpha 2 | 8.86 | 5.40 | 0.09 |
|
| laminin, alpha 4 | 7.65 | 3.41 | 0.05 |
|
| laminin, beta 2 | 8.33 | 6.32 | 0.25 |
|
| laminin, gamma 1 | 9.09 | 7.01 | 0.24 |
|
| lectin, galactose binding, soluble 1 | 11.61 | 8.00 | 0.08 |
|
| lectin, galactose binding, soluble 7 | 8.13 | 6.13 | 0.25 |
|
| lectin, mannose-binding, 1 | 9.95 | 8.89 | 0.48 |
|
| Lumican | 12.81 | 10.12 | 0.16 |
|
| syndecan 2 | 7.75 | 6.68 | 0.48 |
|
| syndecan 3 | 8.86 | 6.07 | 0.15 |
|
| syndecan 4 | 10.70 | 8.21 | 0.18 |
|
| keratocan | 12.81 | 9.27 | 0.09 |
|
| vimentin | 11.64 | 8.46 | 0.11 |
|
| fibronectin type III domain containing 1 | 9.31 | 6.74 | 0.17 |
|
| fibronectin type III domain containing 3B | 9.45 | 8.13 | 0.40 |
|
| fibronectin type III domain containing 4 | 6.29 | 4.22 | 0.24 |
|
| fibronectin type III domain containing 5 | 6.34 | 3.69 | 0.16 |
|
| chondroadherin | 7.63 | 4.18 | 0.09 |
|
| chondroitin polymerizing factor | 8.01 | 5.53 | 0.18 |
|
| chondroitin polymerizing factor 2 | 8.41 | 6.42 | 0.25 |
|
| chondroitin sulfate synthase 3 | 8.48 | 5.71 | 0.15 |
|
| carbohydrate (keratan sulfate Gal-6) sulfotransferase 1 | 5.81 | 4.76 | 0.48 |
|
| carbohydrate (N-acetylgalactosamine 4-0) sulfotransferase 14 | 7.87 | 6.29 | 0.33 |
|
| carbohydrate (N-acetylglucosamine 6-O) sulfotransferase 5 | 10.46 | 9.15 | 0.40 |
|
| carbohydrate (N-acetylglucosamino) sulfotransferase 7 | 6.16 | 3.62 | 0.17 |
|
| carbohydrate sulfotransferase 11 | 7.89 | 5.63 | 0.21 |
|
| carbohydrate sulfotransferase 12 | 7.30 | 6.03 | 0.41 |
|
| carbohydrate sulfotransferase 2 | 5.93 | 3.71 | 0.22 |
|
| hyaluronan synthase 2 | 7.34 | 5.83 | 0.35 |
Expression of metalloproteinases and other genes associated with matrix remodeling between PN11 and PN56.
| Gene symbol | Description | Mean log intensity for PN11 | Mean log intensity for PN56 | Fold Difference |
|
| ||||
|
| a disintegrin-like and metallopeptidase (reprolysin type) with thrombospondin type 1 motif, 2 | 9.48 | 3.68 | 0.02 |
|
| a disintegrin and metallopeptidase domain 33 | 7.08 | 3.96 | 0.12 |
|
| a disintegrin-like and metallopeptidase (reprolysin type) with thrombospondin type 1 motif, 12 | 6.55 | 3.52 | 0.12 |
|
| a disintegrin and metallopeptidase domain 22 | 6.96 | 4.46 | 0.18 |
|
| a disintegrin-like and metallopeptidase (reprolysin type) with thrombospondin type 1 motif, 10 | 8.05 | 5.83 | 0.22 |
|
| a disintegrin-like and metallopeptidase (reprolysin type) with thrombospondin type 1 motif, 9 | 6.34 | 4.76 | 0.33 |
|
| a disintegrin-like and metallopeptidase (reprolysin type) with thrombospondin type 1 motif, 3 | 6.68 | 5.61 | 0.48 |
|
| matrix metallopeptidase 23 | 8.04 | 3.32 | 0.04 |
|
| matrix metallopeptidase 2 | 11.37 | 6.87 | 0.04 |
|
| matrix metallopeptidase 14 (membrane-inserted) | 9.59 | 5.52 | 0.06 |
|
| matrix metallopeptidase 16 | 5.85 | 3.40 | 0.18 |
|
| matrix metallopeptidase 15 | 7.38 | 5.83 | 0.34 |
|
| matrix-remodeling associated 8 | 10.66 | 8.48 | 0.22 |
|
| matrix-remodeling associated 7 | 7.65 | 6.15 | 0.35 |
|
| ||||
|
| a disintegrin and metallopeptidase domain 10 | 3.58 | 7.70 | 17.47 |
|
| a disintegrin and metallopeptidase domain 17 | 5.07 | 7.41 | 5.06 |
|
| a disintegrin-like and metallopeptidase (reprolysin type) with thrombospondin type 1 motif, 1 | 6.69 | 8.25 | 2.96 |
WT corneal expression of solute carrier family members increased between PN11 and PN56.
| Gene symbol | Description | Mean log intensity in PN11 | Mean log intensity in PN56 | Fold Difference |
|
| solute carrier family 1 (neuronal/epithelial high affinity glutamate transporter, system Xag), member 1 | 4.61 | 8.54 | 15.26 |
|
| solute carrier family 5 (sodium/glucose cotransporter), member 1 | 7.41 | 11.14 | 13.28 |
|
| solute carrier family 19 (thiamine transporter), member 2 | 4.74 | 8.44 | 13.00 |
|
| solute carrier family 6 (neurotransmitter transporter), member 14 | 7.93 | 11.48 | 11.70 |
|
| solute carrier family 28 (sodium-coupled nucleoside transporter), member 3 | 5.34 | 8.72 | 10.40 |
|
| solute carrier family 39 (metal ion transporter), member 8 | 4.95 | 8.22 | 9.63 |
|
| solute carrier family 4, sodium bicarbonate transporter-like, member 11 | 6.43 | 9.40 | 7.84 |
|
| solute carrier family 35 (UDP-N-acetylglucosamine (UDP-GlcNAc) transporter), member 3 | 4.36 | 7.02 | 6.31 |
|
| solute carrier family 22 (organic cation transporter), member 4 | 3.65 | 6.08 | 5.41 |
|
| solute carrier family 12, member 2 | 7.94 | 10.26 | 4.99 |
|
| solute carrier family 39 (metal ion transporter), member 6 | 5.16 | 7.47 | 4.97 |
|
| solute carrier family 25 (mitochondrial carrier ornithine transporter), member 15 | 3.62 | 5.76 | 4.42 |
|
| solute carrier family 10 (sodium/bile acid cotransporter family), member 7 | 3.48 | 5.60 | 4.35 |
|
| solute carrier family 6 (neurotransmitter transporter, taurine), member 6 | 3.32 | 5.35 | 4.09 |
|
| solute carrier family 14 (urea transporter), member 1 | 6.62 | 8.54 | 3.76 |
|
| solute carrier family 25 (mitochondrial carrier, phosphate carrier), member 24 | 6.85 | 8.68 | 3.55 |
|
| solute carrier family 38, member 9 | 4.24 | 5.96 | 3.29 |
|
| solute carrier family 22 (organic cation transporter), member 5 | 5.20 | 6.64 | 2.71 |
|
| solute carrier family 25, member 30 | 4.72 | 6.15 | 2.69 |
|
| solute carrier family 11 (proton-coupled divalent metal ion transporters), member 2 | 6.50 | 7.92 | 2.68 |
|
| solute carrier family 37 (glycerol-3-phosphate transporter), member 1 | 6.91 | 8.32 | 2.66 |
|
| solute carrier organic anion transporter family, member 4a1 | 7.36 | 8.75 | 2.61 |
|
| solute carrier family 4, sodium bicarbonate cotransporter, member 7 | 4.65 | 5.99 | 2.54 |
|
| solute carrier family 44, member 4 | 7.12 | 8.44 | 2.50 |
|
| solute carrier family 38, member 10 | 5.19 | 6.44 | 2.38 |
|
| solute carrier family 5 (iodide transporter), member 8 | 8.21 | 9.45 | 2.36 |
|
| solute carrier family 20, member 2 | 6.11 | 7.35 | 2.36 |
|
| solute carrier family 44, member 2 | 6.08 | 7.31 | 2.34 |
|
| solute carrier family 25, member 36 | 6.30 | 7.51 | 2.32 |
|
| solute carrier family 38, member 2 | 8.38 | 9.57 | 2.27 |
|
| solute carrier family 4 (anion exchanger), member 4 | 6.91 | 8.09 | 2.27 |
|
| solute carrier family 16 (monocarboxylic acid transporters), member 12 | 8.60 | 9.76 | 2.24 |
|
| solute carrier family 25 (mitochondrial carrier, adenine nucleotide translocator), member 13 | 7.49 | 8.62 | 2.20 |
|
| solute carrier family 35, member B4 | 5.66 | 6.79 | 2.19 |
|
| solute carrier family 6 (neurotransmitter transporter), member 20A | 5.95 | 7.02 | 2.10 |
Canonical pathways enriched among genes with reduced expression in Klf5CN corneas.
| PN11 | PN56 | Aggregate | ||||
| Canonical Pathway (Total number of genes in pathway) | −log(p) | Number of genes | −log(p) | Number of genes | −log(p) | Number of genes |
| LPS/IL-1 Mediated Inhibition of RXR Function (223) | 4.5 | 11 | 3.62 | 8 | 5.67 | 15 |
| Metabolism of Xenobiotics by Cytochrome P450 (197) | 4.82 | 8 | 2.16 | 4 | 5.38 | 10 |
| Glutathione Metabolism (92) | 4.29 | 6 | 2 | 4.35 | 7 | |
| Xenobiotic Metabolism Signaling (296) | 2.33 | 9 | 4.2 | 10 | 3.68 | 14 |
| Arachidonic Acid Metabolism (208) | 4.02 | 8 | 2 | 2.97 | 8 | |
| Fatty Acid Metabolism (185) | 3.31 | 7 | 3 | 3.75 | 9 | |
| Glycerolipid Metabolism (154) | 2.21 | 5 | 3 | 3.58 | 8 | |
| Mechanisms of Viral Exit from Host Cells (45) | 2.84 | 4 | 1 | 3.18 | 5 | |
| Butanoate Metabolism (129) | 3 | 3 | 3.08 | 6 | ||
| Eicosanoid Signaling (77) | 3.05 | 5 | 1 | 2.36 | 5 | |
| Valine, Leucine and Isoleucine Degradation (108) | 3 | 3 | 2.82 | 6 | ||
| PXR/RXR Activation (89) | 2 | 2.78 | 4 | 2.36 | 5 | |
| Cysteine Metabolism (90) | 2.6 | 4 | 2 | 2.04 | 4 | |
| Retinol Metabolism (61) | 1 | 2.56 | 3 | 2.56 | 4 | |
| Propanoate Metabolism (122) | 2 | 3 | 2.36 | 5 | ||
| NRF2-mediated Oxidative Stress Response (192) | 6 | 5 | 2.27 | 9 | ||
| Chondroitin Sulfate Biosynthesis (68) | 3 | 2.19 | 3 | 2.08 | 4 | |
| Aryl Hydrocarbon Receptor Signaling (159) | 4 | 2.18 | 5 | 7 | ||
| Urea Cycle and Metabolism of Amino Groups (78) | 2.14 | 3 | 3 | |||
| β-alanine Metabolism (93) | 1 | 2.11 | 3 | 4 | ||
Pathways were selected where at least one group was significantly enriched at p<0.01 (i.e., −log(p)>2). For clarity, −log(p) cells are left blank if −log(p)<2.
Figure 3Enhanced influx of CD45+ cells into Klf5CN corneas.
Flat mounts of PN56 WT (A) and Klf5CN (B) corneas were stained with FITC-conjugated anti-CD45 antibody and examined by confocal microscopy. Representative stacked images of the central corneal stroma are shown at 60× magnification (Panels C–H). Compared with the WT stroma, enhanced influx of clusters of CD45+ cells is observed throughout the depth of Klf5CN stromas. Scale bars: 1 mm in Panels A and B; 40 µm in Panels C–H. Data are representative of 4 independent experiments. Klf5CN corneas are smaller than the WT, consistent with their small eye size reported previously.
Figure 4Neovascularization in Klf5CN corneas.
Flat mounts of PN21 and PN56 WT and Klf5CN corneas were subjected to immunofluorescent staining with anti-CD31 (red) and anti-Lyve1 (green) antibody to detect blood vessels and lymph vessels, respectively. A–D, images of whole corneas generated by stitching together individual images from adjacent areas (Panels A–D; Scale bars = 1 mm). Vessels were blocked from entering the corneas at the limbus in WT but not Klf5CN corneas. Z-stack and XY-stacks of confocal images collected at 20× (panels E, G, I, K, M, O, Q and S; Scale bars = 100 µm) and 60× magnification (panels F, H, J, L, N, P, R and T; Scale bars = 50 µm) are shown. Data are representative of 4 independent experiments. Klf5CN corneas are smaller than the WT, consistent with their small eye size reported previously.
Figure 5Klf5 contributes to corneal epithelial homeostasis by regulating the expression of desmogleins and desmoplakin.
(A) Immunofluorescence shows abundant expression of desmogleins (red, panel ii) and desmoplakin (red, panel v) in the WT but not in the Klf5CN corneal epithelium (panels iii and vi, respectively). Sections processed in a similar manner but without the primary antibody served as negative controls (panels i and iv). Scale bars = 25 µm. (B) Relative activities of 2 kb Dsg1a, Dsg1b and Dsp promoter fragments measured by transient co-transfection assays with or without Klf4, Klf5, or both in NCTC cells. Error bars indicate Standard Error of Mean (SEM). Data are representative of three independent experiments.
Transcription factors (TFs) differentially expressed in more than one comparison.
| Transcription factor |
|
|
| PN56 WT vs. PN11 WT |
|
| 1.14 | 0.028 | 0.027 | 2.20 |
|
| 0.36 | 0.45 | 0.27 | (1.58) |
|
| 0.38 | (0.64) | 0.16 | 12.95 |
|
| 0.37 | (0.60) | 0.47 | 3.56 |
|
| 0.24 | 0.43 | (0.56) | 0.46 |
|
| 0.23 | 0.29 | 0.45 | 0.47 |
|
| 8.19 | 4.16 | 2.10 | 0.32 |
|
| 2.38 | 4.68 | 2.47 | 0.46 |
|
| 1.8 | 2.30 | (1.41) | 0.33 |
|
| 1.24 | 2.85 | (1.65) | 0.38 |
|
| 3.77 | 2.28 | 3.41 | (1.55) |
|
| 2.80 | 2.98 | 3.47 | (0.77) |
|
| 2.04 | 2.52 | 2.78 | (1.05) |
|
| 2.22 | 3.92 | 3.59 | 0.41 |
|
| 2.70 | 2.05 | 2.60 | 2.49 |
In the first group, Bnc1, Pax6 and Cux1 have expression profiles most similar to Klf5, and therefore are strong candidates for direct control by Klf5 or for co-modulation with Klf5 by an upstream modulator. Members of the second group (Sox4, Irf8, Mecom and Ar) have expression profiles which are the inverse of Klf5. The third group shows increased expression in PN11 and PN56 Klf5CN, and PN56 Klf4CN corneas without a convincing change during WT corneal maturation. When the differences were less than 2-fold, those values are shown in parenthesis.