Identification of coding and non-coding RNAs specific for early human retina development.

Wong, Hoi Kin. === Thesis (M.Phil.)--Chinese University of Hong Kong, 2008. === Includes bibliographical references (leaves 219-235). === Abstracts in English and Chinese. === Abstract --- p.i === Acknowledgements --- p.vi === Publications --- p.vii === Abbreviations --- p.viii === Chapter Chapt...

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Published: 2008
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spelling ndltd-cuhk.edu.hk-oai-cuhk-dr-cuhk_3264482019-02-19T03:30:40Z Identification of coding and non-coding RNAs specific for early human retina development. Retina RNA Retina RNA Wong, Hoi Kin. Thesis (M.Phil.)--Chinese University of Hong Kong, 2008. Includes bibliographical references (leaves 219-235). Abstracts in English and Chinese. Abstract --- p.i Acknowledgements --- p.vi Publications --- p.vii Abbreviations --- p.viii Chapter Chapter 1 --- Introduction Chapter 1.1 --- Overview of Human Eye Developmental Process and Structure --- p.1 Chapter 1.1.1 --- Developmental Process of the Eye --- p.2 Chapter 1.1.2 --- Anatomy of Human Eye --- p.3 Chapter 1.1.2.1 --- General Structure and Function of Human Eye --- p.4 Chapter 1.1.2.2 --- Functional Architecture of Retina --- p.7 Chapter 1.1.2.2.1 --- Photoreceptors --- p.8 Chapter 1.1.2.2.2 --- Bipolar cell --- p.9 Chapter 1.1.2.2.3 --- Horizontal cell --- p.10 Chapter 1.1.2.2.4 --- Amacrine cell --- p.10 Chapter 1.1.2.2.5 --- Interplexiform cell --- p.11 Chapter 1.1.2.2.6 --- Muller glial cell --- p.11 Chapter 1.1.2.2.7 --- Retinal ganglion cell --- p.12 Chapter 1.1.3 --- Embryology of Human Eye --- p.12 Chapter 1.1.3.1 --- Embryogenesis of Retina --- p.13 Chapter 1.2 --- Identity of Retinal Stem Cells --- p.15 Chapter 1.3 --- Molecular Mechanism of Early Retinogenesis --- p.17 Chapter 1.3.1 --- Intrinsic Coding Genes for Retinogenesis --- p.18 Chapter 1.3.1.1 --- PAX6 --- p.19 Chapter 1.3.1.2 --- genes family --- p.20 Chapter 1.3.1.3 --- RAX --- p.21 Chapter 1.3.1.4 --- Repressor-type bHLH genes --- p.22 Chapter 1.3.1.5 --- Activator-type bHLH genes --- p.23 Chapter 1.3.1.6 --- POU4F gene family --- p.24 Chapter 1.3.1.7 --- DLX1/DLX2 --- p.25 Chapter 1.3.1.8 --- Others --- p.26 Chapter 1.3.2 --- Extrinsic Factors for Retinogenesis --- p.27 Chapter 1.3.2.1 --- Extrinsic morphogens --- p.27 Chapter 1.3.2.2 --- Notch Signalling Pathway --- p.29 Chapter 1.3.2.3 --- Sonic Hedgehog Signalling --- p.29 Chapter 1.3.2.4 --- Wnt Signaling Pathway --- p.30 Chapter 1.3.2.5 --- Cell Death Signalling during Retinogenesis --- p.31 Chapter 1.4 --- Non-coding RNAs: MicroRNA --- p.34 Chapter 1.4.1 --- Biogenesis and Post-Transcriptional Regulation Mechanism of MicroRNA --- p.35 Chapter 1.4.2 --- Expression of Non-coding Genes in Retina and the Role in Retina Development --- p.37 Chapter 1.5 --- Human Disorders Related to Retina Defect --- p.38 Chapter Chapter 2 --- Project Objective and Outline --- p.42 Chapter Chapter 3 --- Materials and Methods Chapter 3.1 --- Samples Collection --- p.44 Chapter 3.1.1 --- Isolation of Retina --- p.45 Chapter 3.1.2 --- Samples Processing and Storage --- p.46 Chapter 3.1.3 --- Total RNA extraction --- p.46 Chapter 3.2 --- RNA Quality Control --- p.47 Chapter 3.2.1 --- NanoDrop ND-1000 --- p.47 Chapter 3.2.2 --- Agilent 2100 Bioanalyzer --- p.48 Chapter 3.3 --- Expression profiling by Microarray Experiments --- p.51 Chapter 3.3.1 --- Gene Expression Microarray --- p.52 Chapter 3.3.1.1 --- Prepare Labelling Reaction --- p.52 Chapter 3.3.1.2 --- Purify the Labelled/Amplified RNA --- p.54 Chapter 3.3.1.3 --- Prepare Hybridization Samples --- p.55 Chapter 3.3.1.4 --- "Hybridization, Washing and Scanning" --- p.55 Chapter 3.3.1.5 --- Gene Expression Data Quality and Acquisition --- p.57 Chapter 3.3.2 --- MicroRNA Microarray --- p.58 Chapter 3.3.2.1 --- Dephosphorylation and Labeling Reaction --- p.58 Chapter 3.3.2.2 --- Gel Filtration to Purify the Labelled RNA --- p.60 Chapter 3.3.2.3 --- Hybridization Sample Preparation --- p.61 Chapter 3.3.2.4 --- Prepare the Hybridization Assembly --- p.61 Chapter 3.3.2.5 --- Washing and scanning --- p.62 Chapter 3.3.2.6 --- MiRNA Data Quality and Acquisition --- p.62 Chapter 3.4 --- Statistical Analysis --- p.63 Chapter 3.4.1 --- Data Normalization --- p.63 Chapter 3.4.2 --- Significant tests --- p.64 Chapter 3.4.3 --- Clustering --- p.65 Chapter 3.5 --- Quantitative Real-Time Polymerase Chain Reaction --- p.65 Chapter 3.5.1 --- Reverse Transcription --- p.65 Chapter 3.5.2 --- Quantitative Real-Time PCR --- p.66 Chapter 3.6 --- Histochemical Staining --- p.67 Chapter 3.6.1 --- Haematoxylin-and-eosin staining --- p.67 Chapter 3.6.2 --- Immunohistochemical staining --- p.67 Chapter 3.6.3 --- In Situ Hybridization (ISH) for MicroRNA --- p.69 Chapter Chapter 4 --- Results Chapter 4.1 --- Temporal Gene Expression of Human Fetal Retina --- p.71 Chapter 4.1.1 --- Tissue specificity by Principal Component Analysis --- p.73 Chapter 4.1.2 --- mRNA Expression Profiling from Gestational Week 9 to Week 15 --- p.74 Chapter 4.1.3 --- Characterization of Known Eye Specific Genes in Early Gestation --- p.76 Chapter 4.2 --- Differential Expressed Genes between Gestational Week 9 and Week 15 --- p.78 Chapter 4.2.1 --- Unsupervised Clustering between Gestational Week 9 and Week 15 --- p.78 Chapter 4.2.2 --- Statistical Calculation of Significantly Differential Expressed Gene by Using GeneSpring 7.3.1 --- p.79 Chapter 4.2.3 --- Statistical Clustering of Unique Expression Profile by Using Self-organizing Map (SOM) Clustering --- p.81 Chapter 4.2.4 --- Functional Annotation of Differentially Expressed Genes --- p.82 Chapter 4.3 --- Quantitation of Candidate Eye-Specific Genes by Real-Time PCR --- p.84 Chapter 4.4 --- Novelty of the human Fetal Retina mRNAs --- p.85 Chapter 4.5 --- MicroRNA Expression Profiling in Early Retinogenesis --- p.87 Chapter 4.6 --- Correlation between Coding and Non-coding RNA According to the Expression Pattern on Microarray --- p.90 Chapter 4.6.1 --- MiRNA Target Gene Analysis --- p.90 Chapter 4.6.2 --- Correlation analysis between miRNA and its target transcripts according to Global gene expression profile in retina --- p.91 Chapter Chapter 5 --- Discussion Chapter 5.1 --- Characterization of the Gene Expression Profile --- p.94 Chapter 5.1.1 --- Indigenous Genes Expression in Human Fetal Retina --- p.95 Chapter 5.1.1.1 --- Overview of the mRNA Expression --- p.95 Chapter 5.1.1.2 --- Characterization by Gene Ontology and Human KEGG Pathway --- p.99 Chapter 5.1.2 --- Gene Expression Data Comparison from Public Database --- p.101 Chapter 5.2 --- Stage Specific Genes Expressed on Week 9 and Week 15 --- p.102 Chapter 5.2.1 --- Characterization of Stage Specific Genes by Gene Ontology Analysis --- p.103 Chapter 5.2.2 --- Known and new retinal-specific Genes Upregulated on Gestational Week 9 --- p.104 Chapter 5.2.2.1 --- ALDH1A1A/STRA6 --- p.104 Chapter 5.2.2.2 --- GAL --- p.105 Chapter 5.2.2.3 --- CNTN2/SLIT102 --- p.107 Chapter 5.2.2.4 --- LMINC3 --- p.108 Chapter 5.2.2.5 --- DLX1/DLX2 --- p.109 Chapter 5.2.3 --- Genes Upregulated on Gestational Week 15 --- p.110 Chapter 5.2.3.1 --- RCVN/RCV1 --- p.110 Chapter 5.2.3.2 --- PAVLB --- p.111 Chapter 5.2.3.3 --- Presence of Synaptic and Neuronal Signal Transduction Activities in Week 15 Retina --- p.111 Chapter 5.2.3.4 --- Cell differentiation and Development --- p.112 Chapter 5.3 --- Expression Characteristic of MicroRNA in Embryonic Retina and the Related Targets --- p.114 Chapter 5.3.1 --- Other Highly Expressed MiRNAs --- p.115 Chapter 5.3.2 --- Highly Expressed miRNAs and their Potential Predicted target Function --- p.117 Chapter 5.3.2.1 --- MiR-124a --- p.117 Chapter 5.3.3 --- Expression Trends and the Corresponding MiRNAs Analysis --- p.119 Chapter 5.4 --- Potential Studies for Further Investigation --- p.120 Chapter Chapter 6 --- Conclusions --- p.122 Tables and Figures Figure 1.1 Embryogenesis of early human eye development --- p.124 Figure 1.2 The anatomy of human eye- --- p.125 Figure 1.3 Schematic diagram of general retina structure --- p.126 Figure 1.4 Schematic diagram of photoreceptor cells (cone and rod) --- p.127 Figure 1.5 The proliferation and differentiation of neural retina between gestational week 6 and week 8 --- p.128 Figure 1.6 The time line for retinogenesis between the 2nd month and the 6th month of human gestation and the corresponding time line of mouse retinogenesis between the E12 and the Pll --- p.129 Figure 1.7 Schematic diagram of Notch signaling pathway --- p.130 Figure 1.8 Summary of the homeobox gene and bHLH gene expression to trigger particular cell type differentiation from retinal progenitor cells --- p.131 Figure 1.9 Summary of molecular interactions during retinogenesis --- p.132 Figure 1.10 Signal transduction pathway of sonic hedgehog --- p.133 Figure 1.11 Biogenesis of microRNA (miRNA) and posttranscriptional regulation of mRNA --- p.134 Figure 1.12 Summary of the expression of various miRNAs in retina and other neuronal tissues reported in animal studies --- p.135 Figure 1.13 Number of the mapped loci and the identified retina disease genes between 1980 and 2008 --- p.136 Figure 3.1 A typical RNA optical density (OD) profile exported from Nanodrop --- p.137 Figure 3.2 Detection of Cy3 labelled cRNA and the corresponding specificity by Nanodrop ND-1000 --- p.138 Figure 3.3 RNA quality profile generated from Agilent2100 Bioanalyzer --- p.139 Figure 3.4 Amplified and fluorescence labelled cRNA profile from Agilent 2100 Bioanalyzer --- p.140 Figure 3.5 Scatter plot of the fluorescent same fibroblast sample labelled Cy3 and Cy5 separately --- p.141 Figure 3.6 Scatter plot of 2 identical placenta miRNA separately hybridized on 2 arrays on the same chip --- p.142 Equation 3.1 Calculation of specificity from fluorescence labelled cRNA samples --- p.143 Table 3.1 Information of human fetal retina samples involved in this study --- p.144 Table 3.2 Summary of sample selection criteria by using NanoDrop ND-1000 and Agilent 2100 Bioanalyzer --- p.145 Figure 4.1 Histogram of expressed probes which express on the gene expression microarrays from gestational week 9 to week 15 --- p.146 Figure 4.2 Gene ontology (GO) study in nervous system development --- p.147 Figure 4.3 Gene ontology (GO) study in sensory perception --- p.148 Figure 4.4 Gene ontology (GO) study in cell growth --- p.149 Figure 4.5 Gene ontology (GO) study in biological process --- p.150 Figure 4.6 Box plot of 27 samples from gene expression microarray experiment --- p.151 "Figure 4.7 Principal component analysis of fetal retina tissues, retinoblastoma tissues and retinoblastoma cell line" --- p.152 Figure 4.8 Hierarchical clustering of human fetal retina tissues and retinoblastoma samples in gene expression microarray experiments --- p.153 Figure 4.9 Gene expression profile of human fetal retina from gestational week 9 to week 15 --- p.154 Figure 4.10 Gene expression profiles of PAX6 and SOX3 --- p.155 Table 4.3 POU4F1 expression data generated from gene expression microarray from different gestational weeks --- p.156 Figure 4.11 Graphical illustration of the expression pattern of POU4F1 in retina from gene expression microarray between human gestational week 9 to week 15 --- p.156 Figure 4.12 Gene expression results of POU4Fl from real-time --- p.157 Figure 4.13 Retinal ganglion cell differentiation in human fetal retina --- p.158 Figure 4.14 Hierarchical clustering of human fetal retina tissues comparing gestational week 9 and week 15 with retinoblastoma samples --- p.159 Figure 4.15 H&E staining of human fetal retina tissues from gestational week 9 to week 15 --- p.160 Figure 4.16 Scatter plot of differentially expressed genes fold change equal to 2 between gestational week 9 and week 15 --- p.161 Figure 4.17 Volcano plot of differentially statistical significant expressed genes on gestational week 9 and week 15 --- p.162 Figure 4.18 A continuous line plot for the differential expressed genes at gestational week 9 and week 15 --- p.163 Figure 4.19 Self-organizing map clustering (SOM) of the expression library base on the result Figure 4.9 --- p.164 Figure 4.20 Selected SOM clusters from the Figure 4.22 --- p.165 Figure 4.21 Gene ontology study of genes commonly expressed in differential expressed gene list (Figure 4.20) and the selected gene clusters in SOM clustering- --- p.166 "Figure 4.22 Gene ontology diagram for grouping 385 genes differentially expressed on gestational week 15 and commonly found in SOM 226}0بcluster 6,1' with different functions and characteristics" --- p.167 Figure 4.23 Results comparison between microarray experiment and quantitative real-time PCR validation of temporal expressed genes on gestational week 9 --- p.168 Figure 4.24 Results comparison between microarray experiment and quantitative real-time PCR validation of temporal expressed genes on gestational week 15 --- p.169 Figure 4.25 Gene cluster specifically find in this study by compare with RetinaCentral database --- p.170 Figure 4.26 Histogram of miRNA expression distribution of all 470 miRNAs --- p.171 Figure 4.27 Hierarchical clustering of miRNA expression array on human fetal retinas and retinoblastoma samples --- p.172 Figure 4.28 The correlation distribution of miR-124a and mRNAs --- p.173 Figure 4.29 Expression profiles of GAL and the corresponding- miRNAs searched from TargetScan 4.1 --- p.174 Figure 4.30 Scatter plot of miR-345 and GAL --- p.175 Figure 4.31 Expression profiles of DLX1 and the corresponding miRNAs searched from TargetScan 4.2 --- p.176 Figure 4.32 Expression profiles of DLX2 and the corresponding miRNAs searched from TargetScan 4.1 --- p.177 Figure 4.33 In situ hybridization (ISH) of miR-182 of human fetal retina on gestational week 9 and week 17 --- p.178 Figure 4.34 Expression of miR-182 in retinoblastoma tissue --- p.179 Table 4.1 KEGG pathway analysis from GeneSpring 7.3.1 --- p.180 Table 4.2 Expression signals of the genes associated with retina development --- p.181 Table 4.6 Assorted gene ontology terms under the category of molecular function and biological process --- p.182 Figure 4.7 Selected genes from common gene list on week 9 and week 15 for quantitative real-time PCR --- p.183 "Table 4.8 Selected genes with expression intensity higher than100,000 with the corresponding UniGene ID, Genbank ID and function(s)" --- p.184 Table 4.9 The top 25 highly expressed miRNA and the corresponding signal and recent finding on the neuronal organ --- p.188 Table 4.10 Pathway analysis from GeneSpring shows the related pathway and target genes from the top 10 highly expressed miRNAs --- p.190 Table 4.11 Genes and miRNA with expression correlation coefficient smaller than -0.7 and gene expression signal higher than Figure 5.1 Summary of pathway interactions from KEGG pathway analysis --- p.193 Figure 5.2 Expression tread of ALDHlAl normalized by control signals --- p.194 Figure 5.3 The retinoic acid metabolize pathway between egg yolk and placenta --- p.195 Figure 5.4 The expression of other genes involved in retinoic acid metabolic pathway --- p.196 Figure 5.5 Expression signal of various galanin receptors in our data --- p.197 Figure 5.6 Expression signal of CNTN2 from gestational week 9 to week 15 --- p.198 Figure 5.7 Expression of DLX1 and DLX2 and the corresponding correlation --- p.199 Figure 5.8 Expression trend of RCVN from gestational week 9 to week 15 --- p.200 "Figure 5.9 Expression correlation between ALDH1A1 and miR-124a, -9 and -9*" --- p.201 Figure 5.10 Expression signals of REST and SCP1 in fibroblast,fetal retina and retinoblastoma tissues --- p.202 Table 5.1 Congenital diseases from RetNet and the corresponding gene expression signal on our data --- p.203 Table 5.2 Expression correlation coefficient of miR-124a and mRNAs from our expression data --- p.206 Appendices Appendix I - Category of Retinal Disease and their Related Gene and Locus (RetNet:http://www.sph.uth.tmc.edu/RetNet/) Last updated June 13,2008 --- p.207 Appendix II - List of Taqman probes designed for real-time PCR with gene name and the corresponding annotations and sequence --- p.210 "Appendix III - Functional annotated of highly expressed genes (signal > 100,000) from the KEGG pathways" --- p.211 Appendix IV - LOWESS normalized expression signal with corresponding annotation and chromosome location --- p.217 Appendix V - Various gene lists or probes lists used in the data analysis --- p.218 References --- p.719 Wong, Hoi Kin. Chinese University of Hong Kong Graduate School. Division of Obstetrics and Gynaecology. 2008 Text bibliography print xxi, 235 leaves : ill. (some col.) ; 30 cm. cuhk:326448 http://library.cuhk.edu.hk/record=b5896805 eng chi Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/) http://repository.lib.cuhk.edu.hk/en/islandora/object/cuhk%3A326448/datastream/TN/view/Identification%20of%20coding%20and%20non-coding%20RNAs%20specific%20for%20early%20human%20retina%20development.jpghttp://repository.lib.cuhk.edu.hk/en/item/cuhk-326448
collection NDLTD
language English
Chinese
format Others
sources NDLTD
topic Retina
RNA
Retina
RNA
spellingShingle Retina
RNA
Retina
RNA
Identification of coding and non-coding RNAs specific for early human retina development.
author2 Wong, Hoi Kin.
author_facet Wong, Hoi Kin.
title Identification of coding and non-coding RNAs specific for early human retina development.
title_short Identification of coding and non-coding RNAs specific for early human retina development.
title_full Identification of coding and non-coding RNAs specific for early human retina development.
title_fullStr Identification of coding and non-coding RNAs specific for early human retina development.
title_full_unstemmed Identification of coding and non-coding RNAs specific for early human retina development.
title_sort identification of coding and non-coding rnas specific for early human retina development.
publishDate 2008
url http://library.cuhk.edu.hk/record=b5896805
http://repository.lib.cuhk.edu.hk/en/item/cuhk-326448
_version_ 1718976557212499968
description Wong, Hoi Kin. === Thesis (M.Phil.)--Chinese University of Hong Kong, 2008. === Includes bibliographical references (leaves 219-235). === Abstracts in English and Chinese. === Abstract --- p.i === Acknowledgements --- p.vi === Publications --- p.vii === Abbreviations --- p.viii === Chapter Chapter 1 --- Introduction === Chapter 1.1 --- Overview of Human Eye Developmental Process and Structure --- p.1 === Chapter 1.1.1 --- Developmental Process of the Eye --- p.2 === Chapter 1.1.2 --- Anatomy of Human Eye --- p.3 === Chapter 1.1.2.1 --- General Structure and Function of Human Eye --- p.4 === Chapter 1.1.2.2 --- Functional Architecture of Retina --- p.7 === Chapter 1.1.2.2.1 --- Photoreceptors --- p.8 === Chapter 1.1.2.2.2 --- Bipolar cell --- p.9 === Chapter 1.1.2.2.3 --- Horizontal cell --- p.10 === Chapter 1.1.2.2.4 --- Amacrine cell --- p.10 === Chapter 1.1.2.2.5 --- Interplexiform cell --- p.11 === Chapter 1.1.2.2.6 --- Muller glial cell --- p.11 === Chapter 1.1.2.2.7 --- Retinal ganglion cell --- p.12 === Chapter 1.1.3 --- Embryology of Human Eye --- p.12 === Chapter 1.1.3.1 --- Embryogenesis of Retina --- p.13 === Chapter 1.2 --- Identity of Retinal Stem Cells --- p.15 === Chapter 1.3 --- Molecular Mechanism of Early Retinogenesis --- p.17 === Chapter 1.3.1 --- Intrinsic Coding Genes for Retinogenesis --- p.18 === Chapter 1.3.1.1 --- PAX6 --- p.19 === Chapter 1.3.1.2 --- genes family --- p.20 === Chapter 1.3.1.3 --- RAX --- p.21 === Chapter 1.3.1.4 --- Repressor-type bHLH genes --- p.22 === Chapter 1.3.1.5 --- Activator-type bHLH genes --- p.23 === Chapter 1.3.1.6 --- POU4F gene family --- p.24 === Chapter 1.3.1.7 --- DLX1/DLX2 --- p.25 === Chapter 1.3.1.8 --- Others --- p.26 === Chapter 1.3.2 --- Extrinsic Factors for Retinogenesis --- p.27 === Chapter 1.3.2.1 --- Extrinsic morphogens --- p.27 === Chapter 1.3.2.2 --- Notch Signalling Pathway --- p.29 === Chapter 1.3.2.3 --- Sonic Hedgehog Signalling --- p.29 === Chapter 1.3.2.4 --- Wnt Signaling Pathway --- p.30 === Chapter 1.3.2.5 --- Cell Death Signalling during Retinogenesis --- p.31 === Chapter 1.4 --- Non-coding RNAs: MicroRNA --- p.34 === Chapter 1.4.1 --- Biogenesis and Post-Transcriptional Regulation Mechanism of MicroRNA --- p.35 === Chapter 1.4.2 --- Expression of Non-coding Genes in Retina and the Role in Retina Development --- p.37 === Chapter 1.5 --- Human Disorders Related to Retina Defect --- p.38 === Chapter Chapter 2 --- Project Objective and Outline --- p.42 === Chapter Chapter 3 --- Materials and Methods === Chapter 3.1 --- Samples Collection --- p.44 === Chapter 3.1.1 --- Isolation of Retina --- p.45 === Chapter 3.1.2 --- Samples Processing and Storage --- p.46 === Chapter 3.1.3 --- Total RNA extraction --- p.46 === Chapter 3.2 --- RNA Quality Control --- p.47 === Chapter 3.2.1 --- NanoDrop ND-1000 --- p.47 === Chapter 3.2.2 --- Agilent 2100 Bioanalyzer --- p.48 === Chapter 3.3 --- Expression profiling by Microarray Experiments --- p.51 === Chapter 3.3.1 --- Gene Expression Microarray --- p.52 === Chapter 3.3.1.1 --- Prepare Labelling Reaction --- p.52 === Chapter 3.3.1.2 --- Purify the Labelled/Amplified RNA --- p.54 === Chapter 3.3.1.3 --- Prepare Hybridization Samples --- p.55 === Chapter 3.3.1.4 --- "Hybridization, Washing and Scanning" --- p.55 === Chapter 3.3.1.5 --- Gene Expression Data Quality and Acquisition --- p.57 === Chapter 3.3.2 --- MicroRNA Microarray --- p.58 === Chapter 3.3.2.1 --- Dephosphorylation and Labeling Reaction --- p.58 === Chapter 3.3.2.2 --- Gel Filtration to Purify the Labelled RNA --- p.60 === Chapter 3.3.2.3 --- Hybridization Sample Preparation --- p.61 === Chapter 3.3.2.4 --- Prepare the Hybridization Assembly --- p.61 === Chapter 3.3.2.5 --- Washing and scanning --- p.62 === Chapter 3.3.2.6 --- MiRNA Data Quality and Acquisition --- p.62 === Chapter 3.4 --- Statistical Analysis --- p.63 === Chapter 3.4.1 --- Data Normalization --- p.63 === Chapter 3.4.2 --- Significant tests --- p.64 === Chapter 3.4.3 --- Clustering --- p.65 === Chapter 3.5 --- Quantitative Real-Time Polymerase Chain Reaction --- p.65 === Chapter 3.5.1 --- Reverse Transcription --- p.65 === Chapter 3.5.2 --- Quantitative Real-Time PCR --- p.66 === Chapter 3.6 --- Histochemical Staining --- p.67 === Chapter 3.6.1 --- Haematoxylin-and-eosin staining --- p.67 === Chapter 3.6.2 --- Immunohistochemical staining --- p.67 === Chapter 3.6.3 --- In Situ Hybridization (ISH) for MicroRNA --- p.69 === Chapter Chapter 4 --- Results === Chapter 4.1 --- Temporal Gene Expression of Human Fetal Retina --- p.71 === Chapter 4.1.1 --- Tissue specificity by Principal Component Analysis --- p.73 === Chapter 4.1.2 --- mRNA Expression Profiling from Gestational Week 9 to Week 15 --- p.74 === Chapter 4.1.3 --- Characterization of Known Eye Specific Genes in Early Gestation --- p.76 === Chapter 4.2 --- Differential Expressed Genes between Gestational Week 9 and Week 15 --- p.78 === Chapter 4.2.1 --- Unsupervised Clustering between Gestational Week 9 and Week 15 --- p.78 === Chapter 4.2.2 --- Statistical Calculation of Significantly Differential Expressed Gene by Using GeneSpring 7.3.1 --- p.79 === Chapter 4.2.3 --- Statistical Clustering of Unique Expression Profile by Using Self-organizing Map (SOM) Clustering --- p.81 === Chapter 4.2.4 --- Functional Annotation of Differentially Expressed Genes --- p.82 === Chapter 4.3 --- Quantitation of Candidate Eye-Specific Genes by Real-Time PCR --- p.84 === Chapter 4.4 --- Novelty of the human Fetal Retina mRNAs --- p.85 === Chapter 4.5 --- MicroRNA Expression Profiling in Early Retinogenesis --- p.87 === Chapter 4.6 --- Correlation between Coding and Non-coding RNA According to the Expression Pattern on Microarray --- p.90 === Chapter 4.6.1 --- MiRNA Target Gene Analysis --- p.90 === Chapter 4.6.2 --- Correlation analysis between miRNA and its target transcripts according to Global gene expression profile in retina --- p.91 === Chapter Chapter 5 --- Discussion === Chapter 5.1 --- Characterization of the Gene Expression Profile --- p.94 === Chapter 5.1.1 --- Indigenous Genes Expression in Human Fetal Retina --- p.95 === Chapter 5.1.1.1 --- Overview of the mRNA Expression --- p.95 === Chapter 5.1.1.2 --- Characterization by Gene Ontology and Human KEGG Pathway --- p.99 === Chapter 5.1.2 --- Gene Expression Data Comparison from Public Database --- p.101 === Chapter 5.2 --- Stage Specific Genes Expressed on Week 9 and Week 15 --- p.102 === Chapter 5.2.1 --- Characterization of Stage Specific Genes by Gene Ontology Analysis --- p.103 === Chapter 5.2.2 --- Known and new retinal-specific Genes Upregulated on Gestational Week 9 --- p.104 === Chapter 5.2.2.1 --- ALDH1A1A/STRA6 --- p.104 === Chapter 5.2.2.2 --- GAL --- p.105 === Chapter 5.2.2.3 --- CNTN2/SLIT102 --- p.107 === Chapter 5.2.2.4 --- LMINC3 --- p.108 === Chapter 5.2.2.5 --- DLX1/DLX2 --- p.109 === Chapter 5.2.3 --- Genes Upregulated on Gestational Week 15 --- p.110 === Chapter 5.2.3.1 --- RCVN/RCV1 --- p.110 === Chapter 5.2.3.2 --- PAVLB --- p.111 === Chapter 5.2.3.3 --- Presence of Synaptic and Neuronal Signal Transduction Activities in Week 15 Retina --- p.111 === Chapter 5.2.3.4 --- Cell differentiation and Development --- p.112 === Chapter 5.3 --- Expression Characteristic of MicroRNA in Embryonic Retina and the Related Targets --- p.114 === Chapter 5.3.1 --- Other Highly Expressed MiRNAs --- p.115 === Chapter 5.3.2 --- Highly Expressed miRNAs and their Potential Predicted target Function --- p.117 === Chapter 5.3.2.1 --- MiR-124a --- p.117 === Chapter 5.3.3 --- Expression Trends and the Corresponding MiRNAs Analysis --- p.119 === Chapter 5.4 --- Potential Studies for Further Investigation --- p.120 === Chapter Chapter 6 --- Conclusions --- p.122 === Tables and Figures === Figure 1.1 Embryogenesis of early human eye development --- p.124 === Figure 1.2 The anatomy of human eye- --- p.125 === Figure 1.3 Schematic diagram of general retina structure --- p.126 === Figure 1.4 Schematic diagram of photoreceptor cells (cone and rod) --- p.127 === Figure 1.5 The proliferation and differentiation of neural retina between gestational week 6 and week 8 --- p.128 === Figure 1.6 The time line for retinogenesis between the 2nd month and the 6th month of human gestation and the corresponding time line of mouse retinogenesis between the E12 and the Pll --- p.129 === Figure 1.7 Schematic diagram of Notch signaling pathway --- p.130 === Figure 1.8 Summary of the homeobox gene and bHLH gene expression to trigger particular cell type differentiation from retinal progenitor cells --- p.131 === Figure 1.9 Summary of molecular interactions during retinogenesis --- p.132 === Figure 1.10 Signal transduction pathway of sonic hedgehog --- p.133 === Figure 1.11 Biogenesis of microRNA (miRNA) and posttranscriptional regulation of mRNA --- p.134 === Figure 1.12 Summary of the expression of various miRNAs in retina and other neuronal tissues reported in animal studies --- p.135 === Figure 1.13 Number of the mapped loci and the identified retina disease genes between 1980 and 2008 --- p.136 === Figure 3.1 A typical RNA optical density (OD) profile exported from Nanodrop --- p.137 === Figure 3.2 Detection of Cy3 labelled cRNA and the corresponding specificity by Nanodrop ND-1000 --- p.138 === Figure 3.3 RNA quality profile generated from Agilent2100 Bioanalyzer --- p.139 === Figure 3.4 Amplified and fluorescence labelled cRNA profile from Agilent 2100 Bioanalyzer --- p.140 === Figure 3.5 Scatter plot of the fluorescent same fibroblast sample labelled Cy3 and Cy5 separately --- p.141 === Figure 3.6 Scatter plot of 2 identical placenta miRNA separately hybridized on 2 arrays on the same chip --- p.142 === Equation 3.1 Calculation of specificity from fluorescence labelled cRNA samples --- p.143 === Table 3.1 Information of human fetal retina samples involved in this study --- p.144 === Table 3.2 Summary of sample selection criteria by using NanoDrop ND-1000 and Agilent 2100 Bioanalyzer --- p.145 === Figure 4.1 Histogram of expressed probes which express on the gene expression microarrays from gestational week 9 to week 15 --- p.146 === Figure 4.2 Gene ontology (GO) study in nervous system development --- p.147 === Figure 4.3 Gene ontology (GO) study in sensory perception --- p.148 === Figure 4.4 Gene ontology (GO) study in cell growth --- p.149 === Figure 4.5 Gene ontology (GO) study in biological process --- p.150 === Figure 4.6 Box plot of 27 samples from gene expression microarray experiment --- p.151 === "Figure 4.7 Principal component analysis of fetal retina tissues, retinoblastoma tissues and retinoblastoma cell line" --- p.152 === Figure 4.8 Hierarchical clustering of human fetal retina tissues and retinoblastoma samples in gene expression microarray experiments --- p.153 === Figure 4.9 Gene expression profile of human fetal retina from gestational week 9 to week 15 --- p.154 === Figure 4.10 Gene expression profiles of PAX6 and SOX3 --- p.155 === Table 4.3 POU4F1 expression data generated from gene expression microarray from different gestational weeks --- p.156 === Figure 4.11 Graphical illustration of the expression pattern of POU4F1 in retina from gene expression microarray between human gestational week 9 to week 15 --- p.156 === Figure 4.12 Gene expression results of POU4Fl from real-time --- p.157 === Figure 4.13 Retinal ganglion cell differentiation in human fetal retina --- p.158 === Figure 4.14 Hierarchical clustering of human fetal retina tissues comparing gestational week 9 and week 15 with retinoblastoma samples --- p.159 === Figure 4.15 H&E staining of human fetal retina tissues from gestational week 9 to week 15 --- p.160 === Figure 4.16 Scatter plot of differentially expressed genes fold change equal to 2 between gestational week 9 and week 15 --- p.161 === Figure 4.17 Volcano plot of differentially statistical significant expressed genes on gestational week 9 and week 15 --- p.162 === Figure 4.18 A continuous line plot for the differential expressed genes at gestational week 9 and week 15 --- p.163 === Figure 4.19 Self-organizing map clustering (SOM) of the expression library base on the result Figure 4.9 --- p.164 === Figure 4.20 Selected SOM clusters from the Figure 4.22 --- p.165 === Figure 4.21 Gene ontology study of genes commonly expressed in differential expressed gene list (Figure 4.20) and the selected gene clusters in SOM clustering- --- p.166 === "Figure 4.22 Gene ontology diagram for grouping 385 genes differentially expressed on gestational week 15 and commonly found in SOM 226}0بcluster 6,1' with different functions and characteristics" --- p.167 === Figure 4.23 Results comparison between microarray experiment and quantitative real-time PCR validation of temporal expressed genes on gestational week 9 --- p.168 === Figure 4.24 Results comparison between microarray experiment and quantitative real-time PCR validation of temporal expressed genes on gestational week 15 --- p.169 === Figure 4.25 Gene cluster specifically find in this study by compare with RetinaCentral database --- p.170 === Figure 4.26 Histogram of miRNA expression distribution of all 470 miRNAs --- p.171 === Figure 4.27 Hierarchical clustering of miRNA expression array on human fetal retinas and retinoblastoma samples --- p.172 === Figure 4.28 The correlation distribution of miR-124a and mRNAs --- p.173 === Figure 4.29 Expression profiles of GAL and the corresponding- miRNAs searched from TargetScan 4.1 --- p.174 === Figure 4.30 Scatter plot of miR-345 and GAL --- p.175 === Figure 4.31 Expression profiles of DLX1 and the corresponding miRNAs searched from TargetScan 4.2 --- p.176 === Figure 4.32 Expression profiles of DLX2 and the corresponding miRNAs searched from TargetScan 4.1 --- p.177 === Figure 4.33 In situ hybridization (ISH) of miR-182 of human fetal retina on gestational week 9 and week 17 --- p.178 === Figure 4.34 Expression of miR-182 in retinoblastoma tissue --- p.179 === Table 4.1 KEGG pathway analysis from GeneSpring 7.3.1 --- p.180 === Table 4.2 Expression signals of the genes associated with retina development --- p.181 === Table 4.6 Assorted gene ontology terms under the category of molecular function and biological process --- p.182 === Figure 4.7 Selected genes from common gene list on week 9 and week 15 for quantitative real-time PCR --- p.183 === "Table 4.8 Selected genes with expression intensity higher than100,000 with the corresponding UniGene ID, Genbank ID and function(s)" --- p.184 === Table 4.9 The top 25 highly expressed miRNA and the corresponding signal and recent finding on the neuronal organ --- p.188 === Table 4.10 Pathway analysis from GeneSpring shows the related pathway and target genes from the top 10 highly expressed miRNAs --- p.190 === Table 4.11 Genes and miRNA with expression correlation coefficient smaller than -0.7 and gene expression signal higher than === Figure 5.1 Summary of pathway interactions from KEGG pathway analysis --- p.193 === Figure 5.2 Expression tread of ALDHlAl normalized by control signals --- p.194 === Figure 5.3 The retinoic acid metabolize pathway between egg yolk and placenta --- p.195 === Figure 5.4 The expression of other genes involved in retinoic acid metabolic pathway --- p.196 === Figure 5.5 Expression signal of various galanin receptors in our data --- p.197 === Figure 5.6 Expression signal of CNTN2 from gestational week 9 to week 15 --- p.198 === Figure 5.7 Expression of DLX1 and DLX2 and the corresponding correlation --- p.199 === Figure 5.8 Expression trend of RCVN from gestational week 9 to week 15 --- p.200 === "Figure 5.9 Expression correlation between ALDH1A1 and miR-124a, -9 and -9*" --- p.201 === Figure 5.10 Expression signals of REST and SCP1 in fibroblast,fetal retina and retinoblastoma tissues --- p.202 === Table 5.1 Congenital diseases from RetNet and the corresponding gene expression signal on our data --- p.203 === Table 5.2 Expression correlation coefficient of miR-124a and mRNAs from our expression data --- p.206 === Appendices === Appendix I - Category of Retinal Disease and their Related Gene and Locus (RetNet:http://www.sph.uth.tmc.edu/RetNet/) Last updated June 13,2008 --- p.207 === Appendix II - List of Taqman probes designed for real-time PCR with gene name and the corresponding annotations and sequence --- p.210 === "Appendix III - Functional annotated of highly expressed genes (signal > 100,000) from the KEGG pathways" --- p.211 === Appendix IV - LOWESS normalized expression signal with corresponding annotation and chromosome location --- p.217 === Appendix V - Various gene lists or probes lists used in the data analysis --- p.218 === References --- p.719