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Leung AM, Rao MB, Raju N, Chung M, Klinger A, Rowe DJ, Li X, Levine EM. A framework to identify functional interactors that contribute to disrupted early retinal development in Vsx2 ocular retardation J mice. Dev Dyn 2023; 252:1338-1362. [PMID: 37259952 PMCID: PMC10689574 DOI: 10.1002/dvdy.629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 04/29/2023] [Accepted: 05/08/2023] [Indexed: 06/02/2023] Open
Abstract
BACKGROUND A goal of developmental genetics is to identify functional interactions that underlie phenotypes caused by mutations. We sought to identify functional interactors of Vsx2, which when mutated, disrupts early retinal development. We utilized the Vsx2 loss-of-function mouse, ocular retardation J (orJ), to assess interactions based on principles of positive and negative epistasis as applied to bulk transcriptome data. This was first tested in vivo with Mitf, a target of Vsx2 repression, and then to cultures of orJ retina treated with inhibitors of Retinoid-X Receptors (RXR) to target Rxrg, an up-regulated gene in the orJ retina, and gamma-Secretase, an enzyme required for Notch signaling, a key mediator of retinal proliferation and neurogenesis. RESULTS Whereas Mitf exhibited robust positive epistasis with Vsx2, it only partially accounts for the orJ phenotype, suggesting other functional interactors. RXR inhibition yielded minimal evidence for epistasis between Vsx2 and Rxrg. In contrast, gamma-Secretase inhibition caused hundreds of Vsx2-dependent genes associated with proliferation to deviate further from wild-type, providing evidence for convergent negative epistasis with Vsx2 in regulating tissue growth. CONCLUSIONS Combining in vivo and ex vivo testing with transcriptome analysis revealed quantitative and qualitative characteristics of functional interaction between Vsx2, Mitf, RXR, and gamma-Secretase activities.
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Affiliation(s)
- Amanda M. Leung
- Department of Cell and Developmental Biology, Vanderbilt
University, Nashville TN 37232
| | - Mahesh B. Rao
- Department of Ophthalmology and Visual Sciences, Vanderbilt
University Medical Center, Nashville TN 37232
| | - Nathan Raju
- Department of Ophthalmology and Visual Sciences, Vanderbilt
University Medical Center, Nashville TN 37232
| | - Minh Chung
- Department of Ophthalmology and Visual Sciences, Vanderbilt
University Medical Center, Nashville TN 37232
| | - Allison Klinger
- Department of Ophthalmology and Visual Sciences, Vanderbilt
University Medical Center, Nashville TN 37232
| | - DiAnna J. Rowe
- Department of Ophthalmology and Visual Sciences, Vanderbilt
University Medical Center, Nashville TN 37232
| | - Xiaodong Li
- Department of Ophthalmology and Visual Sciences, Vanderbilt
University Medical Center, Nashville TN 37232
| | - Edward M. Levine
- Department of Cell and Developmental Biology, Vanderbilt
University, Nashville TN 37232
- Department of Ophthalmology and Visual Sciences, Vanderbilt
University Medical Center, Nashville TN 37232
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2
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Loss of Hes1 in embryonic stem cells caused developmental disorders in retinal pigment epithelium morphogenesis and specification. Biochem Biophys Res Commun 2022; 632:76-84. [DOI: 10.1016/j.bbrc.2022.09.080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 08/23/2022] [Accepted: 09/21/2022] [Indexed: 11/20/2022]
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Owen N, Moosajee M. RNA-sequencing in ophthalmology research: considerations for experimental design and analysis. Ther Adv Ophthalmol 2019; 11:2515841419835460. [PMID: 30911735 PMCID: PMC6421592 DOI: 10.1177/2515841419835460] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 02/08/2019] [Indexed: 12/13/2022] Open
Abstract
High-throughput, massively parallel sequence analysis has revolutionized the way that researchers design and execute scientific investigations. Vast amounts of sequence data can be generated in short periods of time. Regarding ophthalmology and vision research, extensive interrogation of patient samples for underlying causative DNA mutations has resulted in the discovery of many new genes relevant to eye disease. However, such analysis remains functionally limited. RNA-sequencing accurately snapshots thousands of genes, capturing many subtypes of RNA molecules, and has become the gold standard for transcriptome gene expression quantification. RNA-sequencing has the potential to advance our understanding of eye development and disease; it can reveal new candidates to improve our molecular diagnosis rates and highlight therapeutic targets for intervention. But with a wide range of applications, the design of such experiments can be problematic, no single optimal pipeline exists, and therefore, several considerations must be undertaken for optimal study design. We review the key steps involved in RNA-sequencing experimental design and the downstream bioinformatic pipelines used for differential gene expression. We provide guidance on the application of RNA-sequencing to ophthalmology and sources of open-access eye-related data sets.
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Affiliation(s)
- Nicholas Owen
- Development, Ageing and Disease Theme, UCL Institute of Ophthalmology, University College London, London, UK
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Luo Z, Zhong X, Li K, Xie B, Liu Y, Ye M, Li K, Xu C, Ge J. An Optimized System for Effective Derivation of Three-Dimensional Retinal Tissue via Wnt Signaling Regulation. Stem Cells 2018; 36:1709-1722. [DOI: 10.1002/stem.2890] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Revised: 06/17/2018] [Accepted: 06/25/2018] [Indexed: 01/04/2023]
Affiliation(s)
- Ziming Luo
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center; Sun Yat-sen University; Guangzhou Guangdong People's Republic of China
| | - Xiufeng Zhong
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center; Sun Yat-sen University; Guangzhou Guangdong People's Republic of China
| | - Kaijing Li
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center; Sun Yat-sen University; Guangzhou Guangdong People's Republic of China
| | - Bingbing Xie
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center; Sun Yat-sen University; Guangzhou Guangdong People's Republic of China
| | - Yuchun Liu
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center; Sun Yat-sen University; Guangzhou Guangdong People's Republic of China
| | - Meifang Ye
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center; Sun Yat-sen University; Guangzhou Guangdong People's Republic of China
| | - Kang Li
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center; Sun Yat-sen University; Guangzhou Guangdong People's Republic of China
| | - Chaochao Xu
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center; Sun Yat-sen University; Guangzhou Guangdong People's Republic of China
| | - Jian Ge
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center; Sun Yat-sen University; Guangzhou Guangdong People's Republic of China
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Takata N, Abbey D, Fiore L, Acosta S, Feng R, Gil HJ, Lavado A, Geng X, Interiano A, Neale G, Eiraku M, Sasai Y, Oliver G. An Eye Organoid Approach Identifies Six3 Suppression of R-spondin 2 as a Critical Step in Mouse Neuroretina Differentiation. Cell Rep 2017; 21:1534-1549. [PMID: 29117559 PMCID: PMC5728169 DOI: 10.1016/j.celrep.2017.10.041] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Revised: 09/20/2017] [Accepted: 10/11/2017] [Indexed: 02/01/2023] Open
Abstract
Recent advances in self-organizing, 3-dimensional tissue cultures of embryonic stem cells (ESCs) and induced pluripotent stem cells (iPSCs) provided an in vitro model that recapitulates many aspects of the in vivo developmental steps. Using Rax-GFP-expressing ESCs, newly generated Six3-/- iPSCs, and conditional null Six3delta/f;Rax-Cre ESCs, we identified Six3 repression of R-spondin 2 (Rspo2) as a required step during optic vesicle morphogenesis and neuroretina differentiation. We validated these results in vivo by showing that transient ectopic expression of Rspo2 in the anterior neural plate of transgenic mouse embryos was sufficient to inhibit neuroretina differentiation. Additionally, using a chimeric eye organoid assay, we determined that Six3 null cells exert a non-cell-autonomous repressive effect during optic vesicle formation and neuroretina differentiation. Our results further validate the organoid culture system as a reliable and fast alternative to identify and evaluate genes involved in eye morphogenesis and neuroretina differentiation in vivo.
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Affiliation(s)
- Nozomu Takata
- Center for Vascular and Developmental Biology, Feinberg Cardiovascular Research Institute, Northwestern University, Chicago, IL 60611, USA
| | - Deepti Abbey
- Department of Genetics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Luciano Fiore
- Center for Vascular and Developmental Biology, Feinberg Cardiovascular Research Institute, Northwestern University, Chicago, IL 60611, USA
| | - Sandra Acosta
- Center for Vascular and Developmental Biology, Feinberg Cardiovascular Research Institute, Northwestern University, Chicago, IL 60611, USA
| | - Ruopeng Feng
- Department of Genetics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Hyea Jin Gil
- Center for Vascular and Developmental Biology, Feinberg Cardiovascular Research Institute, Northwestern University, Chicago, IL 60611, USA
| | - Alfonso Lavado
- Department of Genetics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Xin Geng
- Department of Genetics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Ashley Interiano
- Department of Genetics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Geoffrey Neale
- Hartwell Center for Bioinformatics and Biotechnology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Mototsugu Eiraku
- Laboratory for in vitro Histogenesis, RIKEN Center for Developmental Biology, Kobe, Hyogo 650-0047, Japan; Laboratory of Developmental Systems, Institute for Frontier Life and Medical Sciences, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, Kyoto 606-8507, Japan
| | - Yoshiki Sasai
- Laboratory for Organogenesis and Neurogenesis, RIKEN Center for Developmental Biology, Kobe, Hyogo 650-0047, Japan
| | - Guillermo Oliver
- Center for Vascular and Developmental Biology, Feinberg Cardiovascular Research Institute, Northwestern University, Chicago, IL 60611, USA.
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Stem cells and genome editing: approaches to tissue regeneration and regenerative medicine. J Hum Genet 2017; 63:165-178. [PMID: 29192237 DOI: 10.1038/s10038-017-0348-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 08/20/2017] [Accepted: 08/21/2017] [Indexed: 12/20/2022]
Abstract
Understanding the basis of regeneration of each tissue and organ, and incorporating this knowledge into clinical treatments for degenerative tissues and organs in patients, are major goals for researchers in regenerative biology. Here we provide an overview of current work, from high-regeneration animal models, to stem cell-based culture models, transplantation technologies, large-animal chimeric models, and programmable nuclease-based genome-editing technologies. Three-dimensional culture generating organoids, which represents intact tissue/organ identity including cell fate and morphology are getting more general approaches in the fields by taking advantage of embryonic stem cells, induced pluripotent stem cells and adult stem cells. The organoid culture system potentially has profound impact on the field of regenerative medicine. We also emphasize that the large animal model, in particular pig model would be a hope to manufacture humanized organs in in vivo empty (vacant) niche, which now potentially allows not only appropriate cell fate identity but nearly the same property as human organs in size. Therefore, integrative and collaborative researches across different fields might be critical to the aims needed in clinical trial.
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Takata N, Sakakura E, Sasai Y. IGF-2/IGF-1R signaling has distinct effects on Sox1, Irx3, and Six3 expressions during ES cell derived-neuroectoderm development in vitro. In Vitro Cell Dev Biol Anim 2016; 52:607-15. [PMID: 26956358 DOI: 10.1007/s11626-016-0012-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2016] [Accepted: 02/17/2016] [Indexed: 12/23/2022]
Abstract
Insulin-like growth factors (IGFs) are involved in growth and tissue development, including diseases such as type-2 diabetes and cancers. However, their roles in lineage specification, especially in early mammalian neural development, are poorly understood. Here, we analyzed the protein expression of IGF-2 in early mouse embryo, and it was preferentially detected in anterior mesodermal tissue, adjacent to the neural plate. We utilized a self-organizing neural tissue culture system and analyzed the direct effect of IGF-2 on the general neural marker Sox1. Interestingly, using recombinant IGF-2 and a chemical inhibitor of its receptor (IGF-1R), we found that the IGF-2/IGF-1R pathway positively regulated Sox1 expression in embryonic stem (ES) cell-derived neural tissue. Furthermore, to visualize the expression patterns of other neural markers, we used reporter ES cell lines and we found that the IGF-2/IGF-1R signaling upregulated the expression of the posterior neural marker Irx3. In contrast, the anterior neural marker Six3 was downregulated by IGF-2/IGF-1R signaling. Together, our results demonstrate that IGF-2/IGF-1R signaling has different effects on neural marker expression, which may influence the early regional identity of ES cell-derived neural tissues.
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Affiliation(s)
- Nozomu Takata
- Laboratory for In Vitro Histogenesis, RIKEN Center for Developmental Biology, 2-2-3 Minatojima-Minamimachi, Chuou-ku, Kobe, Hyogo, 650-0047, Japan.
- Center for Vascular and Developmental Biology, Feinberg Cardiovascular Research Institute, Northwestern University Feinberg School of Medicine, 303 East Superior Street, Chicago, 60611, IL, USA.
| | - Eriko Sakakura
- Laboratory for In Vitro Histogenesis, RIKEN Center for Developmental Biology, 2-2-3 Minatojima-Minamimachi, Chuou-ku, Kobe, Hyogo, 650-0047, Japan
| | - Yoshiki Sasai
- Laboratory for Organogenesis and Neurogenesis, RIKEN Center for Developmental Biology, 2-2-3 Minatojima-Minamimachi, Chuou-ku, Kobe, Hyogo, 650-0047, Japan
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Activation of Wnt/ß-catenin signaling in ESC promotes rostral forebrain differentiation in vitro. In Vitro Cell Dev Biol Anim 2015; 52:374-382. [PMID: 26563247 PMCID: PMC4833820 DOI: 10.1007/s11626-015-9975-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Accepted: 10/27/2015] [Indexed: 01/10/2023]
Abstract
Wnt/ß-catenin signaling is crucial for maintenance of pluripotent state of embryonic stem cell (ESC). However, it is unclear how Wnt/ß-catenin signaling affects the differentiation ability of ESC, especially with regard to rostral forebrain cells. Here, using Rax, rostral forebrain marker, and Wnt/ß-catenin reporter lines, we report ratio of Rax+ and Wnt responding tissue (Wnt+) patterns, which were affected by seeding number of ESC in three-dimensional culture system. Surprisingly, we found ß-catenin level and localization are heterogeneous in ESC colony by immunostaining and time-laps imaging of ß-catenin-mEGFP signals. Moreover, activation of Wnt signaling in ESC promoted expression level and nuclear localization of ß-catenin, and mRNA levels of Wnt antagonists, axin2 and dkk1, leading to upregulating Wnt/ß-catenin reporter in ESC state and Rax expression at differentiation culture day 7. Together, our results suggest that activation of Wnt signaling in ESC promotes the differentiation efficacy of rostral forebrain cells. Wnt-priming culture method may provide a useful tool for applications in the areas of basic science and molecular therapeutics for regenerative medicine.
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Comparative, transcriptome analysis of self-organizing optic tissues. Sci Data 2015; 2:150030. [PMID: 26110066 PMCID: PMC4477696 DOI: 10.1038/sdata.2015.30] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Accepted: 05/14/2015] [Indexed: 01/03/2023] Open
Abstract
Embryonic stem (ES) cells have a remarkable capacity to self-organize complex, multi-layered optic cups in vitro via a culture technique called SFEBq. During both SFEBq and in vivo optic cup development, Rax (Rx) expressing neural retina epithelial (NRE) tissues utilize Fgf and Wnt/β-catenin signalling pathways to differentiate into neural retina (NR) and retinal-pigmented epithelial (RPE) tissues, respectively. How these signaling pathways affect gene expression during optic tissue formation has remained largely unknown, especially at the transcriptome scale. Here, we address this question using RNA-Seq. We generated Rx+ optic tissue using SFEBq, exposed these tissues to either Fgf or Wnt/β-catenin stimulation, and assayed their gene expression across multiple time points using RNA-Seq. This comparative dataset will help elucidate how Fgf and Wnt/β-catenin signaling affect gene expression during optic tissue differentiation and will help inform future efforts to optimize in vitro optic tissue culture technology.
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