Proteotranscriptomic Characterization of Human Retinoblastoma
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ABSTRACT:
PROVIDER: PRJNA1159360 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR30623050.fastq.gz | Fastqsanger.gz | |||
| SRR30623051.fastq.gz | Fastqsanger.gz | |||
| SRR30623052.fastq.gz | Fastqsanger.gz | |||
| SRR30623053.fastq.gz | Fastqsanger.gz | |||
| SRR30623054.fastq.gz | Fastqsanger.gz |
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Project description:Background: Retinoblastoma is a rare pediatric eye cancer caused by mutations in the RB1 gene, which regulates retinal cell growth. Early detection and treatment are critical for pre-venting vision loss and improving survival outcomes. This study aimed to perform an inte-grated proteotranscriptomic characterization of human retinoblastoma to provide a deeper understanding of disease biology and to identify novel therapeutic targets. Methods: Paired tumor and adjacent retinal tissue samples were dissected from seven eyes affected by retinoblastoma. The global transcriptome and proteome were determined using RNA sequencing and liquid chromatography-mass spectrometry from the same samples. The spatially resolved cellular landscape was assessed using Imaging Mass Cytometry (IMC). Results: The correlation between RNA and protein level was moderate (Pearson’s R = 0.339, p < 10-16) with variations across different pathways. While biological processes like visual perception were similarly regulated on the RNA and protein level, others, such as cell cycle processes and glycolysis were predominantly active at the protein level. IMC identified more than 67,000 single cells in distinct clusters, including antigen presenting cells, T cells, stroma cells, vascular cells and two clusters of proliferating and CD44/c-Myc positive tumor cells. In retinoblastoma, we observed increased apoptotic signals in T cells and higher ex-pression of CD68 in antigen presenting cells compared to control tissue. Conclusions: Retinoblastoma's key biological processes are predominantly regulated at either the RNA or protein level, underscoring the value of an integrated proteotranscriptomic approach. Elevated caspase 3 activity in tumor-associated T cells may indicate potential im-mune escape mechanisms and CD44+ and high-c-Myc-expressing tumor cells may repre-sent cancer stem cells with possible involvement in metastasis, warranting further validation. Our multilayered approach could pave the way for enhanced molecular assessments and novel targeted therapies for human retinoblastoma.
2025-05-29 | GSE276895 | GEO
Project description:Total RNA samples from three different retinoblastoma samples were profiled for a panel of 160 human miRNAs. Three replicates of normal retina was also included. Keywords: disease-state analysis
2007-05-20 | GSE7072 | GEO
Project description:It is widely believed that the molecular and cellular features of a tumor reflect its cell-of-origin and can thus provide clues about treatment targets. The retinoblastoma cell-of-origin has been debated for over a century. Here we report that human and mouse retinoblastomas have molecular, cellular, and neurochemical features of multiple cell classes, principally amacrine/horizontal interneurons, retinal progenitor cells, and photoreceptors. Importantly, single-cell gene expression array analysis showed that these multiple cell type–specific developmental programs are coexpressed in individual retinoblastoma cells, which creates a progenitor/neuronal hybrid cell. Importantly, neurotransmitter receptors, transporters, and biosynthetic enzymes are expressed in human retinoblastoma, and targeted disruption of these pathways reduces retinoblastoma growth in vivo and in vitro. Our finding that retinoblastoma tumor cells express multiple neuronal differentiation programs that are normally incompatible in development suggests that the pathways that control retinal development and establish distinct cell types are perturbed during tumorigenesis. Therefore, the cell-of-origin for retinoblastoma cannot be inferred from the features of the tumor cells themselves. However, we now have a detailed understanding of the neuronal pathways that are deregulated in retinoblastoma and targeting the catecholamine and indolamine receptors or downstream components could provide useful therapeutic approaches in future studies. This example highlights the importance of comprehensive molecular, cellular and physiological characterization of human cancers with single cell resolution as we incorporate molecular targeted therapy into treatment regimens. 55 primary pediatric retinoblastoma tumors were collected and assayed and compared to with 3 passaged xenografts and 4 RB cell lines
2011-06-07 | E-GEOD-29683 | biostudies-arrayexpress
Project description:It is widely believed that the molecular and cellular features of a tumor reflect its cell-of-origin and can thus provide clues about treatment targets. The retinoblastoma cell-of-origin has been debated for over a century. Here we report that human and mouse retinoblastomas have molecular, cellular, and neurochemical features of multiple cell classes, principally amacrine/horizontal interneurons, retinal progenitor cells, and photoreceptors. Importantly, single-cell gene expression array analysis showed that these multiple cell type–specific developmental programs are coexpressed in individual retinoblastoma cells, which creates a progenitor/neuronal hybrid cell. Importantly, neurotransmitter receptors, transporters, and biosynthetic enzymes are expressed in human retinoblastoma, and targeted disruption of these pathways reduces retinoblastoma growth in vivo and in vitro. Our finding that retinoblastoma tumor cells express multiple neuronal differentiation programs that are normally incompatible in development suggests that the pathways that control retinal development and establish distinct cell types are perturbed during tumorigenesis. Therefore, the cell-of-origin for retinoblastoma cannot be inferred from the features of the tumor cells themselves. However, we now have a detailed understanding of the neuronal pathways that are deregulated in retinoblastoma and targeting the catecholamine and indolamine receptors or downstream components could provide useful therapeutic approaches in future studies. This example highlights the importance of comprehensive molecular, cellular and physiological characterization of human cancers with single cell resolution as we incorporate molecular targeted therapy into treatment regimens.
2011-06-07 | GSE29683 | GEO
Project description:Retinoblastoma is a childhood cancer of the developing retina that initiates with biallelic inactivation of the RB1 gene. To develop a laboratory model of human retinoblastoma formation, we made induced pluripotent stem cells (iPSCs) from 15 participants with germline RB1 mutations. After 45 days in culture, the retinal organoids were dissociated and injected into the vitreous of eyes of immunocompromised mice to support retinoblastoma tumor growth. Retinoblastomas formed from retinal organoids made from patient-derived iPSCs had molecular, cellular and genomic features indistinguishable from human retinoblastomas.
2021-05-11 | GSE174201 | GEO
Project description:We studied primary retinoblastoma by Whole-Exome Sequencing.
| EGAS00001005248 | EGA
Project description:Retinoblastoma is a childhood cancer of the developing retina that initiates with biallelic inactivation of the RB1 gene. To develop a laboratory model of human retinoblastoma formation, we made induced pluripotent stem cells (iPSCs) from 15 participants with germline RB1 mutations. After 45 days in culture, the retinal organoids were dissociated and injected into the vitreous of eyes of immunocompromised mice to support retinoblastoma tumor growth. Retinoblastomas formed from retinal organoids made from patient-derived iPSCs had molecular, cellular and genomic features indistinguishable from human retinoblastomas.
2021-05-11 | GSE174200 | GEO
Project description:It is widely believed that the molecular and cellular features of a tumor reflect its cell-of-origin and can thus provide clues about treatment targets. The retinoblastoma cell-of-origin has been debated for over a century. Here we report that human and mouse retinoblastomas have molecular, cellular, and neurochemical features of multiple cell classes, principally amacrine/horizontal interneurons, retinal progenitor cells, and photoreceptors. Importantly, single-cell gene expression array analysis showed that these multiple cell type–specific developmental programs are coexpressed in individual retinoblastoma cells, which creates a progenitor/neuronal hybrid cell. Importantly, neurotransmitter receptors, transporters, and biosynthetic enzymes are expressed in human retinoblastoma, and targeted disruption of these pathways reduces retinoblastoma growth in vivo and in vitro. Our finding that retinoblastoma tumor cells express multiple neuronal differentiation programs that are normally incompatible in development suggests that the pathways that control retinal development and establish distinct cell types are perturbed during tumorigenesis. Therefore, the cell-of-origin for retinoblastoma cannot be inferred from the features of the tumor cells themselves. However, we now have a detailed understanding of the neuronal pathways that are deregulated in retinoblastoma and targeting the catecholamine and indolamine receptors or downstream components could provide useful therapeutic approaches in future studies. This example highlights the importance of comprehensive molecular, cellular and physiological characterization of human cancers with single cell resolution as we incorporate molecular targeted therapy into treatment regimens. 20 single cells isolated from primary pediatric retinoblastoma tumors were assayed to asses the within tumor consistency of expression signals
2011-06-07 | E-GEOD-29684 | biostudies-arrayexpress
Project description:Bilateral retinoblastoma has served as a critical model for studying genetic predisposition to cancer, however international incidence of unilateral retinoblastoma is variable across populations suggesting the involvement of environmental factors. DNA from Human Papilloma Virus (HPV) has been found in human retinoblastoma tissue through polymerase chain reaction based methods in several independent reports. To search for HPV oncoproteins and characterize transcriptional profiles in retinoblastoma, we analyzed tumor tissue obtained after enucleation and cultured for one week from 13 previously untreated Mexican children with retinoblastoma. We identified the presence of E7 HPV oncoproteins using western blot analysis in HPV positive tumors, and using non-supervised methods of classification on gene expression microarrays data, tumors clustered according to the presence or absence of HPV DNA identified by PCR. These methods were unable to discriminate retinoblastoma tissues by laterality. 2,404 genes were differentially expressed between HPV positive and HPV negative retinoblastoma, including a group of genes involved in a transcriptional response to viral infection. This molecular evidence supports the hypothesis that HPV is involved in the molecular pathogenesis of these tumors.
2008-05-21 | GSE11488 | GEO
Project description:It is widely believed that the molecular and cellular features of a tumor reflect its cell-of-origin and can thus provide clues about treatment targets. The retinoblastoma cell-of-origin has been debated for over a century. Here we report that human and mouse retinoblastomas have molecular, cellular, and neurochemical features of multiple cell classes, principally amacrine/horizontal interneurons, retinal progenitor cells, and photoreceptors. Importantly, single-cell gene expression array analysis showed that these multiple cell type–specific developmental programs are coexpressed in individual retinoblastoma cells, which creates a progenitor/neuronal hybrid cell. Importantly, neurotransmitter receptors, transporters, and biosynthetic enzymes are expressed in human retinoblastoma, and targeted disruption of these pathways reduces retinoblastoma growth in vivo and in vitro. Our finding that retinoblastoma tumor cells express multiple neuronal differentiation programs that are normally incompatible in development suggests that the pathways that control retinal development and establish distinct cell types are perturbed during tumorigenesis. Therefore, the cell-of-origin for retinoblastoma cannot be inferred from the features of the tumor cells themselves. However, we now have a detailed understanding of the neuronal pathways that are deregulated in retinoblastoma and targeting the catecholamine and indolamine receptors or downstream components could provide useful therapeutic approaches in future studies. This example highlights the importance of comprehensive molecular, cellular and physiological characterization of human cancers with single cell resolution as we incorporate molecular targeted therapy into treatment regimens.
2011-06-07 | GSE29685 | GEO