ArticleLaboratory investigation; a journal of technical methods and pathology2021
Retinoblastoma tumor cell proliferation is negatively associated with an immune gene expression signature and increased immune cells.
Article in Laboratory investigation; a journal of technical methods and pathology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 12 citations in OpenAlex.
- Bioinformatics-based identification of ferroptosis-related biomarkers and immune infiltration in retinoblastoma.Translational cancer research · 2026Article
- Retinoblastoma and Its Tumor Microenvironment.Current oncology (Toronto, Ont.) · 2026Review
- Management of Retinoblastoma: A Challenge in Pediatric Ophthalmology.Life (Basel, Switzerland) · 2026Review
- Lactylation-driven gene signatures define breast cancer prognosis: a predictive model and insights into immune microenvironment dynamics.European journal of medical research · 2026Article
- Immune Cell-Mediated Retinoblastoma Development: Genetic and Molecular Mechanisms.International journal of genomics · 2026Article
- Human Retinal Organoid Modeling Defines Developmental Window and Therapeutic Vulnerabilities in MYCN-Amplified Retinoblastoma.International journal of molecular sciences · 2025Article
- Comprehensive analysis of disulfidoptosis-related genes reveals molecular heterogeneity and key regulators in retinoblastoma progression.Translational pediatrics · 2025Article
- Pediatric Solid Cancers: Dissecting the Tumor Microenvironment to Improve the Results of Clinical Immunotherapy.International journal of molecular sciences · 2024Review
- Distinct mechanisms of PTEN inactivation in dogs and humans highlight convergent molecular events that drive cell division in the pathogenesis of osteosarcoma.Cancer genetics · 2023Article
- PDGF, NGF, and EGF as main contributors to tumorigenesis in high-risk retinoblastoma.Frontiers in oncology · 2023Article
- UHRF2 regulates cell cycle, epigenetics and gene expression to control the timing of retinal progenitor and ganglion cell differentiation.Development (Cambridge, England) · 2022Article
- Genetic Subtyping and Phenotypic Characterization of the Immune Microenvironment and MYC/BCL2 Double Expression Reveal Heterogeneity in Diffuse Large B-cell Lymphoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2022Article
- Comprehensive Analysis of the Immune Cell Infiltration Landscape and Immune-Related Methylation in Retinoblastoma.Frontiers in genetics · 2022Article
- Identification of mutations that cooperate with defects in B cell transcription factors to initiate leukemia.Oncogene · 2021Article
Corrections and comments
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Authors and funding
9 authors at 1 institution in 1 country.
Funding
Abstract
This study focuses on gene expression differences between early retinal states that ultimately lead to normal development, late onset retinoblastoma, or rapid bilateral retinoblastoma tumors. The late-onset and early-onset retinoblastoma tumor cells are remarkably similar to normally proliferating retinal progenitor cells, but they fail to properly express differentiation markers associated with normal development. Further, early-onset retinoblastoma tumor cells express a robust immune gene expression signature followed by accumulation of dendritic, monocyte, macrophage, and T-lymphocyte cells in the retinoblastoma tumors. This characteristic was not shared by either normal retinae or late-onset retinoblastomas. Comparison of our data with other human and mouse retinoblastoma tumor gene expression significantly confirmed, that the immune signature is present in tumors from each species. Strikingly, we observed that the immune signature in both mouse and human tumors was most highly evident in those with the lowest proliferative capacity. We directly assessed this relationship in human retinoblastoma tumors by co-analyzing proliferation and immune cell recruitment by immunohistochemistry, uncovering a significant inverse relationship between increased immune-cell infiltration in tumors and reduced tumor cell proliferation. Directly inhibiting proliferation with a PI3K/mTOR inhibitor significantly increased the number of CD45
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.