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Jimenez-Macias JL, Vaughn-Beaucaire P, Bharati A, Xu Z, Forrest M, Hong J, Sun M, Schmidt A, Clark J, Hawkins W, Mercado N, Real J, Huntington K, Zdioruk M, Nowicki MO, Cho CF, Wu B, Li W, Logan T, Manz KE, Pennell KD, Fedeles BI, Bertone P, Punsoni M, Brodsky AS, Lawler SE. Modulation of blood-tumor barrier transcriptional programs improves intratumoral drug delivery and potentiates chemotherapy in GBM. SCIENCE ADVANCES 2025; 11:eadr1481. [PMID: 40009687 PMCID: PMC11864199 DOI: 10.1126/sciadv.adr1481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Accepted: 01/24/2025] [Indexed: 02/28/2025]
Abstract
Efficient drug delivery to glioblastoma (GBM) is a major obstacle as the blood-brain barrier (BBB) and the blood-tumor barrier (BTB) prevent passage of the majority of chemotherapies into the brain. Here, we identified a transcriptional 12-gene signature associated with the BTB in GBM. We identified CDH5 as a core molecule in this set and confirmed its expression in GBM vasculature using transcriptomics and immunostaining of patient specimens. The indirubin-derivative, 6-bromoindirubin acetoxime (BIA), down-regulates CDH5 and other BTB signature genes, causing endothelial barrier disruption in vitro and in murine GBM xenograft models. Treatment with BIA increased intratumoral cisplatin accumulation and potentiated DNA damage by targeting DNA repair pathways. Last, using an injectable BIA nanoparticle formulation, PPRX-1701, we significantly improved cisplatin efficacy in murine GBM. Our work reveals potential targets of the BTB and the bifunctional properties of BIA as a BTB modulator and a potentiator of chemotherapy, supporting its further development.
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Affiliation(s)
- Jorge L. Jimenez-Macias
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Philippa Vaughn-Beaucaire
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Ayush Bharati
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - Zheyun Xu
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - Megan Forrest
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - Jason Hong
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - Michael Sun
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - Andrea Schmidt
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - Jasmine Clark
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - William Hawkins
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - Noe Mercado
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - Jacqueline Real
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - Kelsey Huntington
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - Mykola Zdioruk
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Michal O. Nowicki
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Choi-Fong Cho
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- Program in Neuroscience, Harvard Medical School, Boston, MA 02115, USA
- Harvard Stem Cell Institute, Harvard University, Boston, MA 02115, USA
| | - Bin Wu
- Cytodigm Inc, Natick, MA 01760, USA
| | - Weiyi Li
- Phosphorex Inc, Hopkinton, MA 01748, USA
| | | | | | - Kurt D. Pennell
- School of Engineering, Brown University, Providence, RI 02912, USA
| | - Bogdan I. Fedeles
- Center for Environmental Health Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Paul Bertone
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
- Department of Medicine, Brown University, Providence, RI 02903, USA
| | - Michael Punsoni
- Brown University Health, Warren Alpert Medical School, Providence, RI 02903, USA
| | - Alexander S. Brodsky
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
| | - Sean E. Lawler
- Legorreta Cancer Center, Department of Pathology and Laboratory Medicine, Brown University, Providence, RI 02903, USA
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Ribeiro JH, Etlioglu E, Buset J, Janssen A, Puype H, Berden L, Mbouombouo Mfossa AC, De Vos WH, Vermeirssen V, Baatout S, Rajan N, Quintens R. A human-specific, concerted repression of microcephaly genes contributes to radiation-induced growth defects in cortical organoids. iScience 2025; 28:111853. [PMID: 39967878 PMCID: PMC11834077 DOI: 10.1016/j.isci.2025.111853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 11/22/2024] [Accepted: 01/16/2025] [Indexed: 02/20/2025] Open
Abstract
Prenatal radiation-induced DNA damage poses a significant threat to neurodevelopment, resulting in microcephaly which primarily affects the cerebral cortex. So far, mechanistic studies were done in rodents. Here, we leveraged human cortical organoids to model fetal corticogenesis. Organoids were X-irradiated with moderate or high doses at different time points. Irradiation caused a dose- and time-dependent reduction in organoid size, which was more prominent in younger organoids. This coincided with a delayed and attenuated DNA damage response (DDR) in older organoids. Besides the DDR, radiation induced premature differentiation of neural progenitor cells (NPCs). Our transcriptomic analysis demonstrated a concerted p53-E2F4/DREAM-dependent repression of primary microcephaly genes, which was independently confirmed in cultured human NPCs and neurons. This was a human-specific feature, as it was not observed in mouse embryonic brains or primary NPCs. Thus, human cortical organoids are an excellent model for DNA damage-induced microcephaly and to uncover potentially targetable human-specific pathways.
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Affiliation(s)
- Jessica Honorato Ribeiro
- Radiobiology Unit, Nuclear Medical Applications Institute, Belgian Nuclear Research Centre (SCK CEN), 2400 Mol, Belgium
- Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium
| | - Emre Etlioglu
- Radiobiology Unit, Nuclear Medical Applications Institute, Belgian Nuclear Research Centre (SCK CEN), 2400 Mol, Belgium
| | - Jasmine Buset
- Radiobiology Unit, Nuclear Medical Applications Institute, Belgian Nuclear Research Centre (SCK CEN), 2400 Mol, Belgium
| | - Ann Janssen
- Radiobiology Unit, Nuclear Medical Applications Institute, Belgian Nuclear Research Centre (SCK CEN), 2400 Mol, Belgium
| | - Hanne Puype
- Laboratory for Computational Biology, Integromics and Gene Regulation (CBIGR), Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, 9000 Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Lisa Berden
- Radiobiology Unit, Nuclear Medical Applications Institute, Belgian Nuclear Research Centre (SCK CEN), 2400 Mol, Belgium
- Laboratory for Neurophysiology, Biomedical Research Institute, Hasselt University, 3500 Hasselt, Belgium
| | | | - Winnok H. De Vos
- Laboratory of Cell Biology and Histology, Antwerp Centre for Advanced Microscopy (ACAM), University of Antwerp, 2610 Wilrijk, Belgium
| | - Vanessa Vermeirssen
- Laboratory for Computational Biology, Integromics and Gene Regulation (CBIGR), Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, 9000 Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Sarah Baatout
- Radiobiology Unit, Nuclear Medical Applications Institute, Belgian Nuclear Research Centre (SCK CEN), 2400 Mol, Belgium
- Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium
| | - Nicholas Rajan
- Radiobiology Unit, Nuclear Medical Applications Institute, Belgian Nuclear Research Centre (SCK CEN), 2400 Mol, Belgium
| | - Roel Quintens
- Radiobiology Unit, Nuclear Medical Applications Institute, Belgian Nuclear Research Centre (SCK CEN), 2400 Mol, Belgium
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Noh S, Park Y, Kim B, Mun JY. Structural Analysis of Cerebral Organoids Using Confocal Microscopy and Transmission/Scanning Electron Microscopy. MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2025; 31:ozae119. [PMID: 39999189 DOI: 10.1093/mam/ozae119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 10/14/2024] [Accepted: 11/10/2024] [Indexed: 02/27/2025]
Abstract
Cerebral organoid cultures from human-induced pluripotent stem cells are widely used to study complex human brain development; however, there is still limited ultrastructural information regarding the development. In this study, we examined the structural details of cerebral organoids using various microscopy techniques. Two protocols were chosen as representative methods for the development of brain organoids: the classic whole-cerebral organoid (Whole-CO) culture technique, and the air-liquid interface-cerebral organoid (ALI-CO) culture technique. Immunostained confocal laser scanning microscopy (CLSM) revealed the formation of the CTIP2- and TBR1-positive cortical deep layer on days 90 and 150, depending on the developmental progress of both methods. Furthermore, the presence of astrocytes and oligodendrocytes was verified through immunostained CLSM utilizing two-dimensional and three-dimensional reconstruction images after a 150-day period. Transmission electron microscopy analysis revealed nanometer-resolution details of the cellular organelles and neuron-specific structures including synapses and myelin. Large-area scanning electron microscopy confirmed the well-developed neuronal connectivity from each culture method on day 150. Using those microscopy techniques, we clearly showed significant details within two representative culture protocols, the Whole-CO and ALI-CO culture methods. These multi-level images provide ultrastructural insight into the features of cerebral organoids depending on the developmental stage.
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Affiliation(s)
- Seulgi Noh
- Neural Circuits Research Group, Korea Brain Research Institute (KBRI), Daegu, Korea
- Department of Brain Sciences, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, Korea
| | - Yurim Park
- Neural Circuits Research Group, Korea Brain Research Institute (KBRI), Daegu, Korea
- Department of Biomedical Science, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Beomsue Kim
- Neural Circuits Research Group, Korea Brain Research Institute (KBRI), Daegu, Korea
| | - Ji Young Mun
- Neural Circuits Research Group, Korea Brain Research Institute (KBRI), Daegu, Korea
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Cindrić A, Vučković F, Murray A, Klarić TS, Alić I, Krištić J, Nižetić D, Lauc G. Total cell N-glycosylation is altered during differentiation of induced pluripotent stem cells to neural stem cells and is disturbed by trisomy 21. BBA ADVANCES 2024; 7:100137. [PMID: 39845703 PMCID: PMC11751427 DOI: 10.1016/j.bbadva.2024.100137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Revised: 12/23/2024] [Accepted: 12/27/2024] [Indexed: 01/24/2025] Open
Abstract
Down syndrome (DS), a genetic condition caused by trisomy 21 (T21), manifests various neurological symptoms, including intellectual disability, early neurodegeneration, and early-onset dementia. N-glycosylation is a protein modification that plays a critical role in numerous neurobiological processes and whose dysregulation is associated with a range of neurological disorders. However, whether N-glycosylation of neural glycoproteins is affected in DS has not been studied. To better understand how T21 affects N-glycosylation during neural differentiation, we utilized an isogenic in vitro induced pluripotent stem cell (iPSC) model of T21 in which both T21 and euploid disomic karyotype (D21) clones were obtained from a single individual with mosaic DS. We comprehensively characterized and compared the total N-glycomes of iPSCs and their neural stem cell (NSC) derivatives. N-glycomics analysis of whole cell lysates was performed using liquid chromatography coupled with tandem mass spectrometry to determine N-glycan structures. Our results show that neural differentiation of iPSCs to NSCs is characterized by an increase in the abundance of complex N-glycans at the expense of minimally processed mannosidic N-glycans. Moreover, we found differences in N-glycosylation patterns between D21 and T21 cells. Notably, the abundance of pseudohybrid N-glycans was significantly higher in T21 cells which also exhibited a significantly lower abundance of a specific hybrid monoantennary fucosylated N-glycan (H6N3F1). Overall, our data define the total N-glycome of both D21 and T21 iPSCs and NSCs and show that T21 already impacts N-glycosylation patterns in the stem cell state in a manner consistent with aberrantly premature neural differentiation of T21 cells.
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Affiliation(s)
- Ana Cindrić
- Genos Glycoscience Research Laboratory, 10000 Zagreb, Croatia
| | - Frano Vučković
- Genos Glycoscience Research Laboratory, 10000 Zagreb, Croatia
| | - Aoife Murray
- The Blizard Institute, Barts & The London School of Medicine, Queen Mary University of London, London, E1 2AT, UK
| | | | - Ivan Alić
- Faculty of Veterinary Medicine, University of Zagreb, 10000 Zagreb, Croatia
| | | | - Dean Nižetić
- The Blizard Institute, Barts & The London School of Medicine, Queen Mary University of London, London, E1 2AT, UK
| | - Gordan Lauc
- Genos Glycoscience Research Laboratory, 10000 Zagreb, Croatia
- Faculty of Pharmacy and Biochemistry, University of Zagreb, 10000 Zagreb, Croatia
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Jhanji M, York EM, Lizarraga SB. The power of human stem cell-based systems in the study of neurodevelopmental disorders. Curr Opin Neurobiol 2024; 89:102916. [PMID: 39293245 DOI: 10.1016/j.conb.2024.102916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Revised: 08/20/2024] [Accepted: 08/21/2024] [Indexed: 09/20/2024]
Abstract
Neurodevelopmental disorders (NDDs) affect 15% of children and are usually associated with intellectual disability, seizures, and autistic behaviors, among other neurological presentations. Mutations in a wide spectrum of gene families alter key stages of human brain development, leading to defects in neural circuits or brain architecture. Studies in animal systems have provided important insights into the pathobiology of several NDDs. Human stem cell technologies provide a complementary system that allows functional manipulation of human brain cells during developmental stages that would otherwise be inaccessible during human fetal brain development. Therefore, stem cell-based models advance our understanding of human brain development by revealing human-specific mechanisms contributing to the broad pathogenesis of NDDs. We provide a comprehensive overview of the latest research on two and three-dimensional human stem cell-based models. First, we discuss convergent cellular and molecular phenotypes across different NDDs that have been revealed by human iPSC systems. Next, we examine the contribution of in vitro human neural systems to the development of promising therapeutic strategies. Finally, we explore the potential of stem cell systems to draw mechanistic insight for the study of sex dimorphism within NDDs.
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Affiliation(s)
- Megha Jhanji
- Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence RI 02906, USA; Center for Translational Neuroscience, Carney Brain Institute, Brown University, Providence RI 02906, USA
| | - Elisa M York
- Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence RI 02906, USA; Center for Translational Neuroscience, Carney Brain Institute, Brown University, Providence RI 02906, USA
| | - Sofia B Lizarraga
- Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence RI 02906, USA; Center for Translational Neuroscience, Carney Brain Institute, Brown University, Providence RI 02906, USA.
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Ürel-Demir G, Başer B, Göçmen R, Şimşek-Kiper PÖ, Utine GE, Haliloğlu G. Many Faces of Diencephalic-Mesencephalic Junction Dysplasia Syndrome with GSX2 and PCDH12 Variants. Mol Syndromol 2024; 15:275-283. [PMID: 39119454 PMCID: PMC11305698 DOI: 10.1159/000537831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 02/11/2024] [Indexed: 08/10/2024] Open
Abstract
Introduction Diencephalic-mesencephalic junction dysplasia syndrome is a rare neurogenetic disorder reported to be caused by variants in several genes. Phenotypic presentation is characterized by clinical findings including developmental delay, hypotonia, spasticity, and dyskinetic movements in combination with distinctive imaging features on brain magnetic resonance imaging (MRI). Methods Whole exome sequencing was conducted to unveil the molecular etiology of patients presenting with neurological manifestations from two unrelated families. Results To the best of our knowledge, here we report the third family affected with diencephalic-mesencephalic junction dysplasia caused by a novel variant in GSX2 and two siblings with a PCDH12 variant exhibiting a less severe phenotype. The siblings with a PCDH12 variant were positioned at the milder end of the phenotypic spectrum. Although both exhibited a clinical phenotype resembling cerebral palsy, one showed partial fusion of the hypothalamus and mesencephalon, whereas MRI was unremarkable in the other. Biallelic GSX2 variants have been implicated in basal ganglia agenesis, and similarly, our patients had basal ganglia hypoplasia along with hypothalamic-mesencephalic fusion. Conclusion Identifying variants associated with the syndrome in different genes will contribute to genotype-phenotype correlation.
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Affiliation(s)
- Gizem Ürel-Demir
- Division of Pediatric Genetics, Department of Pediatrics, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Burak Başer
- Department of Medical Genetics, Mersin City Training and Research Hospital, Mersin, Turkey
| | - Rahşan Göçmen
- Department of Radiology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Pelin Özlem Şimşek-Kiper
- Division of Pediatric Genetics, Department of Pediatrics, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Gülen Eda Utine
- Division of Pediatric Genetics, Department of Pediatrics, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Göknur Haliloğlu
- Division of Pediatric Neurology, Department of Pediatrics, Hacettepe University Faculty of Medicine, Ankara, Turkey
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Schroder AL, Fairbanks-Santana M, Rakotomamonjy J, Guemez-Gamboa A. Quantifying differentiation of progenitor populations using cerebral organoid models for neurodevelopmental disorders. STAR Protoc 2024; 5:102904. [PMID: 38427568 PMCID: PMC10918321 DOI: 10.1016/j.xpro.2024.102904] [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: 10/12/2023] [Revised: 12/15/2023] [Accepted: 02/06/2024] [Indexed: 03/03/2024] Open
Abstract
Neurodevelopmental disorders are characterized by complex phenotypes that often result from concomitant dysregulation of cell proliferation, differentiation, or other crucial developmental processes. Here, we present a protocol to quantify differentiation of progenitor populations during early stages of neurogenesis in induced pluripotent stem cell (iPSC)-derived cerebral organoids. We describe steps for organoid differentiation and maturation, sample preparation, immunofluorescence, and imaging and analysis using epifluorescence microscopy. This protocol can be used to compare cerebral organoids from control and patient-derived iPSCs. For complete details on the use and execution of this protocol, please refer to Rakotomamonjy et al. (2023).1.
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Affiliation(s)
- Annika L Schroder
- Department of Neuroscience, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Martin Fairbanks-Santana
- Department of Neuroscience, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Jennifer Rakotomamonjy
- Department of Neuroscience, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Alicia Guemez-Gamboa
- Department of Neuroscience, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
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