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West NR, Arachchilage KH, Knaack S, Hosseini M, Risgaard RD, MacGregor S, Kumarage P, Martinez JL, Wang D, Sousa AM, Bhattacharyya A. Single-nucleus analysis reveals dysregulated oxidative phosphorylation in Down syndrome basal forebrain at birth. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.05.636750. [PMID: 39975363 PMCID: PMC11839037 DOI: 10.1101/2025.02.05.636750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
INTRODUCTION Basal forebrain cholinergic neurons (BFCNs) are integral to learning, attention, and memory, and are prone to degeneration in Down syndrome (DS), Alzheimer's disease, and other neurodegenerative diseases. However, the mechanisms that lead to degeneration of these neurons are not known. METHODS Single-nuclei gene expression and ATAC sequencing were performed on postmortem human basal forebrain from unaffected control and DS tissue samples at 0-2 years of age (n=4 each). RESULTS Sequencing analysis of postmortem human basal forebrain identifies gene expression differences in early postnatal DS early in life. Genes encoding proteins associated with energy metabolism pathways, specifically oxidative phosphorylation and glycolysis, and genes encoding antioxidant enzymes are upregulated in DS BFCNs. DISCUSSION Multiomic analyses reveal that energy metabolism may be disrupted in DS BFCNs by birth. Increased oxidative phosphorylation and the accumulation of reactive oxygen species byproducts may be early contributors to DS BFCN neurodegeneration.
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Affiliation(s)
- Nicole R. West
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI 53705
- Cellular and Molecular Biology Graduate Program, University of Wisconsin-Madison, Bock Labs Room 413, 1525 Linden Dr., Madison, WI 53706
| | | | - Sara Knaack
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI 53705
| | - Masoumeh Hosseini
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI 53705
| | - Ryan D. Risgaard
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI 53705
- Cellular and Molecular Biology Graduate Program, University of Wisconsin-Madison, Bock Labs Room 413, 1525 Linden Dr., Madison, WI 53706
| | - Shawn MacGregor
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI 53705
| | - Pubudu Kumarage
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI 53705
| | - Jose L. Martinez
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI 53705
| | - Daifeng Wang
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI 53705
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison School of Medicine and Public Health, WARF Room 201, 610 Walnut St., Madison, WI 53726
| | - Andre M.M. Sousa
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI 53705
- Department of Neuroscience, University of Wisconsin-Madison School of Medicine and Public Health, WIMR II Room 5505, 1111 Highland Ave., Madison, WI 53705
| | - Anita Bhattacharyya
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI 53705
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison School of Medicine and Public Health, WIMR II Room 4403, 1111 Highland Ave., Madison, WI 53705
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Russo ML, Sousa AMM, Bhattacharyya A. Consequences of trisomy 21 for brain development in Down syndrome. Nat Rev Neurosci 2024; 25:740-755. [PMID: 39379691 PMCID: PMC11834940 DOI: 10.1038/s41583-024-00866-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/09/2024] [Indexed: 10/10/2024]
Abstract
The appearance of cognitive deficits and altered brain morphology in newborns with Down syndrome (DS) suggests that these features are driven by disruptions at the earliest stages of brain development. Despite its high prevalence and extensively characterized cognitive phenotypes, relatively little is known about the cellular and molecular mechanisms that drive the changes seen in DS. Recent technical advances, such as single-cell omics and the development of induced pluripotent stem cell (iPSC) models of DS, now enable in-depth analyses of the biochemical and molecular drivers of altered brain development in DS. Here, we review the current state of knowledge on brain development in DS, focusing primarily on data from human post-mortem brain tissue. We explore the biological mechanisms that have been proposed to lead to intellectual disability in DS, assess the extent to which data from studies using iPSC models supports these hypotheses, and identify current gaps in the field.
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Affiliation(s)
- Matthew L Russo
- Waisman Center, University of Wisconsin-Madison, Madison, WI, USA
| | - André M M Sousa
- Waisman Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Neuroscience, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Anita Bhattacharyya
- Waisman Center, University of Wisconsin-Madison, Madison, WI, USA.
- Department of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
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Martinez JL, Piciw JG, Crockett M, Sorci IA, Makwana N, Sirois CL, Giffin-Rao Y, Bhattacharyya A. Transcriptional consequences of trisomy 21 on neural induction. Front Cell Neurosci 2024; 18:1341141. [PMID: 38357436 PMCID: PMC10865501 DOI: 10.3389/fncel.2024.1341141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 01/08/2024] [Indexed: 02/16/2024] Open
Abstract
Introduction Down syndrome, caused by trisomy 21, is a complex developmental disorder associated with intellectual disability and reduced growth of multiple organs. Structural pathologies are present at birth, reflecting embryonic origins. A fundamental unanswered question is how an extra copy of human chromosome 21 contributes to organ-specific pathologies that characterize individuals with Down syndrome, and, relevant to the hallmark intellectual disability in Down syndrome, how trisomy 21 affects neural development. We tested the hypothesis that trisomy 21 exerts effects on human neural development as early as neural induction. Methods Bulk RNA sequencing was performed on isogenic trisomy 21 and euploid human induced pluripotent stem cells (iPSCs) at successive stages of neural induction: embryoid bodies at Day 6, early neuroectoderm at Day 10, and differentiated neuroectoderm at Day 17. Results Gene expression analysis revealed over 1,300 differentially expressed genes in trisomy 21 cells along the differentiation pathway compared to euploid controls. Less than 5% of the gene expression changes included upregulated chromosome 21 encoded genes at every timepoint. Genes involved in specific growth factor signaling pathways (WNT and Notch), metabolism (including oxidative stress), and extracellular matrix were altered in trisomy 21 cells. Further analysis uncovered heterochronic expression of genes. Conclusion Trisomy 21 impacts discrete developmental pathways at the earliest stages of neural development. The results suggest that metabolic dysfunction arises early in embryogenesis in trisomy 21 and may affect development and function more broadly.
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Affiliation(s)
- José L. Martinez
- Waisman Center, University of Wisconsin-Madison, Madison, WI, United States
- Cellular and Molecular Biology Graduate Program, University of Wisconsin-Madison, Madison, WI, United States
| | - Jennifer G. Piciw
- Waisman Center, University of Wisconsin-Madison, Madison, WI, United States
- Cellular and Molecular Biology Graduate Program, University of Wisconsin-Madison, Madison, WI, United States
- Medical Scientist Training Program, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - Madeline Crockett
- Waisman Center, University of Wisconsin-Madison, Madison, WI, United States
| | - Isabella A. Sorci
- Waisman Center, University of Wisconsin-Madison, Madison, WI, United States
| | - Nikunj Makwana
- Waisman Center, University of Wisconsin-Madison, Madison, WI, United States
| | - Carissa L. Sirois
- Waisman Center, University of Wisconsin-Madison, Madison, WI, United States
| | | | - Anita Bhattacharyya
- Waisman Center, University of Wisconsin-Madison, Madison, WI, United States
- Department of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
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