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Ye F, Huang Y, Li N, Hao L, Deng J, Li S, Yue J, Yu F, Hu X. Morphological alterations and gene expression levels in the cerebral cortex causally influence susceptibility to type 2 diabetes: A Mendelian randomization study. Exp Gerontol 2025; 206:112789. [PMID: 40398530 DOI: 10.1016/j.exger.2025.112789] [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: 07/27/2024] [Revised: 04/07/2025] [Accepted: 05/18/2025] [Indexed: 05/23/2025]
Abstract
BACKGROUND The associations between type 2 diabetes (T2D) and neurological as well as psychiatric disorders have garnered growing interest. Previous evidence has indicated a correlation between the cerebral cortex and these conditions. However, the causal direction between the cerebral cortex and T2D remains ambiguous. METHODS We conducted a cerebral cortex-focused systematic Mendelian randomization (MR) study based on multiple data sourced from genome-wide association studies and expression quantitative trait locus. RESULTS The surficial area (SA) of Pars Opercularis and the thickness (TH) of the Supramarginal gyrus were found as significant contributors to the risk of T2D. Conversely, thickening in the Precentral area, Caudal Anterior Cingulate cortex, and banks of the Superior Temporal Sulcus, as well as SA amplification of the Precentral area, were associated with a reduced risk of T2D. There was no evidence of reverse causation. These alterations also have an impact on susceptibility to T2D complications. Combining the summary-data-based MR (SMR) analysis and colocalization analysis, we prioritized the expression of three causal genes in the cerebral cortex with genetic evidence for influencing T2D susceptibility. Elevated expression levels of NUDC and PACC1 increased susceptibility to T2D, whereas RAB29 expression exhibits an inverse association with T2D susceptibility. Mediation MR analysis revealed that TH of the Banks of the Superior Temporal Sulcus, SA of Precentral area, SA of Pars Opercularis, and SA of Supramarginal gyrus mediated the effect of RAB29 on T2D. Cross-tissue colocalization analysis demonstrated that the expression pattern of NUDC displayed brain tissue specificity. PACC1 and RAB29 also exhibited colocalization signals in several specific tissues beyond brain tissue. The phenome-wide association study suggested that these genes underscore the shared genetic burden of T2D with a range of disease phenotypes including mental disorders, cardiovascular disease, and malignancies. CONCLUSIONS These findings underscore the novel role of the central nervous system in genetic liability to T2D and provide valuable clues for future mechanism studies.
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Affiliation(s)
- Fanghang Ye
- Department of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China; Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Yucheng Huang
- Department of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China; Department of Rheumatology and Immunology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Na Li
- Department of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China; Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Liyuan Hao
- Department of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China; Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Jiali Deng
- Department of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China; Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Shenghao Li
- Department of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China; Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Jiayun Yue
- Department of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China; Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Fei Yu
- Department of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China; Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Xiaoyu Hu
- Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
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Hara Y, Katsuyama T, Fukaya M, Sugawara T, Shiroshima T, Sadakata T, Osumi N, Sakagami H. ADP Ribosylation Factor 4 (Arf4) Regulates Radial Migration through N-Cadherin Trafficking during Cerebral Cortical Development. eNeuro 2023; 10:ENEURO.0125-23.2023. [PMID: 37848288 PMCID: PMC10630928 DOI: 10.1523/eneuro.0125-23.2023] [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: 04/19/2023] [Revised: 09/28/2023] [Accepted: 10/05/2023] [Indexed: 10/19/2023] Open
Abstract
During the development of the cerebral cortex, N-cadherin plays a crucial role in facilitating radial migration by enabling cell-to-cell adhesion between migrating neurons and radial glial fibers or Cajar-Reztius cells. ADP ribosylation factor 4 (Arf4) and Arf5, which belong to the Class II Arf small GTPase subfamily, control membrane trafficking in the endocytic and secretory pathways. However, their specific contribution to cerebral cortex development remains unclear. In this study, we sought to investigate the functional involvement of Class II Arfs in radial migration during the layer formation of the cerebral cortex using mouse embryos and pups. Our findings indicate that knock-down of Arf4, but not Arf5, resulted in the stalling of transfected neurons with disorientation of the Golgi in the upper intermediate zone (IZ) and reduction in the migration speed in both the IZ and cortical plate (CP). Migrating neurons with Arf4 knock-down exhibited cytoplasmic accumulation of N-cadherin, along with disturbed organelle morphology and distribution. Furthermore, supplementation of exogenous N-cadherin partially rescued the migration defect caused by Arf4 knock-down. In conclusion, our results suggest that Arf4 plays a crucial role in regulating radial migration via N-cadherin trafficking during cerebral cortical development.
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Affiliation(s)
- Yoshinobu Hara
- Department of Anatomy, Kitasato University School of Medicine, Sagamihara, Kanagawa 252-0374, Japan
| | - Takehiko Katsuyama
- Department of Anatomy, Kitasato University School of Medicine, Sagamihara, Kanagawa 252-0374, Japan
| | - Masahiro Fukaya
- Department of Anatomy, Kitasato University School of Medicine, Sagamihara, Kanagawa 252-0374, Japan
| | - Takeyuki Sugawara
- Department of Anatomy, Kitasato University School of Medicine, Sagamihara, Kanagawa 252-0374, Japan
| | - Tomoko Shiroshima
- Department of Anatomy, Kitasato University School of Medicine, Sagamihara, Kanagawa 252-0374, Japan
| | - Tetsushi Sadakata
- Education and Research Support Center, Gunma University Graduate School of Medicine, Maebashi, Gunma 371-8511, Japan
| | - Noriko Osumi
- Department of Developmental Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Miyagi 980-8575, Japan
| | - Hiroyuki Sakagami
- Department of Anatomy, Kitasato University School of Medicine, Sagamihara, Kanagawa 252-0374, Japan
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KIF5C deficiency causes abnormal cortical neuronal migration, dendritic branching, and spine morphology in mice. Pediatr Res 2022; 92:995-1002. [PMID: 34966180 DOI: 10.1038/s41390-021-01922-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 11/18/2021] [Accepted: 12/13/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND Malformation of cortical development (MCD) includes a variety of developmental disorders that are common causes of neurodevelopmental delay and epilepsy. Most recently, clinical studies found that patients carrying KIF5C mutations present early-onset MCD; however, the underlying mechanisms remain elusive. METHODS KIF5C expression level was examined in mouse primary cortical neurons and human ips-derived forebrain organoids. We studied the cortical neuronal migration, dendritic branching, and dendritic spine growth after knocking down the KIF5C gene by electroporation in vitro and in vivo. Then, we studied the transcriptome differences between the knockdown and control groups through RNA sequencing. RESULTS We observed high KIF5C expression in neurons during the early developmental stage in mice and the human brain. Kif5c deficiency results in disturbed cortical neuronal migration, dendritic, and spine growth. Finally, we found that Kif5c knockdown affected several genes associated with cortical neuronal development in vitro. CONCLUSIONS These results suggested a critical role for Kif5c in cortical development, providing insights into underlying pathogenic factors of kinesins in MCD. IMPACT KIF5C mutation-related MCD might be caused by abnormal early cortical neuronal development. Kif5c deficiency led to abnormal cortical neuronal dendritic and spine growth and neuronal migration. Our findings explain how Kif5c deficiency is involved in the aberrant development of cortical neurons and provide a new perspective for the pathology of MCD.
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Hirota Y, Nakajima K. VLDLR is not essential for reelin-induced neuronal aggregation but suppresses neuronal invasion into the marginal zone. Development 2020; 147:147/12/dev189936. [PMID: 32540847 DOI: 10.1242/dev.189936] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 04/26/2020] [Indexed: 11/20/2022]
Abstract
In the developing neocortex, radially migrating neurons stop migration and form layers beneath the marginal zone (MZ). Reelin plays essential roles in these processes via its receptors, apolipoprotein E receptor 2 (ApoER2) and very low density lipoprotein receptor (VLDLR). Although we recently reported that reelin causes neuronal aggregation via ApoER2, which is thought to be important for the subsequent layer formation, it remains unknown what effect reelin exerts via the VLDLR. Here, we found that ectopic reelin overexpression in the Vldlr-mutant mouse cortex causes neuronal aggregation, but without an MZ-like cell-sparse central region that is formed when reelin is overexpressed in the normal cortex. We also found that both the early-born and late-born Vldlr-deficient neurons invade the MZ and exhibit impaired dendrite outgrowth from before birth. Rescue experiments indicate that VLDLR suppresses neuronal invasion into the MZ via a cell-autonomous mechanism, possibly mediated by Rap1, integrin and Akt. These results suggest that VLDLR is not a prerequisite for reelin-induced neuronal aggregation and that the major role of VLDLR is to suppress neuronal invasion into the MZ during neocortical development.
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Affiliation(s)
- Yuki Hirota
- Department of Anatomy, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Kazunori Nakajima
- Department of Anatomy, Keio University School of Medicine, Tokyo 160-8582, Japan
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Mégret L, Nair SS, Dancourt J, Aaronson J, Rosinski J, Neri C. Combining feature selection and shape analysis uncovers precise rules for miRNA regulation in Huntington's disease mice. BMC Bioinformatics 2020; 21:75. [PMID: 32093602 PMCID: PMC7041117 DOI: 10.1186/s12859-020-3418-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 02/17/2020] [Indexed: 12/12/2022] Open
Abstract
Background MicroRNA (miRNA) regulation is associated with several diseases, including neurodegenerative diseases. Several approaches can be used for modeling miRNA regulation. However, their precision may be limited for analyzing multidimensional data. Here, we addressed this question by integrating shape analysis and feature selection into miRAMINT, a methodology that we used for analyzing multidimensional RNA-seq and proteomic data from a knock-in mouse model (Hdh mice) of Huntington’s disease (HD), a disease caused by CAG repeat expansion in huntingtin (htt). This dataset covers 6 CAG repeat alleles and 3 age points in the striatum and cortex of Hdh mice. Results Remarkably, compared to previous analyzes of this multidimensional dataset, the miRAMINT approach retained only 31 explanatory striatal miRNA-mRNA pairs that are precisely associated with the shape of CAG repeat dependence over time, among which 5 pairs with a strong change of target expression levels. Several of these pairs were previously associated with neuronal homeostasis or HD pathogenesis, or both. Such miRNA-mRNA pairs were not detected in cortex. Conclusions These data suggest that miRNA regulation has a limited global role in HD while providing accurately-selected miRNA-target pairs to study how the brain may compute molecular responses to HD over time. These data also provide a methodological framework for researchers to explore how shape analysis can enhance multidimensional data analytics in biology and disease.
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Affiliation(s)
- Lucile Mégret
- Sorbonne Université, CNRS UMR8256, INSERM ERL U1164, Brain-C Lab, Paris, France.
| | | | - Julia Dancourt
- Sorbonne Université, CNRS UMR8256, INSERM ERL U1164, Brain-C Lab, Paris, France
| | | | | | - Christian Neri
- Sorbonne Université, CNRS UMR8256, INSERM ERL U1164, Brain-C Lab, Paris, France.
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The Reeler Mouse: A Translational Model of Human Neurological Conditions, or Simply a Good Tool for Better Understanding Neurodevelopment? J Clin Med 2019; 8:jcm8122088. [PMID: 31805691 PMCID: PMC6947477 DOI: 10.3390/jcm8122088] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 11/26/2019] [Accepted: 11/28/2019] [Indexed: 12/25/2022] Open
Abstract
The first description of the Reeler mutation in mouse dates to more than fifty years ago, and later, its causative gene (reln) was discovered in mouse, and its human orthologue (RELN) was demonstrated to be causative of lissencephaly 2 (LIS2) and about 20% of the cases of autosomal-dominant lateral temporal epilepsy (ADLTE). In both human and mice, the gene encodes for a glycoprotein referred to as reelin (Reln) that plays a primary function in neuronal migration during development and synaptic stabilization in adulthood. Besides LIS2 and ADLTE, RELN and/or other genes coding for the proteins of the Reln intracellular cascade have been associated substantially to other conditions such as spinocerebellar ataxia type 7 and 37, VLDLR-associated cerebellar hypoplasia, PAFAH1B1-associated lissencephaly, autism, and schizophrenia. According to their modalities of inheritances and with significant differences among each other, these neuropsychiatric disorders can be modeled in the homozygous (reln−/−) or heterozygous (reln+/−) Reeler mouse. The worth of these mice as translational models is discussed, with focus on their construct and face validity. Description of face validity, i.e., the resemblance of phenotypes between the two species, centers onto the histological, neurochemical, and functional observations in the cerebral cortex, hippocampus, and cerebellum of Reeler mice and their human counterparts.
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