Genetic mechanisms of hemispheric functional connectivity in diabetic retinopathy: a joint neuroimaging and transcriptomic study.

IF 4.6 2区 生物学 Q2 CELL BIOLOGY
Frontiers in Cell and Developmental Biology Pub Date : 2025-05-06 eCollection Date: 2025-01-01 DOI:10.3389/fcell.2025.1590627
Xin Huang, Yu-Xuan He, Song Wan
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引用次数: 0

Abstract

Background: DR represents a major cause of global vision loss; however, the genetic basis of functional homotopy,a critical neurobiological metric reflecting interhemispheric functional synchronization, remains largely unexplored. Emerging evidence suggests that DR patients exhibiting aberrant VMHC may potentially associate with distinct transcriptional profiles. These findings could provide novel mechanistic insights into the neuropathological substrates underlying DR-related visual and cognitive dysfunction.

Methods: Resting-state fMRI data from 46 DR patients and 43 HCs were analyzed to compute VMHC for assessing interhemispheric functional connectivity. Spatial transcriptomic-neuroimaging associations were examined using AHBA, revealing genes significantly correlated with VMHC alterations. Subsequent analyses included functional enrichment assessment and PPI network construction.

Results: DR patients demonstrated significantly lower VMHC in bilateral LING, PoCG, and PreCG versus controls, indicating impaired interhemispheric connectivity in visual-sensorimotor networks. VMHC variations spatially correlated with 4,000 genes (2,000 positive/negative each), enriched in transcriptional regulation, mitochondrial function, synaptic activity (BP/CC/MF), and lipid metabolism/N-glycan biosynthesis (KEGG). PPI network identified hub genes (ACTB/MRPL9/MRPS6,positive; H4C6/NDUFAB1/H3C12,negative) regulating mitochondrial dynamics, cytoskeleton, and epigenetics.

Conclusion: This study represents the first integration of fMRI and transcriptomics to elucidate the genetic determinants underlying VMHC disruption in DR. The findings demonstrate that impaired interhemispheric connectivity in DR involves complex interactions among genes regulating neurovascular, metabolic, and neurodegenerative pathways. These results significantly advance the understanding of neurological manifestations in DR and identify potential therapeutic targets for clinical intervention.

糖尿病视网膜病变中半球功能连接的遗传机制:一项联合神经影像学和转录组学研究。
背景:DR是全球视力丧失的一个主要原因;然而,功能同伦的遗传基础,反映半球间功能同步的关键神经生物学指标,在很大程度上仍未被探索。新出现的证据表明,表现出异常VMHC的DR患者可能与不同的转录谱有关。这些发现可以为dr相关的视觉和认知功能障碍的神经病理基础提供新的机制见解。方法:分析46例DR患者和43例hc患者的静息状态fMRI数据,计算VMHC以评估半球间功能连通性。使用AHBA检测空间转录组-神经影像学关联,揭示与VMHC改变显著相关的基因。随后的分析包括功能富集评估和PPI网络构建。结果:与对照组相比,DR患者双侧LING、PoCG和PreCG的VMHC明显降低,表明视觉-感觉-运动网络的半球间连通性受损。VMHC变异在空间上与4000个基因相关(每个基因有2000个阳性/阴性),富集于转录调控、线粒体功能、突触活性(BP/CC/MF)和脂质代谢/n -聚糖生物合成(KEGG)。PPI网络鉴定中心基因(ACTB/MRPL9/MRPS6,阳性;H4C6/NDUFAB1/H3C12,阴性)调节线粒体动力学、细胞骨架和表观遗传学。结论:本研究首次整合了fMRI和转录组学来阐明DR中VMHC破坏的遗传决定因素。研究结果表明,DR中半球间连通性受损涉及调节神经血管、代谢和神经退行性通路的基因之间的复杂相互作用。这些结果显著促进了对DR神经学表现的认识,并确定了临床干预的潜在治疗靶点。
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来源期刊
Frontiers in Cell and Developmental Biology
Frontiers in Cell and Developmental Biology Biochemistry, Genetics and Molecular Biology-Cell Biology
CiteScore
9.70
自引率
3.60%
发文量
2531
审稿时长
12 weeks
期刊介绍: Frontiers in Cell and Developmental Biology is a broad-scope, interdisciplinary open-access journal, focusing on the fundamental processes of life, led by Prof Amanda Fisher and supported by a geographically diverse, high-quality editorial board. The journal welcomes submissions on a wide spectrum of cell and developmental biology, covering intracellular and extracellular dynamics, with sections focusing on signaling, adhesion, migration, cell death and survival and membrane trafficking. Additionally, the journal offers sections dedicated to the cutting edge of fundamental and translational research in molecular medicine and stem cell biology. With a collaborative, rigorous and transparent peer-review, the journal produces the highest scientific quality in both fundamental and applied research, and advanced article level metrics measure the real-time impact and influence of each publication.
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