βIV spectrin abundancy, cellular distribution and sensitivity to AKT/GSK3 regulation in schizophrenia

IF 10.1 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Molecular Psychiatry Pub Date : 2025-02-07 DOI:10.1038/s41380-025-02917-1
Jessica Di Re, Michela Marini, Syed Ibrar Hussain, Aditya K. Singh, Akshaya Venkatesh, Musaad A. Alshammari, Tahani K. Alshammari, Abdul-Rizaq Ali Hamoud, Ali Sajid Imami, Zahra Haghighijoo, Nickolas Fularcyzk, Laura Stertz, Derek Hawes, Angela Mosebarger, Jordan Jernigan, Claire Chaljub, Ralda Nehme, Consuelo Walss-Bass, Anton Schulmann, Marquis P. Vawter, Robert McCullumsmith, Robert D. Damoiseaux, Agenor Limon, Demetrio Labate, Michael F. Wells, Fernanda Laezza
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Abstract

Schizophrenia (SCZ) is a complex psychiatric disorder with unclear biological mechanisms. Spectrins, cytoskeletal proteins linked to neurodevelopmental disorders, are regulated by the AKT/GSK3 pathway, which is implicated in SCZ. However, the impact of SCZ-related dysregulation of this pathway on spectrin expression and distribution remains unexplored. Here, we show that βIV spectrin protein levels were reduced in neurons of the dorsolateral prefrontal cortex in SCZ postmortem samples compared to healthy control (HC) from the Human Brain Collection Core (HBCC). To investigate potential links between βIV spectrin and the AKT/GSK3 pathway, we analyzed the PsychEncode dataset, revealing elevated SPTBN4 and AKT2 mRNA levels with correlated gene transcription in both HCs and individuals with SCZ. Next, computational tools were employed to identify potential AKT and GSK3 phosphorylation sites on βIV spectrin, and two GSK3 sites were validated through in vitro assays. To assess whether βIV spectrin distribution and sensitivity to AKT/GSK3 are altered in SCZ, we used iPSC-derived neurons from two independent cohorts of patients with significantly increased familial genetic risk for the disorder. Alteration in βIV spectrin levels and sensitivity to AKT/GSK3 inhibitors were consistently observed across both cohorts. Importantly, a Random Forest classifier applied to βIV spectrin imaging achieved up to 98% accuracy in classifying cells by diagnosis in postmortem samples, and by diagnosis or diagnosis × perturbation in iPSC samples. These findings reveal altered βIV spectrin levels and AKT/GSK3 sensitivity in SCZ, identifying βIV spectrin image-based endophenotypes as robust, generalizable predictive biomarkers of SCZ, with the potential for scalable clinical applications.

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βIV谱蛋白丰度、细胞分布及对AKT/GSK3调控的敏感性
精神分裂症(SCZ)是一种复杂的精神疾病,生物学机制尚不清楚。Spectrins是一种与神经发育障碍相关的细胞骨架蛋白,受AKT/GSK3通路调控,该通路与SCZ有关。然而,scz相关的通路失调对spectrin表达和分布的影响尚不清楚。在这里,我们发现,与来自人脑采集核心(HBCC)的健康对照(HC)相比,SCZ死后样本中背外侧前额皮质神经元中的βIV谱蛋白水平降低。为了研究βIV谱蛋白与AKT/GSK3通路之间的潜在联系,我们分析了PsychEncode数据集,发现在hcc和SCZ患者中,SPTBN4和AKT2 mRNA水平升高,并伴有相关基因转录。接下来,利用计算工具识别βIV谱蛋白上潜在的AKT和GSK3磷酸化位点,并通过体外实验验证两个GSK3位点。为了评估βIV谱蛋白分布和对AKT/GSK3的敏感性是否在SCZ中改变,我们使用了来自两个独立队列的ipsc衍生神经元,这些患者的家族遗传风险显著增加。在两个队列中均观察到βIV谱蛋白水平和对AKT/GSK3抑制剂敏感性的改变。重要的是,应用于βIV光谱成像的随机森林分类器通过死后样本的诊断和iPSC样本的诊断或诊断×扰动对细胞进行分类,准确率高达98%。这些发现揭示了βIV光谱蛋白水平和AKT/GSK3敏感性在SCZ中的改变,确定了基于βIV光谱蛋白图像的内表型是SCZ的强大的、可推广的预测性生物标志物,具有可扩展的临床应用潜力。
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来源期刊
Molecular Psychiatry
Molecular Psychiatry 医学-精神病学
CiteScore
20.50
自引率
4.50%
发文量
459
审稿时长
4-8 weeks
期刊介绍: Molecular Psychiatry focuses on publishing research that aims to uncover the biological mechanisms behind psychiatric disorders and their treatment. The journal emphasizes studies that bridge pre-clinical and clinical research, covering cellular, molecular, integrative, clinical, imaging, and psychopharmacology levels.
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