Deciphering the gut microbiota's (Coprococcus and Subdoligranulum) impact on depression: Network pharmacology and molecular dynamics simulation

IF 3.3 3区 心理学 Q1 BEHAVIORAL SCIENCES
Sarvesh Sabarathinam
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Abstract

Depression, a prevalent mental health condition, significantly impacts global mental impairment rates. While antidepressants are commonly used, treatment-resistant depression (TRD) poses a challenge. Emerging research highlights the role of the gut microbiota in depression through the gut-brain axis. This study identifies key genes associated with depression influenced by specific gut microbiota, Coprococcus and Subdoligranulum. Using bioinformatics tools, potential targets were elucidated, and molecular docking studies were performed. Furthermore, gene expression analysis identified hub-genes related to depression, intersecting with metabolite targets. Protein-protein interaction analysis revealed pivotal targets such as PTGS2 and MMP9. Molecular docking demonstrated 3-Indolepropionic acid's superior affinity over (R)-3-(4-Hydroxyphenyl)lactate. Physicochemical properties and toxicity profiles were compared, suggesting favorable attributes for 3-Indolepropionic acid. Molecular dynamics simulations confirmed stability and interactions of compounds with target proteins. This comprehensive approach sheds light on the complex interplay between gut microbiota, genes, and depression, emphasizing the potential for microbiota-targeted interventions in mental health management.

Abstract Image

解读肠道微生物群(Coprococcus 和 Subdoligranulum)对抑郁症的影响:网络药理学与分子动力学模拟
抑郁症是一种普遍存在的精神健康问题,严重影响全球精神损伤率。虽然抗抑郁药是常用药物,但耐药性抑郁症(TRD)的治疗却面临挑战。新近的研究强调了肠道微生物群通过肠道-大脑轴在抑郁症中的作用。这项研究确定了受特定肠道微生物群(Coprococcus 和 Subdoligranulum)影响的与抑郁症相关的关键基因。利用生物信息学工具,阐明了潜在的靶点,并进行了分子对接研究。此外,基因表达分析确定了与抑郁有关的枢纽基因,这些基因与代谢物靶标相互交叉。蛋白质-蛋白质相互作用分析揭示了关键靶点,如 PTGS2 和 MMP9。分子对接表明,3-吲哚丙酸的亲和力优于(R)-3-(4-羟基苯基)乳酸。通过比较理化性质和毒性特征,3-吲哚丙酸具有良好的属性。分子动力学模拟证实了化合物的稳定性以及与目标蛋白质的相互作用。这种综合方法揭示了肠道微生物群、基因和抑郁症之间复杂的相互作用,强调了以微生物群为目标的干预措施在心理健康管理方面的潜力。
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来源期刊
CiteScore
6.40
自引率
2.80%
发文量
122
审稿时长
38 days
期刊介绍: Pharmacology Biochemistry & Behavior publishes original reports in the areas of pharmacology and biochemistry in which the primary emphasis and theoretical context are behavioral. Contributions may involve clinical, preclinical, or basic research. Purely biochemical or toxicology studies will not be published. Papers describing the behavioral effects of novel drugs in models of psychiatric, neurological and cognitive disorders, and central pain must include a positive control unless the paper is on a disease where such a drug is not available yet. Papers focusing on physiological processes (e.g., peripheral pain mechanisms, body temperature regulation, seizure activity) are not accepted as we would like to retain the focus of Pharmacology Biochemistry & Behavior on behavior and its interaction with the biochemistry and neurochemistry of the central nervous system. Papers describing the effects of plant materials are generally not considered, unless the active ingredients are studied, the extraction method is well described, the doses tested are known, and clear and definite experimental evidence on the mechanism of action of the active ingredients is provided.
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