Transcriptomics Insights into Targeting CK2 Complex in Cryptococcus neoformans: Implications for Large-Scale Antifungal Virtual Screening.

Q3 Medicine
Current Medical Mycology Pub Date : 2024-12-09 eCollection Date: 2024-01-01 DOI:10.22034/cmm.2024.345250.1548
Fadia Falah Hassan, Mohammed Hussein Mushrif, Mohammed F Hamdi, Ahmed AbdulJabbar Suleiman
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引用次数: 0

Abstract

Background and purpose: Cryptococcus neoformans is a pathogenic fungus that causes fungal meningitis and other infections in immunocompromised patients. The casein kinase 2 (Ck2) complex regulates cellular processes. This study provides transcriptomics and functional insights into the Ck2 complex and other pathogenic proteins of Cryptococcus neoformans as therapeutic targets.

Materials and methods: The study used computational methods to explore the transcriptomic and functional aspects of the Ck2 complex and other pathogenic proteins in Cryptococcus neoformans. RNA-sequencing analysis of control and experimental cell cultures under three different conditions (cka1Δ mutant vs wild, ckaΔ, ckb1Δ, ckb2Δ [triple] mutants vs wild, and wild vs all mutants) was performed, followed by the STRING analysis of the dysregulated genes to identify the protein-protein interactions, while Cytoscape was used to identify the hub genes in all three conditions.

Results: The RNA-sequencing analysis resulted in various dysregulated genes such as 936 (cka1Δ mutant vs wild), 1154 (triple vs wild), and 1159 (wild vs all mutants). Cellular components, molecular functions, and KEGG pathways in three conditions. The hub genes that elevated the most, Q5KFT2_CRYNJ, ARO1_CRYNJ, Q5KL19_CRYNJ, Q5KC42_CRYNJ, Q5KNI6_CRYNJ, Q5KCS1_CRYNJ, Q5KNH2_CRYNJ, Q5KA46_CRYNJ, Q5KEV1_CRYNJ, Q5KFT0_CRYNJ, Q5KAB9_CRYNJ, Q5KN73_CRYNJ, Q5KLJ6_CRYNJ, and Q5KHQ2_CRYNJ, were selected for FDA-approved drugs screening using GNINA, resulting in three potential drugs (amphotericin B, idarubicin, and candicidin) for respective proteins.

Conclusions: The Ck2 complex in C. neoformans regulates cellular processes, including proliferation and apoptosis. Disruption of this complex affects cellular functions. This study identifies deletion mutations and pathogenic proteins, revealing top-performing drugs. Further clinical investigations are needed to confirm these findings.

在新型隐球菌中靶向CK2复合体的转录组学见解:对大规模抗真菌虚拟筛选的意义。
背景与目的:新型隐球菌是一种致病性真菌,可引起免疫功能低下患者的真菌性脑膜炎和其他感染。酪蛋白激酶2 (Ck2)复合物调节细胞过程。这项研究提供了转录组学和功能的见解,Ck2复合体和其他致病蛋白的新型隐球菌作为治疗靶点。材料和方法:本研究使用计算方法探索新型隐球菌Ck2复合物和其他致病蛋白的转录组学和功能方面。对三种不同条件下(cka1Δ突变体vs野生型,ckaΔ, ckb1Δ, ckb2Δ[三重]突变体vs野生型,野生型vs所有突变体)的对照和实验细胞培养物进行rna测序分析,然后对失调基因进行STRING分析以鉴定蛋白-蛋白相互作用,同时使用Cytoscape鉴定所有三种条件下的中心基因。结果:rna测序分析发现了多种失调基因,如936 (cka1Δ突变体vs野生体)、1154(三重突变体vs野生体)和1159(野生体vs所有突变体)。三种情况下的细胞成分、分子功能和KEGG通路。选择表达最多的中心基因Q5KFT2_CRYNJ、ARO1_CRYNJ、Q5KL19_CRYNJ、Q5KC42_CRYNJ、q5kkni6_crynj、Q5KCS1_CRYNJ、Q5KNH2_CRYNJ、Q5KA46_CRYNJ、Q5KEV1_CRYNJ、Q5KFT0_CRYNJ、Q5KAB9_CRYNJ、Q5KN73_CRYNJ、Q5KLJ6_CRYNJ和Q5KHQ2_CRYNJ,使用GNINA进行药物筛选,得到3种潜在药物(amphotericin B、idarubicin和candicidin)。结论:新生C.的Ck2复合物调节细胞过程,包括增殖和凋亡。这种复合物的破坏会影响细胞功能。这项研究鉴定了缺失突变和致病蛋白,揭示了最有效的药物。需要进一步的临床研究来证实这些发现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Current Medical Mycology
Current Medical Mycology Medicine-Infectious Diseases
CiteScore
2.10
自引率
0.00%
发文量
16
审稿时长
4 weeks
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