Guo Xianfeng, Zhang Xuchao, Li Min, Peng Yuanliang, Wang Zi, Liu Jing
Department of Hematology, The Second Xiangya Hospital, Molecular Biology Research Center, Center for Medical Genetics, School of Life Sciences, Hunan Province Key Laboratory of Basic and Applied Hematology, Central South University, Changsha, China.
Department of medical laboratory college, Changsha Medical University, Changsha, China.
Front Physiol. 2024 Aug 23;15:1452558. doi: 10.3389/fphys.2024.1452558. eCollection 2024.
β-thalassemia (β-TH) is a hereditary hemolytic anemia that results in deficient hemoglobin (Hb) synthesis. It is characterized by ineffective erythropoiesis, anemia, splenomegaly, and systemic iron overload. Exploration new potential biomarkers and drug candidates is important to facilitate the prevention and treatment of β-TH.
We applied quasi-targeted metabolomics between wild type (Wt) and heterozygous β-TH mice (Th3/+), a model of non-transfusion-dependent β-TH intermedia, in plasma and peripheral blood (PB) cells. Futher data was deeply mined by Kyoto Encyclopedia of Genomes (KEGG) and machine algorithms methods.
Using KEGG enrichment analysis, we found that taurine and hypotaurine metabolism disorders in plasma and alanine, aspartate and glutamate metabolism disorders in PB cells. After systematically anatomize the metabolites by machine algorithms, we confirmed that alpha-muricholic acid and N-acetyl-DL-phenylalanine in plasma and Dl-3-hydroxynorvaline, O-acetyl-L-serine, H-abu-OH, S-(Methyl) glutathione, sepiapterin, and imidazoleacetic acid in PB cells play key roles in predicting the occurrence of β-TH. Furthermore, Sepiapterin, Imidazoleacetic acid, Methyl alpha-D-glucopyranoside and alpha-ketoglutaric acid have a good binding capacity to hemoglobin E through molecular docking and are considered to be potential drug candidates for β-TH.
Those results may help in identify useful molecular targets in the diagnosis and treatment of β-TH and lays a strong foundation for further research.
β地中海贫血(β-TH)是一种遗传性溶血性贫血,导致血红蛋白(Hb)合成不足。其特征为无效造血、贫血、脾肿大和全身铁过载。探索新的潜在生物标志物和候选药物对于促进β-TH的预防和治疗具有重要意义。
我们在野生型(Wt)和杂合β-TH小鼠(Th3/+)(一种非输血依赖型β-TH中间型模型)的血浆和外周血(PB)细胞中应用了准靶向代谢组学。通过京都基因与基因组百科全书(KEGG)和机器学习算法方法对进一步的数据进行了深入挖掘。
通过KEGG富集分析,我们发现血浆中牛磺酸和亚牛磺酸代谢紊乱,PB细胞中丙氨酸、天冬氨酸和谷氨酸代谢紊乱。通过机器学习算法对代谢物进行系统剖析后,我们证实血浆中的α-鼠胆酸和N-乙酰-DL-苯丙氨酸以及PB细胞中的Dl-3-羟基正缬氨酸、O-乙酰-L-丝氨酸、H-abu-OH、S-(甲基)谷胱甘肽、蝶酰三谷氨酸和咪唑乙酸在预测β-TH的发生中起关键作用。此外,蝶酰三谷氨酸、咪唑乙酸、甲基-α-D-吡喃葡萄糖苷和α-酮戊二酸通过分子对接对血红蛋白E具有良好的结合能力,被认为是β-TH的潜在候选药物。
这些结果可能有助于识别β-TH诊断和治疗中的有用分子靶点,并为进一步研究奠定坚实基础。