TMB Stab-pred:使用它们的序列和结构特征预测跨膜β-桶蛋白的稳定性
P Ramakrishna Reddy1, A Kulandaisamy1, M Michael Gromiha1
1Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai 600036, Tamil Nadu, India.
Biochimica et biophysica acta. Proteins and proteomics
|April 6, 2025
概括
这项研究确定了影响跨膜β-桶蛋白 (TMB) 稳定性的脂质可访问表面积和过渡能量等关键特征. 为TMB稳定性分析开发了一种新的预测方法和Web服务器TMB Stab-pred.
科学领域:
- 生物化学和结构生物学
- 计算生物学和生物信息学
背景情况:
- 跨膜β-桶蛋白 (TMBs) 是关键的膜蛋白,在各种生物过程中发挥作用.
- 了解TMB折叠和稳定性对于阐明它们的功能和疾病相关性至关重要.
研究的目的:
- 确定控制TMB折叠性和稳定的关键特征.
- 开发一个TMB稳定的预测模型.
- 为了比较TMB和球状全β蛋白之间的稳定性决定因素.
主要方法:
- 影响TMB折叠和稳定性的特征的描述.
- 开发一种基于线性回归的稳定性预测方法.
- 对TMB和球状全β蛋白进行比较分析.
主要成果:
- 脂质可访问的表面积和过渡能量被确定为TMB稳定性的关键因素.
- 开发的预测方法在刀测试中实现了高准确度 (相关性为0.96,MAE为0.94 kcal/mol).
- 长距离相互作用和能量特性对于TMB和全β蛋白稳定性至关重要,而侧链键和脂质可访问性等特定特征是膜蛋白独特的.
结论:
- 脂质可访问的表面积和过渡能量是TMB稳定性的关键决定因素.
- 一种新的计算方法和Web服务器 (TMB Stab-pred) 可用于预测TMB稳定性.
- 独特和共同的特征有助于膜和球状蛋白质的稳定性.
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