Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 7ZB, United Kingdom.
Acta Crystallogr D Struct Biol. 2024 Nov 1;80(Pt 11):766-779. doi: 10.1107/S2059798324009380. Epub 2024 Oct 3.
The availability of highly accurate protein structure predictions from AlphaFold2 (AF2) and similar tools has hugely expanded the applicability of molecular replacement (MR) for crystal structure solution. Many structures can be solved routinely using raw models, structures processed to remove unreliable parts or models split into distinct structural units. There is therefore an open question around how many and which cases still require experimental phasing methods such as single-wavelength anomalous diffraction (SAD). Here, this question is addressed using a large set of PDB depositions that were solved by SAD. A large majority (87%) could be solved using unedited or minimally edited AF2 predictions. A further 18 (4%) yield straightforwardly to MR after splitting of the AF2 prediction using Slice'N'Dice, although different splitting methods succeeded on slightly different sets of cases. It is also found that further unique targets can be solved by alternative modelling approaches such as ESMFold (four cases), alternative MR approaches such as ARCIMBOLDO and AMPLE (two cases each), and multimeric model building with AlphaFold-Multimer or UniFold (three cases). Ultimately, only 12 cases, or 3% of the SAD-phased set, did not yield to any form of MR tested here, offering valuable hints as to the number and the characteristics of cases where experimental phasing remains essential for macromolecular structure solution.
AlphaFold2(AF2)和类似工具提供的高度准确的蛋白质结构预测的可用性极大地扩展了分子置换(MR)在晶体结构解决中的适用性。许多结构可以使用原始模型、经过处理以去除不可靠部分的结构或分为不同结构单元的模型常规解决。因此,存在一个开放性问题,即有多少和哪些情况仍然需要实验相位方法,如单波长异常衍射(SAD)。在这里,使用一组通过 SAD 解决的大量 PDB 沉积物来解决这个问题。大多数(87%)可以使用未经编辑或最小编辑的 AF2 预测来解决。另有 18 个(4%)可以通过使用 Slice'N'Dice 对 AF2 预测进行分割后直接进行 MR,尽管不同的分割方法在略有不同的案例集上取得了成功。还发现,可以通过其他建模方法(如 ESMFold(四个案例))、其他 MR 方法(如 ARCIMBOLDO 和 AMPLE(各两个案例))以及使用 AlphaFold-Multimer 或 UniFold 进行多聚体模型构建(各三个案例)来解决更多独特的靶标。最终,只有 12 个案例,或 SAD 相案例集的 3%,没有采用这里测试的任何形式的 MR,这为实验相位仍然是大分子结构解决的必要条件的案例数量和特征提供了有价值的线索。