Institute of Quantitative Biology, and College of Life Sciences, Zhejiang University, Hangzhou 310027, China; Shanghai Institute for Advanced Study, Zhejiang University, Shanghai 201203, China.
Institute of Quantitative Biology, and College of Life Sciences, Zhejiang University, Hangzhou 310027, China.
Int J Biol Macromol. 2023 Dec 31;253(Pt 7):127199. doi: 10.1016/j.ijbiomac.2023.127199. Epub 2023 Oct 2.
The tremendous success of immune checkpoint blockade (ICB) therapy has raised the great demand for the development of predictive biomarkers. A recent cancer genomic study suggested that human leukocyte antigen (HLA)-B44:02 and HLA-B15:01 alleles may act as potential biomarkers for ICB therapies, however, the underlying molecular mechanisms remain largely elusive. Here, we investigated the molecular origins of differential responses to ICB therapies for four representative HLA alleles: HLA-B44:02, HLA-B15:01, HLA-B07:02, and HLA-B53:01, using extensive all-atom molecular dynamics simulations. We first demonstrated that the relatively more rigid peptide-binding groove of HLA-B15:01, than those in the other three HLA alleles, may result in challenges in its recognition with T-cell receptors. Specifically, the "bridge" structure in HLA-B15:01 is stabilized through both intramolecular electrostatic interactions between the HLA residues and intermolecular interactions between the HLA and the antigenic peptide. These observations were further confirmed by in silico mutagenesis studies, as well as simulations of several other HLA-B15:01-peptide complexes. By contrast, the "bridge" structure is either completely absent in HLA-B44:02 or easily perturbed in HLA-B07:02 and HLA-B53:01. Our findings provide detailed structural and mechanistic insights into how HLA genotype influences ICB responses and may have important implications for developing immune markers.
免疫检查点阻断(ICB)治疗的巨大成功引发了对预测生物标志物开发的巨大需求。最近的癌症基因组研究表明,人类白细胞抗原(HLA)-B44:02 和 HLA-B15:01 等位基因可能是 ICB 治疗的潜在生物标志物,但潜在的分子机制在很大程度上仍不清楚。在这里,我们使用广泛的全原子分子动力学模拟研究了四个代表性 HLA 等位基因(HLA-B44:02、HLA-B15:01、HLA-B07:02 和 HLA-B53:01)对 ICB 治疗反应的差异的分子起源。我们首先证明,与其他三种 HLA 等位基因相比,HLA-B15:01 的相对更刚性的肽结合槽可能导致其与 T 细胞受体的识别存在挑战。具体来说,HLA-B15:01 中的“桥”结构通过 HLA 残基之间的分子内静电相互作用和 HLA 与抗原肽之间的分子间相互作用得到稳定。这些观察结果通过计算机模拟突变研究以及对其他几种 HLA-B15:01-肽复合物的模拟进一步得到证实。相比之下,“桥”结构要么完全不存在于 HLA-B44:02 中,要么在 HLA-B07:02 和 HLA-B53:01 中很容易受到干扰。我们的发现提供了 HLA 基因型如何影响 ICB 反应的详细结构和机制见解,并可能对开发免疫标志物具有重要意义。