Division of Neurogeriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.
Department of Animal Science, Ferdowsi University of Mashhad, Mashhad, Iran.
NPJ Syst Biol Appl. 2024 Apr 8;10(1):37. doi: 10.1038/s41540-024-00359-z.
Immunomodulatory peptides, while exhibiting potential antimicrobial, antifungal, and/or antiviral properties, can play a role in stimulating or suppressing the immune system, especially in pathological conditions like breast cancer (BC). Thus, deregulation of these peptides may serve as an immunotherapeutic strategy to enhance the immune response. In this meta-analysis, we utilized single-cell RNA sequencing data and known therapeutic peptides to investigate the deregulation of these peptides in malignant versus normal human breast epithelial cells. We corroborated our findings at the chromatin level using ATAC-seq. Additionally, we assessed the protein levels in various BC cell lines. Moreover, our in-house drug repositioning approach was employed to identify potential drugs that could positively impact the relapse-free survival of BC patients. Considering significantly deregulated therapeutic peptides and their role in BC pathology, our approach aims to downregulate B2M and SLPI, while upregulating PIGR, DEFB1, LTF, CLU, S100A7, and SCGB2A1 in BC epithelial cells through our drug repositioning pipeline. Leveraging the LINCS L1000 database, we propose BRD-A06641369 for B2M downregulation and ST-4070043 and BRD-K97926541 for SLPI downregulation without negatively affecting the MHC complex as a significantly correlated pathway with these two genes. Furthermore, we have compiled a comprehensive list of drugs for the upregulation of other selected immunomodulatory peptides. Employing an immunotherapeutic approach by integrating our drug repositioning pipeline with single-cell analysis, we proposed potential drugs and drug targets to fortify the immune system against BC.
免疫调节肽具有潜在的抗菌、抗真菌和/或抗病毒特性,可在刺激或抑制免疫系统中发挥作用,特别是在乳腺癌 (BC) 等病理情况下。因此,这些肽的失调可能成为一种免疫治疗策略,以增强免疫反应。在这项荟萃分析中,我们利用单细胞 RNA 测序数据和已知的治疗性肽来研究这些肽在恶性与正常人类乳腺上皮细胞中的失调情况。我们使用 ATAC-seq 在染色质水平上证实了我们的发现。此外,我们还评估了各种 BC 细胞系中的蛋白水平。此外,我们还采用内部药物重新定位方法来识别可能对 BC 患者无复发生存产生积极影响的潜在药物。鉴于治疗性肽显著失调及其在 BC 病理中的作用,我们的方法旨在通过药物重新定位管道下调 BC 上皮细胞中的 B2M 和 SLPI,同时上调 PIGR、DEFB1、LTF、CLU、S100A7 和 SCGB2A1。利用 LINCS L1000 数据库,我们提议使用 BRD-A06641369 下调 B2M,使用 ST-4070043 和 BRD-K97926541 下调 SLPI,而不会对 MHC 复合物产生负面影响,因为该复合物与这两个基因具有显著相关性。此外,我们还编制了一份用于上调其他选定免疫调节肽的药物综合清单。通过将我们的药物重新定位管道与单细胞分析相结合,采用免疫治疗方法,我们提出了潜在的药物和药物靶点,以增强免疫系统对 BC 的抵抗力。