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多组学和单细胞测序分析揭示骨肉瘤中与线粒体自噬相关基因的关联,这些基因可预测临床预后和免疫浸润特征。

Multi-omics and Single Cell Sequencing Analyses Reveal Associations of Mitophagy-Related Genes Predicting Clinical Prognosis and Immune Infiltration Characteristics in Osteosarcoma.

作者信息

Ren Shengquan, Pan Rongfang, Wang Zhengdan

机构信息

Department of Hand and Foot Microsurgery, The Affiliated Hospital of Qingdao University, Qingdao, 266000, China.

Department of Nutrition, The Affiliated Hospital of Qingdao University, Qingdao, 266000, China.

出版信息

Mol Biotechnol. 2024 Sep 12. doi: 10.1007/s12033-024-01280-w.

DOI:10.1007/s12033-024-01280-w
PMID:39264525
Abstract

Despite recent advances in clinical treatments, identifying high-risk osteosarcoma (OS) patients remains an unresolved clinical challenge. Mitophagy, a specialized form of cellular autophagy, selectively reduces the number of mitochondria or repairs their abnormal functions in response to external stress, thereby ensuring mitochondrial quality and maintaining mitochondrial function. Mitophagy plays a crucial role in cancer development, including processes such as mitochondrial repair, homeostasis maintenance, and tumor metabolism. However, its impact on OS has not yet been reported. In this study, we collected 58 mitophagy-related genes (MPRGs) from the TARGET and GEO databases and bioinformatically screened for those associated with OS prognosis. By LASSO-multivariable Cox regression algorithm, we subsequently developed a novel scoring system, the MPRG score, and validated its significance in predicting OS prognosis. Immune landscape analysis showed patients in the low MPRG group had a higher immune infiltration level than those in the high MPRG group. Drug sensitivity differences highlighted the potential need for alternative therapeutic strategies based on MPRG scoring system. The distribution characteristics of the MPRG signature in different cell subtypes of OS were explored by single-cell sequencing analyses. In vitro experiments further confirmed the abnormal expression of screened targets in OS. Our findings highlight the role of mitophagy in OS and its potential as a therapeutic target.

摘要

尽管临床治疗最近取得了进展,但识别高危骨肉瘤(OS)患者仍然是一个尚未解决的临床挑战。线粒体自噬是细胞自噬的一种特殊形式,它能选择性地减少线粒体数量或修复其异常功能以应对外部压力,从而确保线粒体质量并维持线粒体功能。线粒体自噬在癌症发展中起着关键作用,包括线粒体修复、内环境稳定维持和肿瘤代谢等过程。然而,其对骨肉瘤的影响尚未见报道。在本研究中,我们从TARGET和GEO数据库收集了58个与线粒体自噬相关的基因(MPRG),并通过生物信息学方法筛选出与骨肉瘤预后相关的基因。随后,通过LASSO多变量Cox回归算法,我们开发了一种新的评分系统——MPRG评分,并验证了其在预测骨肉瘤预后中的意义。免疫景观分析显示,低MPRG组患者的免疫浸润水平高于高MPRG组。药物敏感性差异突出了基于MPRG评分系统的替代治疗策略的潜在需求。通过单细胞测序分析探索了MPRG特征在骨肉瘤不同细胞亚型中的分布特征。体外实验进一步证实了筛选出的靶点在骨肉瘤中的异常表达。我们的研究结果突出了线粒体自噬在骨肉瘤中的作用及其作为治疗靶点的潜力。

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本文引用的文献

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FoxG1/BNIP3 axis promotes mitophagy and blunts cisplatin resistance in osteosarcoma.FoxG1/BNIP3 轴促进骨肉瘤中的自噬,并削弱顺铂耐药性。
Cancer Sci. 2024 Aug;115(8):2565-2577. doi: 10.1111/cas.16242. Epub 2024 Jun 26.
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Advances in prognostic models for osteosarcoma risk.骨肉瘤风险预后模型的进展。
Heliyon. 2024 Mar 26;10(7):e28493. doi: 10.1016/j.heliyon.2024.e28493. eCollection 2024 Apr 15.
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Role of macrophages and their exosomes in orthopedic diseases.巨噬细胞及其外泌体在骨科疾病中的作用。
PeerJ. 2024 Mar 26;12:e17146. doi: 10.7717/peerj.17146. eCollection 2024.
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Trifluoperazine activates AMPK / mTOR / ULK1 signaling pathway to induce mitophagy in osteosarcoma cells.三氟拉嗪通过激活 AMPK/mTOR/ULK1 信号通路诱导骨肉瘤细胞发生线粒体自噬。
Chem Biol Interact. 2024 Apr 1;392:110904. doi: 10.1016/j.cbi.2024.110904. Epub 2024 Feb 13.
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Mitochondrial dynamics and mitochondrial autophagy: Molecular structure, orchestrating mechanism and related disorders.线粒体动力学和线粒体自噬:分子结构、协调机制及相关疾病。
Mitochondrion. 2024 Mar;75:101847. doi: 10.1016/j.mito.2024.101847. Epub 2024 Jan 19.
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Soy isoflavones induces mitophagy to inhibit the progression of osteosarcoma by blocking the AKT/mTOR signaling pathway.大豆异黄酮通过阻断 AKT/mTOR 信号通路诱导自噬来抑制骨肉瘤的进展。
Mol Med. 2024 Jan 8;30(1):5. doi: 10.1186/s10020-024-00778-y.
7
PINK1 regulates apoptosis of osteosarcoma as the target gene of cisplatin.PINK1 通过作为顺铂的靶基因调节骨肉瘤细胞凋亡。
J Orthop Surg Res. 2023 Feb 23;18(1):132. doi: 10.1186/s13018-023-03615-w.
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Cellular mitophagy: Mechanism, roles in diseases and small molecule pharmacological regulation.细胞线粒体自噬:机制、在疾病中的作用和小分子药物调节。
Theranostics. 2023 Jan 1;13(2):736-766. doi: 10.7150/thno.79876. eCollection 2023.
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Osteosarcoma.骨肉瘤。
Nat Rev Dis Primers. 2022 Dec 8;8(1):77. doi: 10.1038/s41572-022-00409-y.
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