Characterization of Muscle Tissue Cell Diversity and Clinical Implications in Idiopathic Inflammatory Myopathy

IF 9.1 1区 医学 Q1 GERIATRICS & GERONTOLOGY
Honglin Zhu, Yizhi Xiao, Shasha Xie, Qiming Meng, Ting Ding, Ting Huang, Di Liu, Sijia Liu, Xiaoli Zhang, Huali Zhang, Hui Luo
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引用次数: 0

Abstract

Background

Idiopathic inflammatory myopathies (IIMs) exhibit diverse cellular microenvironments in muscle tissues, yet the full spectrum of cell populations and changes remains unclear. This study aimed to characterize cellular heterogeneity, explore cell–cell interactions and assess the prognostic value of cell subtype abundances across IIM subtypes in Han Chinese.

Methods

Muscle samples from six IIMs and three normal controls (NC) underwent single-cell RNA sequencing (scRNA-seq), whereas bulk RNA sequencing was performed on 203 IIMs and 19 NC. To avoid potential biases in cell proportion data from scRNA-seq, we used CIBERSORTx, a robust deconvolution method, to estimate cell subtype abundances in the large IIMs cohort. Cell–cell interaction, correlation and survival analysis were performed to investigate associations between cell subtypes, clinical features and disease progression.

Results

We identified 10 T/NK cell types, eight monocyte/macrophage/dendritic cell types, 10 vascular-related cell types and four skeletal muscle cell types in IIM muscle tissues, with varying abundances across subgroups. Increased ISGhi T cells (1.42% vs. 0.075% in NC) and ISGhi monocytes (4.24% vs. 0% in NC) in dermatomyositis (DM), particularly in anti-MDA5 and anti-NXP2 patients, correlated with skin rashes and higher relapse rates. CD56dimCD16dimNK cells, exhibiting the highest cytotoxicity, were elevated most in anti-SRP (11.93% vs. 8.15% in NC) immune-mediated necrotizing myopathy (IMNM) and associated with severe muscle damage (p = 0.0001, rho = 0.267). Reduced angiogenesis-related SERPINB2+ monocytes (37.12% vs. 46.69% in NC) predicted better outcomes in IMNM (p = 0.006, HR = 0.264), whereas decreased HIF3A+CECs (14.29% in DM vs. 16.95% in NC), essential for endothelial barrier maintenance, negatively correlated with myofiber necrosis (p = 0.016, rho = −0.168) and were predictive of improved outcomes in DM (p = 0.014, HR = 0.412). Elevated endothelial-like pericytes in antisynthetase syndrome (ASS, 55.34% vs. 50.02% in NC) and IMNM (54.42%) were linked to muscle damage (p < 0.0001, rho = 0.272). Certain key pathways, such as angiogenesis-related pathways, were linked to better outcomes in DM (p = 0.002, HR = 0.405), whereas increased cytotoxicity scores, cell chemotaxis and regulation of inflammatory response were associated with a higher risk of relapse in both DM and IMNM. We also observed a reduction in Type I muscle fibres (22.66% in ASS vs. 66.68% in NC) that express MIF and MHC class I molecules and show extensive interactions with inflammatory cells via MIF-CD74 ligand–receptor signalling.

Conclusions

Our findings reveal significant shifts in cell subpopulations within IIM muscle tissues, which may contribute to muscle damage and influence disease outcomes.

Abstract Image

特发性炎性肌病的肌肉组织细胞多样性特征及其临床意义
特发性炎症性肌病(IIMs)在肌肉组织中表现出不同的细胞微环境,但细胞群体和变化的全谱仍不清楚。本研究旨在表征汉族IIM亚型的细胞异质性,探讨细胞间相互作用,并评估细胞亚型丰度对预后的价值。方法对6例IIMs和3例NC的肌肉样本进行单细胞RNA测序(scRNA-seq),对203例IIMs和19例NC的肌肉样本进行整体RNA测序。为了避免scRNA-seq中细胞比例数据的潜在偏差,我们使用了CIBERSORTx(一种强大的反卷积方法)来估计大型IIMs队列中的细胞亚型丰度。通过细胞-细胞相互作用、相关性和生存分析来研究细胞亚型、临床特征和疾病进展之间的关系。结果我们在IIM肌肉组织中鉴定出10种T/NK细胞类型,8种单核/巨噬细胞/树突状细胞类型,10种血管相关细胞类型和4种骨骼肌细胞类型,在亚群中丰度不同。皮肌炎(DM)患者,特别是抗mda5和抗nxp2患者中,ISGhi T细胞(1.42% vs. 0.075%)和ISGhi单核细胞(4.24% vs. 0%)增加与皮疹和更高的复发率相关。CD56dimCD16dimNK细胞表现出最高的细胞毒性,在抗srp免疫介导的坏死性肌病(IMNM)中升高最多(11.93%比8.15%),并与严重的肌肉损伤相关(p = 0.0001, rho = 0.267)。血管生成相关的SERPINB2+单核细胞减少(NC组为37.12%比46.69%)预示着IMNM的预后更好(p = 0.006, HR = 0.264),而内皮屏障维持所必需的HIF3A+CECs减少(DM组为14.29%比NC组为16.95%)与肌纤维坏死呈负相关(p = 0.016, rho = - 0.168),预示着DM的预后改善(p = 0.014, HR = 0.412)。抗合成酶综合征(ASS, 55.34% vs. NC, 50.02%)和IMNM(54.42%)中内皮样周细胞升高与肌肉损伤有关(p < 0.0001, rho = 0.272)。某些关键通路,如血管生成相关通路,与DM的更好预后相关(p = 0.002, HR = 0.405),而细胞毒性评分、细胞趋化性和炎症反应调节的增加与DM和IMNM的更高复发风险相关。我们还观察到表达MIF和MHC I类分子并通过MIF- cd74配体受体信号传导与炎症细胞广泛相互作用的I型肌纤维减少(在ASS中为22.66%,在NC中为66.68%)。我们的研究结果揭示了IIM肌肉组织中细胞亚群的显著变化,这可能导致肌肉损伤并影响疾病结局。
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来源期刊
Journal of Cachexia Sarcopenia and Muscle
Journal of Cachexia Sarcopenia and Muscle MEDICINE, GENERAL & INTERNAL-
CiteScore
13.30
自引率
12.40%
发文量
234
审稿时长
16 weeks
期刊介绍: The Journal of Cachexia, Sarcopenia and Muscle is a peer-reviewed international journal dedicated to publishing materials related to cachexia and sarcopenia, as well as body composition and its physiological and pathophysiological changes across the lifespan and in response to various illnesses from all fields of life sciences. The journal aims to provide a reliable resource for professionals interested in related research or involved in the clinical care of affected patients, such as those suffering from AIDS, cancer, chronic heart failure, chronic lung disease, liver cirrhosis, chronic kidney failure, rheumatoid arthritis, or sepsis.
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