Identification of novel protein biomarkers and therapeutic targets for ankylosing spondylitis using human circulating plasma proteomics and genome analysis

被引:0
|
作者
Zhou, Zhongxian [1 ]
Liu, Chong [1 ]
Feng, Sitan [1 ]
Chen, Jiarui [1 ]
Chen, Tianyou [1 ]
Zhu, Jichong [1 ]
Wu, Shaofeng [1 ]
Zhou, Chenxing [1 ]
Huang, Chengqian [1 ]
Xue, Jiang [1 ]
Qin, Xiaopeng [1 ]
Zhan, Xinli [1 ]
机构
[1] Guangxi Med Univ, Spine Surg, Affiliated Hosp 1, 6 Shuangyong Rd, Nanning 530021, Guangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Ankylosing spondylitis; Mendelian randomization; scRNA-seq; Novel protein biomarkers; MENDELIAN RANDOMIZATION;
D O I
10.1007/s00216-024-05521-4
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The proteome serves as the primary basis for identifying targets for treatment. This study conducted proteomic range two-sample Mendelian randomization (MR) analysis to pinpoint potential protein markers and treatment targets for ankylosing spondylitis (AS). A total of 4907 data points on circulating protein expression were collected from a large-scale protein quantitative trait locus investigation involving 35,559 individuals. Using data from a Finnish study on AS as the outcome, the dataset comprised 166,144 individuals of European ancestry (1462 cases and 164,682 controls), and causal relationships were determined through bidirectional Mendelian randomization of two samples. Proteins were further validated and identified through single-cell expression analysis, certain cells showing enriched expression levels were detected, and possible treatment targets were optimized. Increased HERC5 expression predicted by genes was related to increased AS risk, whereas the expression of the remaining five circulating proteins, AIF1, CREB3L4, MLN, MRPL55, and SPAG11B, was negatively correlated with AS risk. For each increase in gene-predicted protein levels, the ORs of AS were 2.11 (95% CI 1.44-3.09) for HERC5, 0.14 (95% CI 0.05-0.41) for AIF1, 0.48 (95% CI 0.34-0.68) for CREB3L4, 0.54 (95% CI 0.42-0.68) for MLN, 0.23 (95% CI 0.13-0.38) for MRPL55, and 0.26 (95% CI 0.17-0.39) for SPAG11B. The hypothesis of a reverse causal relationship between these six circulating proteins and AS is not supported. Three of the six protein-coding genes were expressed in both the AS and healthy control groups, while CREB3L4, MLN, and SPAG11B were not detected. Increased levels of HERC5 predicted by genes are related to increased AS risk, whereas the levels of the remaining five circulating proteins, AIF1, CREB3L4, MLN, MRPL55, and SPAG11B, negatively correlate with AS risk. HERC5, AIF1, and MRPL55 are potential therapeutic targets for AS. This study advanced the field by employing a novel combination of proteomic range two-sample MR analysis and single-cell expression analysis to identify potential protein markers and therapeutic targets for AS. This approach enabled a comprehensive understanding of the causal relationships between circulating proteins and AS, which has not been extensively explored in previous studies.
引用
收藏
页码:6357 / 6366
页数:10
相关论文
共 50 条
  • [1] Investigating potential novel therapeutic targets and biomarkers for ankylosing spondylitis using plasma protein screening
    You, Wenkang
    Lin, Yanbin
    Liu, Mingzhong
    Lin, Zhangdian
    Ye, Rongjie
    Zhang, Canhong
    Zeng, Rongdong
    FRONTIERS IN IMMUNOLOGY, 2024, 15
  • [2] Identification of novel protein biomarkers and drug targets for colorectal cancer by integrating human plasma proteome with genome
    Sun, Jing
    Zhao, Jianhui
    Jiang, Fangyuan
    Wang, Lijuan
    Xiao, Qian
    Han, Fengyan
    Chen, Jie
    Yuan, Shuai
    Wei, Jingsun
    Larsson, Susanna C.
    Zhang, Honghe
    Dunlop, Malcolm G.
    Farrington, Susan M.
    Ding, Kefeng
    Theodoratou, Evropi
    Li, Xue
    GENOME MEDICINE, 2023, 15 (01)
  • [3] Identification of novel protein biomarkers and drug targets for colorectal cancer by integrating human plasma proteome with genome
    Jing Sun
    Jianhui Zhao
    Fangyuan Jiang
    Lijuan Wang
    Qian Xiao
    Fengyan Han
    Jie Chen
    Shuai Yuan
    Jingsun Wei
    Susanna C. Larsson
    Honghe Zhang
    Malcolm G Dunlop
    Susan M Farrington
    Kefeng Ding
    Evropi Theodoratou
    Xue Li
    Genome Medicine, 15
  • [4]  Identification of novel protein biomarkers and drug targets for colorectal cancer by integrating human plasma proteome with genome
    Sun, Jing
    Zhao, Jianhui
    Xiao, Qian
    Han, Fengyan
    Yuan, Shuai
    Wei, Jingsun
    Larsson, Susanna C.
    Zhang, Honghe
    Dunlop, Malcolm
    Farrington, Susan M.
    Ding, Ke-Feng
    Theodoratou, Evropi
    Li, Xue
    GUT, 2023, 72 (SUPPL_2) : A26 - A26
  • [5] Unveiling new protein biomarkers and therapeutic targets for acne through integrated analysis of human plasma proteomics and genomics
    Deng, Sui
    Mao, Rui
    He, Yifeng
    FRONTIERS IN IMMUNOLOGY, 2024, 15
  • [6] Identification of Novel Autoantibodies in Patients with Ankylosing Spondylitis Using Human Protein Microarray.
    Presby, Matthew
    Soloski, Mark J.
    Flynn, John A.
    Bingham, Clifton O., III
    Ward, Michael M.
    Louie, Grant H.
    ARTHRITIS & RHEUMATOLOGY, 2014, 66 : S267 - S267
  • [7] Identification of Population-Specific Novel Protein Biomarkers and Possible Therapeutic Targets in Gliomas by Proteomics Approach
    Kumar, S. Devanand Senthil
    Periyasamy, Anbazhagan
    INDIAN JOURNAL OF NEUROSURGERY, 2024,
  • [8] Disorders of MicroRNAs in Peripheral Blood Mononuclear Cells: As Novel Biomarkers of Ankylosing Spondylitis and Provocative Therapeutic Targets
    Lv, Qing
    Li, Qiuxia
    Zhang, Peizhuo
    Jiang, Yingjuan
    Wang, Xinwei
    Wei, Qiujing
    Cao, Shuangyan
    Liao, Zetao
    Lin, Zhiming
    Pan, Yunfeng
    Huang, Jianlin
    Li, Tianwang
    Jin, Ou
    Wu, Yuqiong
    Gu, Jieruo
    BIOMED RESEARCH INTERNATIONAL, 2015, 2015
  • [9] Identification of Novel Protein Biomarkers for Intrahepatic Cholangiocarcinoma by Integrating Human Plasma Proteome with Genome
    Yu-Sen Chen
    Wei-Bang Yang
    Yi-Hu Li
    Jin-Yang Xu
    Yu-Xuan Wei
    Si-Min Huang
    Xiao-Feng Jiang
    Jian-Hui Li
    Journal of Gastrointestinal Cancer, 2025, 56 (1)
  • [10] SCREENING FOR ANTIBODY TARGETS AS NOVEL CANDIDATE BIOMARKERS FOR THE DIAGNOSIS OF ANKYLOSING SPONDYLITIS USING CDNA PHAGE DISPLAY
    Quaden, D. H. F.
    Vandormael, P.
    De Winter, L. M.
    Vanhoof, J.
    Geusens, P.
    Somers, V
    CLINICAL AND EXPERIMENTAL RHEUMATOLOGY, 2016, 34 (04) : 735 - 735