Lactylation-related molecular subtyping reveals the immune heterogeneity and clinical characteristics in ulcerative colitis

被引:0
|
作者
Zhai, Jinyang [1 ,2 ]
Fu, Runxi [3 ,4 ]
Luo, Shangjian [1 ,2 ]
Liu, Xiaoman [1 ,2 ]
Xie, Yang [1 ,2 ]
Cao, Kejing [1 ,2 ]
Ge, Wensong [1 ]
Chen, Yingwei [1 ,4 ]
机构
[1] Shanghai Jiao Tong Univ, Xinhua Hosp, Sch Med, Dept Gastroenterol, Shanghai 200092, Peoples R China
[2] Shanghai Key Lab Pediat Gastroenterol & Nutr, Shanghai, Peoples R China
[3] Shanghai Jiao Tong Univ, Xinhua Hosp, Sch Med, Dept Pediat Surg, Shanghai 200092, Peoples R China
[4] Shanghai Inst Pediat Res, Shanghai 200092, Peoples R China
基金
中国国家自然科学基金;
关键词
Ulcerative colitis; Lactylation-related gene; Lactate; Immune infiltration; Prognostic machine learning model; END-BINDING PROTEIN-1; FATTY-ACID; METABOLISM; EXPRESSION; LACTATE; CELLS; MICROBIOTA; MOESIN;
D O I
10.1016/j.bbrc.2025.151584
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background: Ulcerative colitis (UC) is a chronic inflammatory disease linked to early-onset colorectal cancer and metabolic abnormalities. While intestinal lactate disturbances are observed in UC, the role of lactate and lactylation in its pathogenesis remains unclear. The lack of specific biomarkers reflecting these processes limits understanding of their biological significance. Methods: UC subtypes were classified using ConsensusClusterPlus and NMF based on LRGs. Immune infiltration was assessed with ssGSEA, xCell, and CIBERSORT. WGCNA identified subtype-specific gene modules, and Lasso regression pinpointed hub genes. Single-cell analysis determined cellular localization, while WB and IHC validated findings in clinical, mouse, and cell models. Prognostic machine learning models evaluated the clinical significance of these results. Results: LRGs distinguished UC patients from controls and stratified them into high and low immune infiltration groups. MSN and MAPRE1, strongly linked to UC, showed elevated expression in vitro and in vivo. They aid in diagnosing UC and UC-associated colorectal cancer and serve as predictors of UC severity and response to immunosuppressants. Conclusion: Using high-throughput transcriptomic data, we identified hub LRGs and highlighted the role of lactate-mediated lactylation in UC. MSN and MAPRE1 were confirmed to be upregulated in an inflammatory environment, underscoring their potential for personalized UC diagnosis and treatment.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] Clinical Epidemiology and Phenotypic Characteristics of Ulcerative Colitis in Saudi Arabia
    Alharbi, Othman
    Azzam, Nahla
    Almadi, Majid
    Aljabreen, Abdulrahman
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2012, 107 : S672 - S672
  • [42] Gene expression analysis reveals heterogeneity between colonic Crohn's disease and ulcerative colitis
    Colliver, DW
    Waigel, SJ
    Zacharius, W
    Petras, R
    Galandiuk, S
    GASTROENTEROLOGY, 2003, 124 (04) : A369 - A370
  • [43] The Demographic and Clinical Characteristics of Ulcerative Colitis in a Northeast Brazilian Population
    da Silva, Bruno Cesar
    Lyra, Andre Castro
    Cardeal Mendes, Carlos Mauricio
    Oliveira Ribeiro, Camila Paula
    Oliveira Lisboa, Sonyara Rauedys
    Lordello de Souza, Mariana Tinoco
    Portela, Renata Cavalcanti
    Santana, Genoile Oliveira
    BIOMED RESEARCH INTERNATIONAL, 2015, 2015
  • [44] PREVALENCE AND CLINICAL CHARACTERISTICS OF AIRWAY DISEASES IN PATIENTS WITH ULCERATIVE COLITIS
    Moda, Mitsuhiro
    RESPIROLOGY, 2018, 23 : 112 - 113
  • [45] Clinical Characteristics and Incidence of Perianal Diseases in Patients With Ulcerative Colitis
    Choi, Yong Sung
    Kim, Do Sun
    Lee, Doo Han
    Lee, Jae Bum
    Lee, Eun Jung
    Lee, Seong Dae
    Song, Kee Ho
    Jung, Hyung Joong
    ANNALS OF COLOPROCTOLOGY, 2018, 34 (03) : 138 - 143
  • [46] Bioinformatis analysis reveals possible molecular mechanism of PXR on regulating ulcerative colitis
    Guo, Hanze
    Chi, Yan
    Chi, Naiyu
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [47] Metabolome subtyping reveals multi-omics characteristics and biological heterogeneity in major psychiatric disorders
    Hao, Meng
    Qin, Yue
    Li, Yi
    Tang, Yanqing
    Ma, Zehan
    Tan, Jingze
    Jin, Li
    Wang, Fei
    Gong, Xiaohong
    PSYCHIATRY RESEARCH, 2023, 330
  • [48] Bioinformatis analysis reveals possible molecular mechanism of PXR on regulating ulcerative colitis
    Hanze Guo
    Yan Chi
    Naiyu Chi
    Scientific Reports, 11
  • [49] Clinical Characteristics of Stoma-Related Obstruction after Ileal Pouch–Anal Anastomosis for Ulcerative Colitis
    Yoshiki Okita
    Toshimitsu Araki
    Satoru Kondo
    Hiroyuki Fujikawa
    Shigeyuki Yoshiyama
    Junichiro Hiro
    Mikihiro Inoue
    Yuji Toiyama
    Minako Kobayashi
    Masaki Ohi
    Yasuhiro Inoue
    Keiichi Uchida
    Yasuhiko Mohri
    Masato Kusunoki
    Journal of Gastrointestinal Surgery, 2017, 21 : 554 - 559
  • [50] Clinical Characteristics and Molecular Subtyping of Vibrio vulnificus Illnesses, Israel
    Zaidenstein, Ronit
    Sadik, Chantal
    Lerner, Larisa
    Valinsky, Lea
    Kopelowitz, June
    Yishai, Ruth
    Agmon, Vered
    Parsons, Michele
    Bopp, Cheryl
    Weinberger, Miriam
    EMERGING INFECTIOUS DISEASES, 2008, 14 (12) : 1875 - 1882