A precise molecular subtyping of ulcerative colitis reveals the immune heterogeneity and predicts clinical drug responses

被引:7
作者
Mo, Shaocong [1 ,2 ]
Jin, Bryan [1 ]
Tseng, Yujen [1 ]
Lin, Lingxi [1 ]
Lin, Lishuang [1 ,3 ]
Shen, Xin [1 ]
Song, Huan [1 ]
Kong, Mingjia [1 ]
Luo, Zhongguang [1 ]
Chu, Yiwei [4 ,5 ]
Jiang, Chen [6 ]
Cao, Zhiwei [7 ,8 ]
Liu, Jie [1 ,2 ]
Luo, Feifei [1 ,2 ]
机构
[1] Fudan Univ, Huashan Hosp, Dept Digest Dis, 12 Wulumuqi Middle Rd, Shanghai 200040, Peoples R China
[2] Fudan Univ, Huashan Hosp, Natl Clin Res Ctr Aging & Med, Shanghai 200040, Peoples R China
[3] Fudan Univ, Huashan Hosp, Dept Pathol, Shanghai, Peoples R China
[4] Fudan Univ, Biotherapy Res Ctr, Dept Immunol, Sch Basic Med Sci, Shanghai 200032, Peoples R China
[5] Fudan Univ, Inst Biomed Sci, Shanghai 200032, Peoples R China
[6] Fudan Univ, Sch Pharm, Dept Pharmaceut, Shanghai 201203, Peoples R China
[7] Fudan Univ, Sch Life Sci, Shanghai 200433, Peoples R China
[8] Tongji Univ, Sch Life Sci & Technol, Shanghai 200092, Peoples R China
基金
中国国家自然科学基金;
关键词
DENDRITIC CELLS; THERAPY; MECHANISMS; INFLIXIMAB; CYTOKINE; DISEASE;
D O I
10.1186/s12967-023-04326-w
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background and AimsWe sought to identify novel molecular subtypes of ulcerative colitis (UC) based on large-scale cohorts and establish a clinically applicable subtyping system for the precision treatment of the disease.MethodsEight microarray profiles containing colon samples from 357 patients were utilized. Expression heterogeneity was screened out and stable subtypes were identified among UC patients. Immune infiltration pattern and biological agent response were compared among subtypes to assess the value in guiding treatment. The relationship between PRLR and TNFSF13B genes with the highest predictive value was further validated by functional experiments.ResultsThree stable molecular subtypes were successfully identified. Immune cell infiltration analysis defined three subtypes as innate immune activated UC (IIA), whole immune activated UC (WIA), and immune homeostasis like UC (IHL). Notably, the response rate towards biological agents (infliximab/vedolizumab) in WIA patients was the lowest (less than 10%), while the response rate in IHL patients was the highest, ranging from 42 to 60%. Among the featured genes of subtypes, the ratio of PRLR to TNFSF13B could effectively screen for IHL UC subtype suitable for biological agent therapies (Area under curve: 0.961-0.986). Furthermore, we demonstrated that PRLR expressed in epithelial cells could inhibit the expression of TNFSF13B in monocyte-derived macrophages through the CXCL1-NF-& kappa;B pathway.ConclusionsWe identified three stable UC subtypes with a heterogeneous immune pattern and different response rates towards biological agents for the first time. We also established a precise molecular subtyping system and classifier to predict clinical drug response and provide individualized treatment strategies for UC patients.
引用
收藏
页数:18
相关论文
共 40 条
  • [21] Histological, But Neither Clinical Nor Endoscopic Activity Predicts the Risk of Colectomy in Patients With Ulcerative Colitis Treated With Biologics
    Zhao, Mirabella
    Riis, Lene Buhl
    Lo, Bobby
    Attauabi, Mohamed
    Ovesen, Pernille Dige
    Wewer, Mads Damsgaard
    Larsen, Lone
    Dige, Anders
    Hvas, Christian Lodberg
    Poulsen, Anja
    Christiansen, Dagmar
    Nagras, Zainab Gassem
    Dahlin, Pernille
    Petersen, Andreas Munk
    Bendtsen, Flemming
    Seidelin, Jakob
    Burisch, Johan
    INFLAMMATORY BOWEL DISEASES, 2024,
  • [22] Identification and validation of an immune-derived multiple programmed cell death index for predicting clinical outcomes, molecular subtyping, and drug sensitivity in lung adenocarcinoma
    Li, Chunhong
    Hu, Jiahua
    Jiang, Xiling
    Tan, Haiyin
    Mao, Yiming
    CLINICAL & TRANSLATIONAL ONCOLOGY, 2024, 26 (09) : 2274 - 2295
  • [23] Ulcerative colitis immune cell landscapes and differentially expressed gene signatures determine novel regulators and predict clinical response to biologic therapy
    Penrose, Harrison M.
    Iftikhar, Rida
    Collins, Morgan E.
    Toraih, Eman
    Ruiz, Emmanuelle
    Ungerleider, Nathan
    Nakhoul, Hani
    Flemington, Erik F.
    Kandil, Emad
    Shah, Shamita B.
    Savkovic, Suzana D.
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [24] Prediction of clinical and endoscopic responses to anti-tumor necrosis factor- antibodies in ulcerative colitis
    Morita, Yukihiro
    Bamba, Shigeki
    Takahashi, Kenichiro
    Imaeda, Hirotsugu
    Nishida, Atsushi
    Inatomi, Osamu
    Sasaki, Masaya
    Tsujikawa, Tomoyuki
    Sugimoto, Mitsushige
    Andoh, Akira
    SCANDINAVIAN JOURNAL OF GASTROENTEROLOGY, 2016, 51 (08) : 934 - 941
  • [25] Molecular Landscape of Anti-Drug Antibodies Reveals the Mechanism of the Immune Response Following Treatment With TNFα Antagonists
    Vaisman-Mentesh, Anna
    Rosenstein, Shai
    Yavzori, Miri
    Dror, Yael
    Fudim, Ella
    Ungar, Bella
    Kopylov, Uri
    Picard, Orit
    Kigel, Aya
    Ben-Horin, Shomron
    Benhar, Itai
    Wine, Yariv
    FRONTIERS IN IMMUNOLOGY, 2019, 10
  • [26] Therapeutic Drug Monitoring of Golimumab for the Prediction of Long-Term Clinical Remission in Patients with Ulcerative Colitis
    Tawa, Hideki
    Kakimoto, Kazuki
    Numa, Keijiro
    Kinoshita, Naohiko
    Kawasaki, Yuka
    Tatsumi, Yoshihiro
    Koshiba, Ryoji
    Nakata, Satoshi
    Hirata, Yuki
    Ota, Kazuhiro
    Sakiyama, Naokuni
    Kojima, Yuichi
    Koubayashi, Eiko
    Nishikawa, Hiroki
    Takeuchi, Toshihisa
    Inoue, Takuya
    Fukunishi, Shinya
    Miyazaki, Takako
    Nakamura, Shiro
    Higuchi, Kazuhide
    DIGESTION, 2022, 103 (05) : 329 - 338
  • [27] Blockade of Syk modulates neutrophil immune-responses via the mTOR/RUBCNL-dependent autophagy pathway to alleviate intestinal inflammation in ulcerative colitis
    Zhu, Fengqin
    Jing, Dehuai
    Zhou, Huihui
    Hu, Zongjing
    Wang, Yan
    Jin, Guiyuan
    Yang, Yonghong
    Zhou, Guangxi
    PRECISION CLINICAL MEDICINE, 2023, 6 (04)
  • [28] PANoptosis and Autophagy-Related Molecular Signature and Immune Landscape in Ulcerative Colitis: Integrated Analysis and Experimental Validation
    Lu, Jiali
    Li, Fei
    Ye, Mei
    JOURNAL OF INFLAMMATION RESEARCH, 2024, 17 : 3225 - 3245
  • [29] Machine learning using clinical data at baseline predicts the medium-term efficacy of ustekinumab in patients with ulcerative colitis
    Morikubo, Hiromu
    Tojima, Ryuta
    Maeda, Tsubasa
    Matsuoka, Katsuyoshi
    Matsuura, Minoru
    Miyoshi, Jun
    Tamura, Satoshi
    Hisamatsu, Tadakazu
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [30] Clinical Response and Complications are not Associated with Drug Levels in Patients with Severe Ulcerative Colitis on IV Cyclosporine Induction Therapy
    Patel, Parita
    Yarur, Andres
    Dalal, Sushila
    Sakuraba, Atsuhi
    Rubin, David T.
    Hanauer, Stephen B.
    Hanan, Ira
    Raffals, Laura H.
    Cohen, Russell D.
    Pekow, Joel
    INFLAMMATORY BOWEL DISEASES, 2018, 24 (06) : 1291 - 1297