Identification of the Molecular Subgroups in Idiopathic Pulmonary Fibrosis by Gene Expression Profiles

被引:5
|
作者
Zhang, Ning [1 ]
Guo, Yali [1 ]
Wu, Cong [1 ]
Jiang, Bohan [1 ]
Wang, Yuguang [1 ]
机构
[1] Capital Med Univ, Beijing Hosp Tradit Chinese Med, Dept Resp Med, Beijing, Peoples R China
关键词
SYSTEMIC-SCLEROSIS; APOPTOSIS; PATHWAYS; PROMOTES; FATIGUE; NETWORK;
D O I
10.1155/2021/7922594
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background. Idiopathic Pulmonary Fibrosis (IPF) is one of the most common idiopathic interstitial pneumonia, which can occur all over the world. The median survival time of patients is about 3-5 years, and the mortality is relatively high. Objective. To reveal the potential molecular characteristics of IPF and deepen the understanding of the molecular mechanism of IPF. In order to provide some guidance for the clinical treatment, new drug development, and prognosis judgment of IPF. Although the preliminary conclusion of this study has certain guiding significance for the treatment of IPF and so on, it needs more accurate analytical approaches and large sample clinical trials to verify. Methods. 220 patients with IPF were divided into different subgroups according to the gene expression profiles, which were obtained from the Gene Expression Omnibus (GEO) database. In addition, these subgroups present different expression forms and clinical features. Therefore, weighted gene coexpression analysis (WGCNA) was used to seek the differences between subtypes. And six subgroup-specific WGCNA modules were identified. Results. Combined with the characteristics of WGCNA and KEGG enrichment modules, the autophagic pathway was only upregulated in subgroup I and enriched significantly. The differentiation pathways of Th1 and Th2 cells were only upregulated and enriched in subgroup II. At the same time, combined with clinical information, IPF patients in subgroup II were older and more serious, which may be closely related to the differentiation of Th1 and Th2 cells. In contrast, the neuroactive ligand-receptor interaction pathway and Ca+ signaling pathway were significantly upregulated and enriched in subgroup III. Although there was no significant difference in prognosis between subgroup I and subgroup III, their intrinsic biological characteristics were very different. These results suggest that the subtypes may represent risk factors of age and intrinsic biological characteristics and may also partly reflect the severity of the disease. Conclusion. In conclusion, current studies have improved our understanding of IPF-related molecular mechanisms. At the same time, because the results show that patients from different subgroups may have their own unique gene expression patterns, it reminds us that patients in each subgroup should receive more personalized treatment.
引用
收藏
页数:11
相关论文
共 50 条
  • [41] Proteomic Analysis Reveals Differential Expression Profiles in Idiopathic Pulmonary Fibrosis Cell Lines
    Velazquez-Enriquez, Juan Manuel
    Ramirez-Hernandez, Alma Aurora
    Navarro, Luis Manuel Sanchez
    Reyes-Avendano, Itayetzi
    Gonzalez-Garcia, Karina
    Jimenez-Martinez, Cristian
    Castro-Sanchez, Luis
    Sanchez-Chino, Xariss Miryam
    Vasquez-Garzon, Veronica Rocio
    Baltierrez-Hoyos, Rafael
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (09)
  • [42] MRNA And MicroRNA Expression Profiles Indicate Disease Severity In Patients With Idiopathic Pulmonary Fibrosis
    Juan-Guardela, B.
    Tedrow, J.
    Herazo, J. D.
    Aboud, C.
    Pandit, K.
    Chensny, L.
    Gur, D.
    Leader, J. K.
    Benos, P.
    Richards, T.
    Correll, M.
    Quackenbush, J.
    Geraci, M. W.
    Spira, A.
    Schwartz, D. A.
    Sciurba, F. C.
    Kaminski, N.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2011, 183
  • [43] Microrna Expression Profiles In Plasma Of Patients Are Informative Of Idiopathic Pulmonary Fibrosis Presence And Outcome
    Herazo-Maya, J.
    Lynn, H.
    Tzouvelekis, A.
    Ryu, C.
    Wyllie, A.
    Deiuliis, J.
    Yu, G.
    Herzog, E.
    Kaminski, N.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2015, 191
  • [44] Gut microbiota profiles of patients with idiopathic pulmonary fibrosis
    Gokturk, Kerim
    Tulek, Baykal
    Kanat, Fikret
    Macin, Salih
    Arslan, Ugur
    Shahbazova, Masma
    Gokturk, Ozge
    EXPERIMENTAL LUNG RESEARCH, 2024, 50 (01) : 278 - 289
  • [45] Gene Expression Profiling in Patients with Idiopathic Pulmonary Fibrosis (IPF) in the INMARK Trial
    Selman, M.
    Jenkins, R. G.
    White, E. S.
    Cottin, V.
    Nishioka, Y.
    Noth, I.
    Prasse, A.
    Song, J.
    Strobel, B.
    Leparc, G.
    Ittrich, C.
    Diefenbach, C.
    Rohr, K.
    Stowasser, S.
    Maher, T. M.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2020, 201
  • [46] Accelerated Variant of Idiopathic Pulmonary Fibrosis: Clinical Behavior and Gene Expression Pattern
    Selman, Moises
    Carrillo, Guillermo
    Estrada, Andrea
    Mejia, Mayra
    Becerril, Carina
    Cisneros, Jose
    Gaxiola, Miguel
    Perez-Padilla, Rogelio
    Navarro, Carmen
    Richards, Thomas
    Dauber, James
    King, Talmadge E., Jr.
    Pardo, Annie
    Kaminski, Naftali
    PLOS ONE, 2007, 2 (05):
  • [47] Identification of targetable kinases in idiopathic pulmonary fibrosis
    Hisao Higo
    Kadoaki Ohashi
    Shuta Tomida
    Sachi Okawa
    Hiromasa Yamamoto
    Seiichiro Sugimoto
    Satoru Senoo
    Go Makimoto
    Kiichiro Ninomiya
    Takamasa Nakasuka
    Kazuya Nishii
    Akihiko Taniguchi
    Toshio Kubo
    Eiki Ichihara
    Katsuyuki Hotta
    Nobuaki Miyahara
    Yoshinobu Maeda
    Shinichi Toyooka
    Katsuyuki Kiura
    Respiratory Research, 23
  • [48] Glutaminolysis Epigenetically Regulates Antiapoptotic Gene Expression in Idiopathic Pulmonary Fibrosis Fibroblasts
    Bai, Le
    Bernard, Karen
    Tang, Xuebo
    Hu, Min
    Horowitz, Jeffrey C.
    Thannickal, Victor J.
    Sanders, Yan Y.
    AMERICAN JOURNAL OF RESPIRATORY CELL AND MOLECULAR BIOLOGY, 2019, 60 (01) : 49 - 57
  • [49] Association of Circulating Complement Pathway Gene Expression With Progression of Idiopathic Pulmonary Fibrosis
    Swaminathan, A. C.
    Mulder, H.
    Neely, M. L.
    Belperio, J. A.
    Patel, N. M.
    Palmer, S. M.
    Todd, J. L.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2023, 207
  • [50] Identification of targetable kinases in idiopathic pulmonary fibrosis
    Higo, Hisao
    Ohashi, Kadoaki
    Tomida, Shuta
    Okawa, Sachi
    Yamamoto, Hiromasa
    Sugimoto, Seiichiro
    Senoo, Satoru
    Makimoto, Go
    Ninomiya, Kiichiro
    Nakasuka, Takamasa
    Nishii, Kazuya
    Taniguchi, Akihiko
    Kubo, Toshio
    Ichihara, Eiki
    Hotta, Katsuyuki
    Miyahara, Nobuaki
    Maeda, Yoshinobu
    Toyooka, Shinichi
    Kiura, Katsuyuki
    RESPIRATORY RESEARCH, 2022, 23 (01)