Literature DB >> 22327869

A systematic modeling study on the pathogenic role of p38 MAPK activation in myelodysplastic syndromes.

Huiming Peng1, Jianguo Wen, Lixin Zhang, Hongwei Li, Chung-Che Chang, Youli Zu, Xiaobo Zhou.   

Abstract

Myelodysplastic syndromes (MDS) are a group of clonal hematopoietic stem cell diseases. In addition to intrinsic genetic alterations, the effects of the extrinsic microenvironment also play a pathological role in MDS development. The presence of increased inflammatory cytokines, such as tumor necrosis factor-alpha (TNF-α), in marrow and abnormal activation of the p38 mitogen-activated protein kinase (MAPK) signaling pathway in hematopoietic cells are associated with the ineffective hematopoiesis in MDS. However, the molecular mechanism of p38 MAPK activation triggered by microenvironment cytokines remains poorly understood. To address this question, we combined computational modeling analysis and molecular biology studies to perform a systematic investigation of signaling events regulated by microenvironment cytokines in hematopoietic cells from MDS patients. We examined dynamic changes of key signaling events, including the p38 MAPK and the c-Jun N-terminal kinase (JNK) pathway in bone marrow mononuclear cells from MDS patients or normal donors in response to TNF-α stimulation using reverse phase protein array technology. The results were analyzed by a novel computational model and preliminarily validated by immunohistochemistry analysis of the bone marrow tissues from twelve MDS patients and normal donors. Our systematic model revealed that the dynamic response patterns of p38 MAPK and JNK to TNF-α stimulation in MDS were different from that observed in normal marrow cells. Particularly, B-cell lymphoma-X (BCL-XL) protein degradation was regulated by the JNK pathway in normal cells, but by p38 MAPK in MDS cells. By immunohistochemistry, BCL-XL was highly expressed in hematopoietic cells from normal marrow, but was minimally expressed in MDS marrow. Additionally, immunostaining for phosphorylated p38 MAPKα showed much higher p38 MAPK activation in MDS marrows, supporting over-activation of p38 MAPK-enhanced degradation of BCL-XL in MDS. The degradation of BCL-XL triggered by p38 MAPK over-activation may contribute to the increasing apoptosis of marrow cells, a phenomenon commonly observed in MDS, and lead to ineffective hematopoiesis. Our study suggests that the combination of molecular biological studies and systematic modeling is a powerful tool for comprehensive investigation of the complex cellular mechanisms involved in MDS pathogenesis.

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Year:  2012        PMID: 22327869     DOI: 10.1039/c2mb05184b

Source DB:  PubMed          Journal:  Mol Biosyst        ISSN: 1742-2051


  9 in total

1.  Characterization of p38 MAPK isoforms for drug resistance study using systems biology approach.

Authors:  Huiming Peng; Tao Peng; Jianguo Wen; David A Engler; Risë K Matsunami; Jing Su; Le Zhang; Chung-Che Jeff Chang; Xiaobo Zhou
Journal:  Bioinformatics       Date:  2014-03-10       Impact factor: 6.937

2.  Modeling cell-cell interactions in regulating multiple myeloma initiating cell fate.

Authors:  Tao Peng; Huiming Peng; Dong Soon Choi; Jing Su; Chung-Che Jeff Chang; Xiaobo Zhou
Journal:  IEEE J Biomed Health Inform       Date:  2014-03       Impact factor: 5.772

3.  A phase I study of oral ARRY-614, a p38 MAPK/Tie2 dual inhibitor, in patients with low or intermediate-1 risk myelodysplastic syndromes.

Authors:  Guillermo Garcia-Manero; Hanna J Khoury; Elias Jabbour; Jeffrey Lancet; Shannon L Winski; LouAnn Cable; Selena Rush; Lara Maloney; Grant Hogeland; Mieke Ptaszynski; Monica Cabrero Calvo; Zach Bohannan; Alan List; Hagop Kantarjian; Rami Komrokji
Journal:  Clin Cancer Res       Date:  2014-12-05       Impact factor: 12.531

Review 4.  Multi-scale Modeling in Clinical Oncology: Opportunities and Barriers to Success.

Authors:  Thomas E Yankeelov; Gary An; Oliver Saut; E Georg Luebeck; Aleksander S Popel; Benjamin Ribba; Paolo Vicini; Xiaobo Zhou; Jared A Weis; Kaiming Ye; Guy M Genin
Journal:  Ann Biomed Eng       Date:  2016-07-06       Impact factor: 3.934

5.  Prediction of treatment efficacy for prostate cancer using a mathematical model.

Authors:  Huiming Peng; Weiling Zhao; Hua Tan; Zhiwei Ji; Jingsong Li; King Li; Xiaobo Zhou
Journal:  Sci Rep       Date:  2016-02-12       Impact factor: 4.379

Review 6.  Mathematical and Computational Modeling in Complex Biological Systems.

Authors:  Zhiwei Ji; Ke Yan; Wenyang Li; Haigen Hu; Xiaoliang Zhu
Journal:  Biomed Res Int       Date:  2017-03-13       Impact factor: 3.411

7.  Differential regulation of cell death pathways by the microenvironment correlates with chemoresistance and survival in leukaemia.

Authors:  Malak Yahia Qattan; Emyr Yosef Bakker; Ramkumar Rajendran; Daphne Wei-Chen Chen; Vaskar Saha; Jizhong Liu; Leo Zeef; Jean-Marc Schwartz; Luciano Mutti; Constantinos Demonacos; Marija Krstic-Demonacos
Journal:  PLoS One       Date:  2017-06-05       Impact factor: 3.240

8.  A systems biology approach to studying the molecular mechanisms of osteoblastic differentiation under cytokine combination treatment.

Authors:  Hua Tan; Ruoying Chen; Wenyang Li; Weiling Zhao; Yuanyuan Zhang; Yunzhi Yang; Jing Su; Xiaobo Zhou
Journal:  NPJ Regen Med       Date:  2017-03-10

Review 9.  Computational systems biology in cancer brain metastasis.

Authors:  Huiming Peng; Hua Tan; Weiling Zhao; Guangxu Jin; Sambad Sharma; Fei Xing; Kounosuke Watabe; Xiaobo Zhou
Journal:  Front Biosci (Schol Ed)       Date:  2016-01-01
  9 in total

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