Identification of Candidate Genes and Therapeutic Agents for Light Chain Amyloidosis Based on Bioinformatics Approach

被引:5
作者
Bai, Wenxiang [1 ,2 ]
Wang, Honghua [1 ]
Bai, Hua [1 ,3 ]
机构
[1] Xiangshui Peoples Hosp, Comprehens Canc Ctr, Xiangshui 224600, Peoples R China
[2] Xiangshui Peoples Hosp, Dept Resp Med, Xiangshui 224600, Peoples R China
[3] Nanjing Univ, Med Sch, Affiliated Drum Tower Hosp, Dept Hematol, Nanjing 210008, Peoples R China
关键词
light chain amyloidosis; bioinformatics approach; differentially expressed genes; candidate genes; therapeutic agent; KINASE INHIBITOR; AURORA KINASE; PLASMA-CELLS; PHASE-II; CANCER; PROGNOSIS; FEATURES; RECEPTOR; BINDING; AT9283;
D O I
10.2147/PGPM.S228574
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Objective: Systemic amyloid light chain (AL) amyloidosis is a rare plasma cell disease. However, the regulatory mechanisms of AL amyloidosis have not been thoroughly uncovered, identification of candidate genes and therapeutic agents for this disease is crucial to provide novel insights into exploring the regulatory mechanisms underlying AL amyloidosis. Methods: The gene expression profile of GSE73040, including 9 specimens from AL amyloidosis patients and 5 specimens from normal control, was downloaded from GEO datasets. Differentially expressed genes (DEGs) were sorted with regard to AL amyloidosis versus normal control group using Limma package. The gene enrichment analyses including GO and KEGG pathway were performed using DAVID website subsequently. Furthermore, the protein-protein interaction (PPI) network for DEGs was constructed by Cytoscape software and STRING database. DEGs were mapped to the connectivity map datasets to identify potential molecular agents of AL amyloidosis. Results: A total of 1464 DEGs (727 up-regulated, 737 down-regulated) were identified in AL amyloidosis samples versus control samples, these dysregulated genes were associated with the dysfunction of ribosome biogenesis and immune response. PPI network and module analysis uncovered that several crucial genes were defined as candidate genes, including ITGAM, ITGB2, ITGAX, IMP3 and FBL. More importantly, we identified the small molecular agents (AT-9283, Ritonavir and PKC beta-inhibitor) as the potential drugs for AL amyloidosis. Conclusion: Using bioinformatics approach, we have identified candidate genes and pathways in AL amyloidosis, which can extend our understanding of the cause and molecular mechanisms, and these crucial genes and pathways could act as biomarkers and therapeutic targets for AL amyloidosis.
引用
收藏
页码:387 / 396
页数:10
相关论文
共 42 条
[1]  
[Anonymous], 2003, GENOME BIOL
[2]   MultiContrast Delayed Enhancement (MCODE) improves detection of subendocardial myocardial infarction by late gadolinium enhancement cardiovascular magnetic resonance: a clinical validation study [J].
Bandettini, W. Patricia ;
Kellman, Peter ;
Mancini, Christine ;
Booker, Oscar Julian ;
Vasu, Sujethra ;
Leung, Steve W. ;
Wilson, Joel R. ;
Shanbhag, Sujata M. ;
Chen, Marcus Y. ;
Arai, Andrew E. .
JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2012, 14
[3]   Correlating ribosome function with high-resolution structures [J].
Bashan, Anat ;
Yonath, Ada .
TRENDS IN MICROBIOLOGY, 2008, 16 (07) :326-335
[4]   Understanding RAGE, the receptor for advanced glycation end products [J].
Bierhaus, A ;
Humpert, PM ;
Morcos, M ;
Wendt, T ;
Chavakis, T ;
Arnold, B ;
Stern, DM ;
Nawroth, PP .
JOURNAL OF MOLECULAR MEDICINE-JMM, 2005, 83 (11) :876-886
[5]   IMP3 overexpression occurs in various important cancer types and is linked to aggressive tumor features: A tissue microarray study on 8,877 human cancers and normal tissues [J].
Burdelski, Christoph ;
Jakani-Karimi, Nilofar ;
Jacobsen, Frank ;
Moeller-Koop, Christina ;
Miner, Sarah ;
Simon, Ronald ;
Sauter, Guido ;
Steurer, Stefan ;
Clauditz, Til S. ;
Wilczak, Waldemar .
ONCOLOGY REPORTS, 2018, 39 (01) :3-12
[6]   Inhibition of RNA Polymerase I as a Therapeutic Strategy to Promote Cancer-Specific Activation of p53 [J].
Bywater, Megan J. ;
Poortinga, Gretchen ;
Sanij, Elaine ;
Hein, Nadine ;
Peck, Abigail ;
Cullinane, Carleen ;
Wall, Meaghan ;
Cluse, Leonie ;
Drygin, Denis ;
Anderes, Kenna ;
Huser, Nanni ;
Proffitt, Chris ;
Bliesath, Joshua ;
Haddach, Mustapha ;
Schwaebe, Michael K. ;
Ryckman, David M. ;
Rice, William G. ;
Schmitt, Clemens ;
Lowe, Scott W. ;
Johnstone, Ricky W. ;
Pearson, Richard B. ;
McArthur, Grant A. ;
Hannan, Ross D. .
CANCER CELL, 2012, 22 (01) :51-65
[7]   Systemic Light-Chain Amyloidosis: Advances in Diagnosis, Prognosis, and Therapy [J].
Cohen, Adam D. ;
Comenzo, Raymond L. .
HEMATOLOGY-AMERICAN SOCIETY OF HEMATOLOGY EDUCATION PROGRAM, 2010, :287-294
[8]   ICAM-1 (CD54) - A COUNTER-RECEPTOR FOR MAC-1 (CD11B CD18) [J].
DIAMOND, MS ;
STAUNTON, DE ;
DEFOUGEROLLES, AR ;
STACKER, SA ;
GARCIAAGUILAR, J ;
HIBBS, ML ;
SPRINGER, TA .
JOURNAL OF CELL BIOLOGY, 1990, 111 (06) :3129-3139
[9]  
El Hassouni B, 2018, CURR MED CHEM
[10]   Identification of prostate cancer hub genes and therapeutic agents using bioinformatics approach [J].
Fang, Enhao ;
Zhang, Xiuqing ;
Wang, Qi ;
Wang, Daoming .
CANCER BIOMARKERS, 2017, 20 (04) :553-561