Using bioinformatics methods to elucidate fatty acid-binding protein 4 as a potential biomarker for colon adenocarcinoma

被引:0
作者
Zhang, Yun [1 ]
Zhu, Wen-Li [2 ]
Wu, Min [3 ]
Gao, Tian-Yuan [4 ]
Hu, Hui-Xian [1 ]
Xu, Zheng-Yuan [1 ]
机构
[1] Wannan Med Coll, Dept Med Engn, 22 Wenchang Rd, Wuhu 241002, Anhui, Peoples R China
[2] Fourth Peoples Hosp Wuhu, Inpatient Ward 7, Wuhu 241002, Anhui, Peoples R China
[3] Fourth Peoples Hosp Wuhu, Inpatient Ward 16, Wuhu 241002, Peoples R China
[4] Wannan Med Coll, Dept Pathol, Affiliated Hosp 2, Wuhu 241000, Anhui, Peoples R China
关键词
FABP4; Colon adenocarcinoma; Biomarker; Cell adhesion; Immune pathways; Prognostic nomogram; ADIPOSE-TISSUE; CANCER;
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BACKGROUND Colon adenocarcinoma (COAD) ranks second in terms of cancer-related deaths. We found that fatty acid-binding protein 4 (FABP4), which is related to cell adhesion and immunity, affects the occurrence and development of COAD. This study focused on the possibility of using FABP4 as a biomarker for COAD and constructed a nomogram for predicting the survival of COAD patients. AIM To verify the possibility of using FABP4 as a biomarker for COAD. METHODS A total of 453 COAD tissue samples, along with 41 normal tissue samples, were obtained from The Cancer Genome Atlas database. The difference in FABP4 expression between COAD tissues and normal tissues was analyzed, and the results were verified by immunohistochemistry. The WGCNA algorithm links FABP4 expression with an enrichment analysis and with immune cell infiltration pathways. The biological functions of FABP4 and its coexpressed genes were explored through enrichment analyses. The ESTIMATE, CIBERSORT and ssGSEA methods were used for the immune infiltration analysis. Finally, risk scores were calculated by a Cox analysis. A nomogram was constructed by combining risk scores with routine clinicopathological factors. We assessed the accuracy of survival predictions based on the C-index. The C-index ranges from 0.5 to 1.0, and in general, a C-index value greater than 0.65 indicates a reasonable estimate. The results were validated using the Gene Expression Omnibus (GEO) database. RESULTS FABP4 was significantly differentially expressed in COAD. It is a promising auxiliary biomarker for screening and diagnosis. Enrichment analyses suggested that FABP4 may influence the invasion and progression of COAD through cell adhesion. The immunological analysis revealed that FABP4 expression in COAD was significantly positively correlated with immune cell infiltration. Moreover, a nomogram to predict the survival of COAD patients was successfully constructed by integrating the calculated risk scores of 15 candidate genes and routine clinicopathological factors. This nomogram could effectively predict 1-year, 3-year, and 5-year survival (C-index = 0.786) and was verified (C-index = 0.73). CONCLUSION This study established FABP4 as an effective biomarker for screening, assisting in the diagnosis and determining the prognosis.
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页数:18
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[11]   The peritumoural adipose tissue microenvironment and cancer. The roles of fatty acid binding protein 4 and fatty acid binding protein 5 [J].
Guaita-Esteruelas, S. ;
Guma, J. ;
Masana, L. ;
Borras, J. .
MOLECULAR AND CELLULAR ENDOCRINOLOGY, 2018, 462 :107-118
[12]   GSVA: gene set variation analysis for microarray and RNA-Seq data [J].
Haenzelmann, Sonja ;
Castelo, Robert ;
Guinney, Justin .
BMC BIOINFORMATICS, 2013, 14
[13]   Development of an immune-related gene prognostic risk model and identification of an immune infiltration signature in the tumor microenvironment of colon cancer [J].
Hao, Mengdi ;
Li, Huimin ;
Yi, Meng ;
Zhu, Yubing ;
Wang, Kun ;
Liu, Yin ;
Liang, Xiaoqing ;
Ding, Lei .
BMC GASTROENTEROLOGY, 2023, 23 (01)
[14]   Metabolic functions of FABPs-mechanisms and therapeutic implications [J].
Hotamisligil, Goekhan S. ;
Bernlohr, David A. .
NATURE REVIEWS ENDOCRINOLOGY, 2015, 11 (10) :592-605
[15]   Association between Inflammation and Function of Cell Adhesion Molecules Influence on Gastrointestinal Cancer Development [J].
Huang, Hsiang-Wei ;
Chang, Cheng-Chih ;
Wang, Chia-Siu ;
Lin, Kwang-Huei .
CELLS, 2021, 10 (01) :1-21
[16]   Cadherins, Selectins, and Integrins in CAM-DR in Leukemia [J].
Kim, Hye Na ;
Ruan, Yongsheng ;
Ogana, Heather ;
Kim, Yong-Mi .
FRONTIERS IN ONCOLOGY, 2020, 10
[17]   WGCNA: an R package for weighted correlation network analysis [J].
Langfelder, Peter ;
Horvath, Steve .
BMC BIOINFORMATICS, 2008, 9 (1)
[18]   Adipocyte Fatty Acid-Binding Protein, Cardiovascular Diseases and Mortality [J].
Lee, Chi-Ho ;
Lui, David T. W. ;
Lam, Karen S. L. .
FRONTIERS IN IMMUNOLOGY, 2021, 12
[19]   Cell adhesion molecules in endometrial cancer - A systematic review [J].
Lewczuk, Lukasz ;
Pryczynicz, Anna ;
Guzinska-Ustymowicz, Katarzyna .
ADVANCES IN MEDICAL SCIENCES, 2019, 64 (02) :423-429
[20]   SnapShot: FABP Functions [J].
Li, Bing ;
Hao, Jiaqing ;
Zeng, Jun ;
Sauter, Edward R. .
CELL, 2020, 182 (04) :1066-+