Metabolomic signatures of inflammation and metabolic dysregulation in relation to colorectal cancer risk

被引:8
作者
Bever, Alaina M. [1 ,2 ]
Hang, Dong [3 ,4 ]
Lee, Dong Hoon [4 ,5 ]
Tabung, Fred K. [4 ,6 ,7 ]
Ugai, Tomotaka [1 ,8 ]
Ogino, Shuji [1 ,8 ,9 ]
Meyerhardt, Jeffrey A. [10 ,11 ]
Chan, Andrew T. [1 ,9 ,11 ,12 ]
Eliassen, A. Heather [1 ,11 ,13 ]
Liang, Liming [1 ,14 ]
Stampfer, Meir J. [1 ,4 ,11 ,13 ]
Song, Mingyang [1 ,4 ,11 ,12 ]
机构
[1] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, 655 Huntington Ave, Boston, MA 02115 USA
[2] Harvard Med Sch, Harvard MIT Div Hlth Sci & Technol, Boston, MA USA
[3] Nanjing Med Univ, Collaborat Innovat Ctr Canc Personalized Med, Dept Epidemiol & Biostat, Sch Publ Hlth,Jiangsu Key Lab Canc Biomarkers Pre, Nanjing, Peoples R China
[4] Harvard TH Chan Sch Publ Hlth, Dept Nutr, Boston, MA USA
[5] Yonsei Univ, Dept Sport Ind Studies, Seoul, South Korea
[6] Ohio State Univ, Coll Med, Columbus, OH USA
[7] Comprehens Canc Ctr, Columbus, OH USA
[8] Harvard Med Sch, Brigham & Womens Hosp, Dept Pathol, Program Mol Pathol Epidemiol, Boston, MA USA
[9] Broad Inst MIT & Harvard, Cambridge, MA USA
[10] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA USA
[11] Harvard Med Sch, Boston, MA USA
[12] Massachusetts Gen Hosp, Clin & Translat Epidemiol Unit, Boston, MA USA
[13] Brigham & Womens Hosp, Dept Med, Channing Div Network Med, Boston, MA USA
[14] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA USA
来源
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE | 2024年 / 116卷 / 07期
基金
美国国家卫生研究院;
关键词
C-PEPTIDE; MARKERS; ADIPONECTIN; PROFILES; ADENOMA; OBESITY; DIET; MEN;
D O I
10.1093/jnci/djae047
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Inflammation and metabolic dysregulation are associated with increased risk of colorectal cancer (CRC); the underlying mechanisms are not fully understood. We characterized metabolomic signatures of inflammation and metabolic dysregulation and evaluated the association of the signatures and individual metabolites with CRC risk.Methods Among 684 incident CRC cases and 684 age-matched controls in the Nurses' Health Study (n = 818 women) and Health Professionals Follow-up Study (n = 550 men), we applied reduced rank and elastic net regression to 277 metabolites for markers of inflammation (C-reactive protein, interleukin 6, tumor necrosis factor receptor superfamily member 1B, and growth differentiation factor 15) or metabolic dysregulation (body mass index, waist circumference, C-peptide, and adiponectin) to derive metabolomic signatures. We evaluated the association of the signatures and individual metabolites with CRC using multivariable conditional logistic regression. All statistical tests were 2-sided.Results We derived a signature of 100 metabolites that explained 24% of variation in markers of inflammation and a signature of 73 metabolites that explained 27% of variation in markers of metabolic dysregulation. Among men, both signatures were associated with CRC (odds ratio [OR] = 1.34, 95% confidence interval [CI] = 1.07 to 1.68 per 1-standard deviation increase, inflammation; OR = 1.25, 95% CI = 1.00 to 1.55 metabolic dysregulation); neither signature was associated with CRC in women. A total of 11 metabolites were individually associated with CRC and biomarkers of inflammation or metabolic dysregulation among either men or women.Conclusion We derived metabolomic signatures and identified individual metabolites associated with inflammation, metabolic dysregulation, and CRC, highlighting several metabolites as promising candidates involved in the inflammatory and metabolic dysregulation pathways for CRC incidence.
引用
收藏
页码:1126 / 1136
页数:11
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