A metabolome-wide case-control study of african american breast cancer patients

被引:2
作者
Luo, Jiajun [1 ,2 ,3 ]
Kibriya, Muhammad G. [1 ,2 ]
Chen, Hui [4 ]
Kim, Karen [2 ,3 ,5 ]
Ahsan, Habibul [1 ,2 ,3 ]
Olopade, Olufunmilayo I. [5 ]
Olopade, Christopher S. [5 ]
Aschebrook-Kilfoy, Briseis [1 ,2 ,3 ]
Huo, Dezheng [1 ,2 ,3 ,5 ]
机构
[1] Univ Chicago Biol Sci, Dept Publ Hlth Sci, 5841 S Maryland Ave MC2000, Chicago, IL 60637 USA
[2] Univ Chicago, Inst Populat & Precis Hlth, Chicago, IL 60637 USA
[3] Univ Chicago, Comprehens Canc Ctr, Chicago, IL 60637 USA
[4] Univ Illinois, Mass Spectrometry Core, Chicago, IL USA
[5] Univ Chicago, Dept Med, Chicago, IL 60637 USA
关键词
breast cancer; metabolome; metabolomics; prostaglandin; leukotriene; glycerophospholipid; CARDIOVASCULAR-DISEASE MORTALITY; PHYSICAL-ACTIVITY; CARDIAC TOXICITY; HEART-FAILURE; OLDER WOMEN; RISK; SURVIVORS; ADJUVANT; ANTHRACYCLINE; CHEMOTHERAPY;
D O I
10.1186/s12885-023-10656-1
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundBreast cancer survivors face long-term sequelae compared to the general population, suggesting altered metabolic profiles after breast cancer. We used metabolomics approaches to investigate the metabolic differences between breast cancer patients and women in the general population, aiming to elaborate metabolic changes among breast cancer patients and identify potential targets for clinical interventions to mitigate long-term sequelae.MethodsSerum samples were retrieved from 125 breast cancer cases recruited from the Chicago Multiethnic Epidemiologic Breast Cancer Cohort (ChiMEC), and 125 healthy controls selected from Chicago Multiethnic Prevention and Surveillance Study (COMPASS). We used liquid chromatography-high resolution mass spectrometry to obtain untargeted metabolic profiles and partial least squares discriminant analysis (PLS-DA) combined with fold change to select metabolic features associated with breast cancer. Pathway analyses were conducted using Mummichog to identify differentially enriched metabolic pathways among cancer patients. As potential confounders we included age, marital status, tobacco smoking, alcohol drinking, type 2 diabetes, and area deprivation index in our model. Random effects of residence for intercept was also included in the model. We further conducted subgroup analysis by treatment timing (chemotherapy/radiotherapy/surgery), lymph node status, and cancer stages.ResultsThe entire study participants were African American. The average ages were 57.1 for cases and 58.0 for controls. We extracted 15,829 features in total, among which 507 features were eventually selected by our criteria. Pathway enrichment analysis of these 507 features identified three differentially enriched metabolic pathways related to prostaglandin, leukotriene, and glycerophospholipid. The three pathways demonstrated inconsistent patterns. Metabolic features in the prostaglandin and leukotriene pathways exhibited increased abundances among cancer patients. In contrast, metabolic intensity in the glycerolphospholipid pathway was deregulated among cancer patients. Subgroup analysis yielded consistent results. However, changes in these pathways were strengthened when only using cases with positive lymph nodes, and attenuated when only using cases with stage I disease.ConclusionBreast cancer in African American women is associated with increase in serum metabolites involved in prostaglandin and leukotriene pathways, but with decrease in serum metabolites in glycerolphospholipid pathway. Positive lymph nodes and advanced cancer stage may strengthen changes in these pathways.
引用
收藏
页数:11
相关论文
共 65 条
  • [21] Untargeted Metabolomic Analysis of Human Plasma Indicates Differentially Affected Polyamine and L-Arginine Metabolism in Mild Cognitive Impairment Subjects Converting to Alzheimer's Disease
    Graham, Stewart F.
    Chevallier, Olivier P.
    Elliott, Christopher T.
    Hoelscher, Christian
    Johnston, Janet
    McGuinness, Bernadette
    Kehoe, Patrick G.
    Passmore, Anthony Peter
    Green, Brian D.
    [J]. PLOS ONE, 2015, 10 (03):
  • [22] The connection between the breast and heart in a woman: Breast cancer and cardiovascular disease
    Gulati, Martha
    Mulvagh, Sharon L.
    [J]. CLINICAL CARDIOLOGY, 2018, 41 (02) : 253 - 257
  • [23] Mechanisms of glycerophospholipid homeostasis in mammalian cells
    Hermansson, Martin
    Hokynar, Kati
    Somerharju, Pentti
    [J]. PROGRESS IN LIPID RESEARCH, 2011, 50 (03) : 240 - 257
  • [24] Recreational Physical Activity and Leisure-Time Sitting in Relation to Postmenopausal Breast Cancer Risk
    Hildebrand, Janet S.
    Gapstur, Susan M.
    Campbell, Peter T.
    Gaudet, Mia M.
    Patel, Alpa V.
    [J]. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2013, 22 (10) : 1906 - 1912
  • [25] Long-term risk of cardiovascular disease in 10-year survivors of breast cancer
    Hooning, Maartje J.
    Botma, Akke
    Aleman, Berthe M. P.
    Baaijens, Margreet H. A.
    Bartelink, Harry
    Klijn, Jan G. M.
    Taylor, Carolyn W.
    van Leeuvven, Flora E.
    [J]. JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2007, 99 (05): : 365 - 375
  • [26] The effect of exemestane, anastrozole, and tamoxifen on lipid profiles in Japanese postmenopausal early breast cancer patients: final results of National Surgical Adjuvant Study BC 04, the TEAM Japan sub-study
    Hozumi, Y.
    Suemasu, K.
    Takei, H.
    Aihara, T.
    Takehara, M.
    Saito, T.
    Ohsumi, S.
    Masuda, N.
    Ohashi, Y.
    [J]. ANNALS OF ONCOLOGY, 2011, 22 (08) : 1777 - 1782
  • [27] Genome-wide association studies in women of African ancestry identified 3q26.21 as a novel susceptibility locus for oestrogen receptor negative breast cancer
    Huo, Dezheng
    Feng, Ye
    Haddad, Stephen
    Zheng, Yonglan
    Yao, Song
    Han, Yoo-Jeong
    Ogundiran, Temidayo O.
    Adebamowo, Clement
    Ojengbede, Oladosu
    Falusi, Adeyinka G.
    Zheng, Wei
    Blot, William
    Cai, Qiuyin
    Signorello, Lisa
    John, Esther M.
    Bernstein, Leslie
    Hu, Jennifer J.
    Ziegler, Regina G.
    Nyante, Sarah
    Bandera, Elisa V.
    Ingles, Sue A.
    Press, Michael F.
    Deming, Sandra L.
    Rodriguez-Gil, Jorge L.
    Nathanson, Katherine L.
    Domchek, Susan M.
    Rebbeck, Timothy R.
    Ruiz-Narvaez, Edward A.
    Sucheston-Campbell, Lara E.
    Bensen, Jeannette T.
    Simon, Michael S.
    Hennis, Anselm
    Nemesure, Barbara
    Leske, M. Cristina
    Ambs, Stefan
    Chen, Lin S.
    Qian, Frank
    Gamazon, Eric R.
    Lunetta, Kathryn L.
    Cox, Nancy J.
    Chanock, Stephen J.
    Kolonel, Laurence N.
    Olshan, Andrew F.
    Ambrosone, Christine B.
    Olopade, Olufunmilayo I.
    Palmer, Julie R.
    Haiman, Christopher A.
    [J]. HUMAN MOLECULAR GENETICS, 2016, 25 (21) : 4835 - 4846
  • [28] Evaluation of 19 susceptibility loci of breast cancer in women of African ancestry
    Huo, Dezheng
    Zheng, Yonglan
    Ogundiran, Temidayo O.
    Adebamowo, Clement
    Nathanson, Katherine L.
    Domchek, Susan M.
    Rebbeck, Timothy R.
    Simon, Michael S.
    John, Esther M.
    Hennis, Anselm
    Nemesure, Barbara
    Wu, Suh-Yuh
    Leske, M. Cristina
    Ambs, Stefan
    Niu, Qun
    Zhang, Jing
    Cox, Nancy J.
    Olopade, Olufunmilayo I.
    [J]. CARCINOGENESIS, 2012, 33 (04) : 835 - 840
  • [29] Prediction of BRCA Mutations Using the BRCAPRO Model in Clinic-Based African American, Hispanic, and Other Minority Families in the United States
    Huo, Dezheng
    Senie, Ruby T.
    Daly, Mary
    Buys, Saundra S.
    Cummings, Shelly
    Ogutha, Jacqueline
    Hope, Kisha
    Olopade, Olufunmilayo I.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2009, 27 (08) : 1184 - 1190
  • [30] Metabolomic profiling of lung function in Costa-Rican children with asthma
    Kelly, Rachel S.
    Virkud, Yamini
    Giorgio, Rachel
    Celedon, Juan C.
    Weiss, Scott T.
    Lasky-Su, Jessica
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR BASIS OF DISEASE, 2017, 1863 (06): : 1590 - 1595