A proteomic signature that reflects pancreatic beta-cell function

被引:6
作者
Curran, Aoife M. [1 ,2 ]
Scott-Boyer, Marie Pier [3 ]
Kaput, Jim [4 ,7 ]
Ryan, Miriam F. [1 ]
Drummond, Elaine [1 ,2 ]
Gibney, Eileen R. [1 ,2 ]
Gibney, Michael J. [1 ,2 ]
Roche, Helen M. [1 ,2 ,5 ,6 ]
Brennan, Lorraine [1 ,2 ]
机构
[1] Ireland Univ Coll Dublin, Univ Coll Dublin, UCD Sch Agr & Food Sci, Inst Food & Hlth, Dublin, Ireland
[2] Ireland Univ Coll Dublin, Univ Coll Dublin, FHI, Dublin, Ireland
[3] Univ Trento, Ctr Computat & Syst Biol COSBI, Microsoft Res, Rovereto, Italy
[4] Nestle Inst Hlth Sci, Lausanne, Switzerland
[5] Univ Coll Dublin, Nutrigen Res Grp, UCD Conway Inst Biomol & Biomed Res, Dublin, Ireland
[6] Univ Coll Dublin, UCD Inst Food & Hlth, Sch Publ Hlth Physiotherapy & Sports Sci, Dublin, Ireland
[7] Vydiant Inc, Gold River, CA USA
关键词
INSULIN; ENDORPHIN; SECRETION; GLUCAGON; HEALTHY; OBESITY; TISSUE;
D O I
10.1371/journal.pone.0202727
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Aim Proteomics has the potential to enhance early identification of beta-cell dysfunction, in conjunction with monitoring the various stages of type 2 diabetes onset. The most routine method of assessing pancreatic beta-cell function is an oral glucose tolerance test, however this method is time consuming and carries a participant burden. The objectives of this research were to identify protein signatures and pathways related to pancreatic beta-cell function in fasting blood samples. Methods Beta-cell function measures were calculated for MECHE study participants who completed an oral glucose tolerance test and had proteomic data (n = 100). Information on 1,129 protein levels was obtained using the SOMAscan assay. Receiver operating characteristic curves were used to assess discriminatory ability of proteins of interest. Subsequent in vitro experiments were performed using the BRIN-BD11 pancreatic beta-cell line. Replication of findings were achieved in a second human cohort where possible. Results Twenty-two proteins measured by aptamer technology were significantly associated with beta-cell function/HOMA-IR while 17 proteins were significantly associated with the disposition index (p <= 0.01). Receiver operator characteristic curves determined the protein panels to have excellent discrimination between low and high beta-cell function. Linear regression analysis determined that beta-endorphin and IL-17F have strong associations with beta-cell function/HOMA-IR, beta = 0.039 (p = 0.005) and beta = -0.027 (p = 0.013) respectively. Calcineurin and CRTAM were strongly associated with the disposition index (beta = 0.005 and beta = 0.005 respectively, p = 0.012). In vitro experiments confirmed that IL-17F modulated insulin secretion in the BRI N-BD1 1 cell line, with the lower concentration of 10 ng/mL significantly increasing glucose stimulated insulin secretion (p = 0.043). Conclusions Early detection of compromised beta-cell function could allow for implementation of nutritional and lifestyle interventions before progression to type 2 diabetes.
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页数:19
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