Calling Biomarkers in Milk Using a Protein Microarray on Your Smartphone

被引:54
作者
Ludwig, Susann K. J. [1 ]
Tokarski, Christian [2 ]
Lang, Stefan N. [2 ]
van Ginkel, Leendert A. [1 ]
Zhu, Hongying [3 ]
Ozcan, Aydogan [3 ,4 ,5 ]
Nielen, Michel W. F. [1 ,6 ]
机构
[1] RIKILT Wageningen UR, Wageningen, Netherlands
[2] Univ Jena, Biol Pharmazeut Fak, Jena, Germany
[3] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90024 USA
[4] Univ Calif Los Angeles, Dept Bioengn, Los Angeles, CA 90024 USA
[5] Univ Calif Los Angeles, Calif NanoSyst Inst CNSI, Los Angeles, CA 90024 USA
[6] Wageningen Univ, Organ Chem Lab, NL-6700 AP Wageningen, Netherlands
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
RECOMBINANT BOVINE SOMATOTROPIN; GROWTH-HORMONE; PLATFORM; DIAGNOSTICS; POINT; ABUSE; IGF-1;
D O I
10.1371/journal.pone.0134360
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
Here we present the concept of a protein microarray-based fluorescence immunoassay for multiple biomarker detection in milk extracts by an ordinary smartphone. A multiplex immunoassay was designed on a microarray chip, having built-in positive and negative quality controls. After the immunoassay procedure, the 48 microspots were labelled with Quantum Dots (QD) depending on the protein biomarker levels in the sample. QD-fluorescence was subsequently detected by the smartphone camera under UV light excitation from LEDs embedded in a simple 3D-printed opto-mechanical smartphone attachment. The somewhat aberrant images obtained under such conditions, were corrected by newly developed Android-based software on the same smartphone, and protein biomarker profiles were calculated. The indirect detection of recombinant bovine somatotropin (rbST) in milk extracts based on altered biomarker profile of anti-rbST antibodies was selected as a real-life challenge. RbST-treated and untreated cows clearly showed reproducible treatment-dependent biomarker profiles in milk, in excellent agreement with results from a flow cytometer reference method. In a pilot experiment, anti-rbST antibody detection was multiplexed with the detection of another rbST-dependent biomarker, insulin-like growth factor 1 (IGF-1). Milk extract IGF-1 levels were found to be increased after rbST treatment and correlated with the results obtained from the reference method. These data clearly demonstrate the potential of the portable protein microarray concept towards simultaneous detection of multiple biomarkers. We envisage broad application of this 'protein microarray on a smartphone'-concept for on-site testing, e.g., in food safety, environment and health monitoring.
引用
收藏
页数:13
相关论文
共 31 条
[1]  
[Anonymous], 1999, Official Journal of the European Commununities, L, V331, P71
[2]  
BICK P H, 1990, Animal Biotechnology, V1, P61, DOI 10.1080/10495399009525729
[3]   Computational imaging, sensing and diagnostics for global health applications [J].
Coskun, Ahmet F. ;
Ozcan, Aydogan .
CURRENT OPINION IN BIOTECHNOLOGY, 2014, 25 :8-16
[4]   A personalized food allergen testing platform on a cellphone [J].
Coskun, Ahmet F. ;
Wong, Justin ;
Khodadadi, Delaram ;
Nagi, Richie ;
Tey, Andrew ;
Ozcan, Aydogan .
LAB ON A CHIP, 2013, 13 (04) :636-640
[5]   Use of porous membranes modified with polyelectrolyte multilayers as substrates for protein arrays with low nonspecific adsorption [J].
Dai, JH ;
Baker, GL ;
Bruening, ML .
ANALYTICAL CHEMISTRY, 2006, 78 (01) :135-140
[6]   Increased milk levels of insulin-like growth factor 1 (IGF-1) for the identification of bovine somatotropin (bST) treated cows [J].
Daxenberger, A ;
Breier, BH ;
Sauerwein, H .
ANALYST, 1998, 123 (12) :2429-2435
[7]   Changes in plasma and milk concentrations of glucose and IGF-1 in response to exogenous growth hormone in lactating goats [J].
Faulkner, A .
JOURNAL OF DAIRY RESEARCH, 1999, 66 (02) :207-214
[8]   Point of Care Diagnostics: Status and Future [J].
Gubala, Vladimir ;
Harris, Leanne F. ;
Ricco, Antonio J. ;
Tan, Ming X. ;
Williams, David E. .
ANALYTICAL CHEMISTRY, 2012, 84 (02) :487-515
[9]   Detecting growth hormone abuse in athletes [J].
Holt, Richard I. G. .
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2011, 401 (02) :449-462
[10]   A smartphone dongle for diagnosis of infectious diseases at the point of care [J].
Laksanasopin, Tassaneewan ;
Guo, Tiffany W. ;
Nayak, Samiksha ;
Sridhara, Archana A. ;
Xie, Shi ;
Olowookere, Owolabi O. ;
Cadinu, Paolo ;
Meng, Fanxing ;
Chee, Natalie H. ;
Kim, Jiyoon ;
Chin, Curtis D. ;
Munyazesa, Elisaphane ;
Mugwaneza, Placidie ;
Rai, Alex J. ;
Mugisha, Veronicah ;
Castro, Arnold R. ;
Steinmiller, David ;
Linder, Vincent ;
Justman, Jessica E. ;
Nsanzimana, Sabin ;
Sia, Samuel K. .
SCIENCE TRANSLATIONAL MEDICINE, 2015, 7 (273) :273re1