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Optical characterization of heat dependent collagen denaturation via Mueller matrix polarimetry in combination with principal component analysis

机译:通过Mueller基质偏振偏振的热依赖性胶原变性的光学表征与主成分分析组合

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摘要

Polarization properties of collagen in acidic and natural solutions were analyzed by a decoupling analytical technique based on Mueller matrix polarimetry (MMP). The proposed method was employed to derive five effective optical parameters of collagen solutions: (1) orientation angle of linear birefringence, (2) phase retardance of linear birefringence, (3) orientation angle of linear dichroism, (4) value of linear dichroism, and (5) optical rotation angle of circular birefringence. The temperature dependence of optical parameters was observed, and the denaturation (transition) temperature of collagen in two different solvents was deduced as 33.38 +/- 2.78 degrees C and 36.83 +/- 2.43 degrees C for acidic and natural solutions, respectively, based on a total of 100 measurements. Furthermore, using scatter plots generated by the first two components of principal component analysis (PCA), it was possible to distinguish all denaturized versus native and acid versus dialysis samples based on scatter plots. In comparison to higher cost and complex alternatives, such as circular dichroism spectroscopy, our results show the promise of using the combination of MMP and PCA as a low-cost method for identification and characterization of collagen denaturation. (C) 2021 Optical Society of America
机译:采用基于穆勒矩阵旋光法(MMP)的解耦分析技术,分析了胶原在酸性溶液和天然溶液中的偏振特性。该方法用于推导胶原溶液的五个有效光学参数:(1)线性双折射的取向角,(2)线性双折射的相位延迟,(3)线性二向色性的取向角,(4)线性二向色性的值,以及(5)圆双折射的旋光角。观察了光学参数的温度依赖性,根据总共100次测量,胶原在两种不同溶剂中的变性(转变)温度分别为33.38+/-2.78℃和36.83+/-2.43℃。此外,使用由主成分分析(PCA)的前两个成分生成的散点图,可以根据散点图区分所有变性样品与天然样品以及酸与透析样品。与成本更高、更复杂的替代方法(如圆二色谱法)相比,我们的结果表明,将MMP和PCA相结合作为一种低成本的胶原变性识别和表征方法是有希望的。(2021)美国光学学会

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  • 来源
    《Applied optics》 |2021年第9期|共6页
  • 作者单位

    Istanbul Tech Univ Dept Elect &

    Commun Engn TR-34469 Istanbul Turkey;

    Istanbul Tech Univ Dept Elect &

    Commun Engn TR-34469 Istanbul Turkey;

    Istanbul Tech Univ Dept Elect &

    Commun Engn TR-34469 Istanbul Turkey;

    Bahcesehir Univ Fac Engn &

    Nat Sci TR-34349 Istanbul Turkey;

    Istanbul Medeniyet Univ Sch Engn &

    Nat Sci Biomed Engn Dept TR-34700 Istanbul Turkey;

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