Near-Infrared Spectroscopy for Growth Estimation of Spirulina platensis Cultures.

IF 2.3 Q3 BIOCHEMICAL RESEARCH METHODS
Lamprini Malletzidou, Eleni Kyratzopoulou, Nikoletta Kyzaki, Evangelos Nerantzis, Nikolaos A Kazakis
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Abstract

The present study proposes the use of Near-Infrared (NIR) spectroscopy as a rapid method for estimating the growth of Spirulina platensis cultures, avoiding any sample manipulation or pretreatment. NIR spectroscopy in diffuse reflectance mode was used on culture volumes as received, with Principal Component Analysis (PCA) and Partial Least Squares (PLS) linear regression, for developing the calibration model in the wavelength range of 1000-2500 nm, in order to choose the appropriate wavelength to estimate the growth of the microalga. The local reflectance maximum at 1062.6 nm, connected with reduced water absorption and scattering effects by the microalga, was identified from PCA as the positive peak in the first loading plot, correlating diffuse reflectance with dilution levels. The calibration curve of diffuse reflectance at 1062.6 nm in response to dilution presented strong linearity, supported by a coefficient of determination (R2) of 0.995. Cross-validation of NIR spectra with a S. platensis culture confirmed the method's reliability, showing that the growth follows an exponential pattern. The study shows that diffuse reflectance NIR spectroscopy can be used for the rapid monitoring of Spirulina platensis growth.

利用近红外光谱估算螺旋藻培养物的生长情况
本研究提出使用近红外光谱(NIR)作为一种快速方法来估算螺旋藻培养物的生长情况,避免了任何样品操作或预处理。使用漫反射模式的近红外光谱仪对收到的培养体积进行分析,并通过主成分分析(PCA)和偏最小二乘法(PLS)线性回归建立波长范围为 1000-2500 nm 的校准模型,以选择合适的波长来估算微藻的生长情况。PCA 确定了 1062.6 nm 处的局部反射率最大值,该值与微藻对水的吸收和散射效应减少有关,是第一个加载图中的正峰,将漫反射率与稀释水平相关联。1062.6 nm 波长处的漫反射随稀释度变化的校准曲线具有很强的线性,判定系数 (R2) 为 0.995。用 S. platensis 培养物对近红外光谱进行交叉验证证实了该方法的可靠性,表明其生长遵循指数模式。该研究表明,漫反射近红外光谱法可用于快速监测螺旋藻的生长。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Methods and Protocols
Methods and Protocols Biochemistry, Genetics and Molecular Biology-Biochemistry, Genetics and Molecular Biology (miscellaneous)
CiteScore
3.60
自引率
0.00%
发文量
85
审稿时长
8 weeks
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