Principal Component Analysis of Infraspecific Bacteria

Gary Darland

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Principal Component Analysis of Infraspecific Bacteria

机译：亚种下细菌的主成分分析

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In certain types of ecological investigations it may be desirable to investigate infraspecific variation in bacteria. Principal component analysis is demonstrated to be satisfactory for this purpose. Hypothetical bacterial populations were used to show that such analysis can be used to compare collections of bacterial isolates taken at different times or from different sources. Alternatively, given n isolates, whether they represent a single bacterial population can be determined. The method is applied to authentic collections of bacteria in three separate analyses. The results are compatible with current taxonomic tenets.

机译：在某些类型的生态调查中，可能需要调查细菌的种下变异。主成分分析已被证明可满足此目的。假设的细菌种群被用来表明这种分析可以用来比较不同时间或不同来源的细菌分离物的收集。可替代地，给定n个分离株，可以确定它们是否代表单个细菌种群。该方法适用于三个独立分析中的真实细菌收集。结果与当前的分类学原则相符。

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《Applied Microbiology》 |1975年第2期|共8页
作者
Gary Darland;
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中图分类微生物学;
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1. Constituents with independence from growth temperature for bacteria using pyrolysis-gas chromatography/differential mobility spectrometry with analysis of variance and principal component analysis [J] . Prasad S, Pierce KM, Schmidt H, The Analyst: The Analytical Journal of the Royal Society of Chemistry: A Monthly International Publication Dealing with All Branches of Analytical Chemistry . 2008,第6期

机译：热解-气相色谱/差示迁移谱法分析细菌与生长温度无关的成分，并进行方差分析和主成分分析
2. Raman Microspectral Study and Classification of the Pathological Evolution of Breast Cancer Using Both Principal Component Analysis-Linear Discriminant Analysis and Principal Component Analysis-Support Vector Machine [J] . Heping Li, Yu Ren, Fan Yu, Journal of spectroscopy . 2021,第a期

机译：拉曼微渗流分辨率使用主成分分析 - 线性判别分析和主成分分析 - 支持向量机使用乳腺癌病理演化的研究和分类
3. Principal component analysis of MALDI-TOF MS of whole-cell foodborne pathogenic bacteria [J] . Yan Wenjing, Qian Jing, Ge Yongjie, Analytical Biochemistry: An International Journal of Analytical and Preparative Methods . 2020,第期

机译：全细胞食源性致病菌MALDI-TOF MS的主要成分分析
4. Natural Products Drug Discovery from Marine Invertebrate-Associated Bacteria: Strain Selection Using Principal Component Analysis of LC/MS Data [C] . Gregory A. Ellis1, Yanpeng Hou, Thomas P. Wyche, American Society for Mass Spectrometry Conference on Mass Spectrometry and Allied Topics . 2013

机译：来自海洋无脊椎相关细菌的天然产物药物发现：使用LC / MS数据的主成分分析应变选择
5. Instability in principal component analysis: Forming a consensus principal component from multiple sample principal components. [D] . Spurgin, William D. 2016

机译：主成分分析中的不稳定性：由多个样本主成分组成一个共识主成分。
6. Principal Component Analysis of Infraspecific Bacteria [O] . Gary Darland 1975

机译：亚种下细菌的主成分分析
7. Raman Microspectral Study and Classification of the Pathological Evolution of Breast Cancer Using Both Principal Component Analysis-Linear Discriminant Analysis and Principal Component Analysis-Support Vector Machine [O] . Heping Li, Yu Ren, Fan Yu, 2021

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8. Bacteria Classification via Surface Enhanced Raman Spectroscopy and Principal Component Analysis [R] . Guicheteau, J., Christesen, S., Emge, D., 2006

机译：通过表面增强拉曼光谱和主成分分析进行细菌分类

Principal Component Analysis of Infraspecific Bacteria

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