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flowPloidy: An R package for genome size and ploidy assessment of flow cytometry data

机译:flowPloidy:用于基因组大小和流式细胞仪数据的倍性评估的R包

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Premise of the Study Despite advantages in terms of reproducibility, histogram analysis based on nonlinear regression is rarely used in genome size assessments in plant biology. This is due in part to the lack of a freely available program to implement the procedure. We have developed such a program, the R package flowPloidy. Methods and Results flowPloidy builds on the existing statistical tools provided with the R environment. This base provides tools for importing flow cytometry data, fitting nonlinear regressions, and interactively visualizing data. flowPloidy adds tools for building flow cytometry models, fitting the models to histogram data, and producing visual and tabular summaries of the results. Conclusions flowPloidy fills an important gap in the study of plant genome size. This package will enable plant scientists to apply a more powerful statistical technique for assessing genome size. flowPloidy improves on existing software options by providing a no‐cost workflow streamlined for genome size and ploidy determination.
机译:研究的前提尽管在重现性方面有优势,但基于非线性回归的直方图分析很少用于植物生物学的基因组大小评估中。这部分是由于缺乏免费的程序来执行该程序。我们已经开发了这样的程序,即R包flowPloidy。方法和结果flowPloidy建立在R环境提供的现有统计工具的基础上。该基础提供了用于导入流式细胞仪数据,拟合非线性回归以及交互式地可视化数据的工具。 flowPloidy添加了用于构建流式细胞仪模型,将模型与直方图数据拟合以及生成结果的视觉和表格摘要的工具。结论flowPloidy填补了植物基因组大小研究的重要空白。该软件包将使植物科学家能够应用更强大的统计技术来评估基因组大小。 flowPloidy通过提供简化的基因组大小和倍性测定的免费工作流程,改进了现有软件选件。

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