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Strong Inference for Systems Biology

机译:系统生物学的强推论

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Platt's 1964 essay on strong inference [1] illuminates a rational approach to scientific inquiry that integrates seamlessly with current investigations on the operation of complex biological systems. Yet in re-examining the 1964 essay in light of current trends, it is apparent that the groundbreaking approach has failed to become universal. Here it is argued that both the opportunity and the need to follow Platt's advice are now greater than ever. A revised method of strong inference for systems biology is presented and applied to analyze longstanding questions in cardiac energy metabolism. It is shown how this logical framework combined with computational-based hypothesis testing illuminates unresolved questions regarding how the energetic state of the heart is maintained in response to changes in the rate of ATP hydrolysis.
机译:普拉特(Platt)于1964年发表的有关强推论的文章[1]阐明了一种合理的科学探究方法,该方法与当前对复杂生物系统运行的研究无缝结合。然而,根据当前的趋势重新审视1964年的论文,很显然,这种开创性的方法未能普及。在这里,人们认为,现在遵循普拉特的建议的机会和需求都比以往任何时候都更大。提出了一种经过修订的系统生物学强推论方法,并将其应用于分析心脏能量代谢中长期存在的问题。结果表明,这种逻辑框架与基于计算的假设检验相结合如何阐明了尚未解决的问题,这些问题是如何响应ATP水解速率的变化而保持心脏的能量状态。

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