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The ChromLog D approach provides a practical balance between throughput and quantitative performance for lipophilicity assessment. It is particularly advantageous for ionizable, complex, and adsorption-prone compounds that are difficult to evaluate using conventional approaches. In practice, direct logk′ measurement can be used for rapid compound ranking and prioritization, while calibrated ChromLog D offers improved quantitative estimation. This dual capability makes ChromLog D a useful and flexible tool for early-stage drug discovery and high-throughput profiling of emerging chemical modalities.

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