“… 4–6 Membrane technology, 7 due to its selective permeation or retention and diverse application forms, has been widely used in the processes of separation, concentration, or purification of natural products with various industrial and scientific purposes. 8,9 As for regulating membrane affinity, which is a research focus and challenge, concept and practice have gradually evolved from extracting compounds with specific structures (structure-oriented) to extracting a class of compounds with desired pharmaceutical functions (function-oriented). There are several methods that could be referenced: (1) extrathermodynamics-based research: the relationship between chromatographic retention and physicochemical parameters of tested compounds has been described by means of linear free energy relationships (LFERs) or other derivative methods, 10–12 for better summarizing an applicable range of tested adsorbents and predicting separation conditions for new targets.…”