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However, a significant disparity remains between agricultural SI accumulation and ultimate physiological efficacy, constrained by the yield\u2010metabolism genetic antagonism \u201clinkage drag\u201d and the \u201cdual\u2010cage\u201d matrix entrapment barrier. This review establishes an operationalized seed\u2010to\u2010table framework to bridge these gaps through precise profile tailoring. We critically evaluate upstream genetic interventions (e.g., CRISPR\/Cas9\u2010mediated flux redirection) and downstream processing (e.g., biotransformation, physical\u2010field intensification, and green solvent engineering). A novel, evidence\u2010based key performance indicator (KPI) matrix is introduced to benchmark these technologies against standardized technology readiness levels (TRLs), economic burden (CapEx\/OpEx), and systemic trade\u2010offs. Crucially, we reframe SI bioavailability by accounting for Phase II metabolism, emphasizing that aglycone enrichment optimizes pharmacokinetic consistency and absorption kinetics rather than absolute systemic exposure. By integrating human clinical evidence and safety considerations for vulnerable populations (e.g., ER+ breast cancer survivors), this work bridges the persistent validation gap between laboratory innovation and clinical outcomes. Finally, we outline a paradigm shift toward AI\u2010driven digital twins and host metabotyping to resolve the sensory\u2010bioactivity paradox, providing a scientific roadmap for the rational design of next\u2010generation isoflavone\u2010fortified soy foods.<\/jats:p>","DOI":"10.1111\/1541-4337.70576","type":"journal-article","created":{"date-parts":[[2026,7,28]],"date-time":"2026-07-28T16:41:41Z","timestamp":1785256901000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Bridging Biosynthesis and Bioavailability: Integrated Strategies for Tailoring Soybean Isoflavone Profiles"],"prefix":"10.1111","volume":"25","author":[{"given":"Bowen","family":"Qin","sequence":"first","affiliation":[{"name":"Whole Grain Food Engineering Research Center, College of Food Science and Technology, Sanya Institute Nanjing Agricultural University  Nanjing Jiangsu People's Republic of 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