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However, their translational value depends not only on morphological resemblance to brain tissue, but also on whether construction strategies, functional validation, reproducibility, and application\u2010specific model fitness are appropriately aligned. This structured narrative review synthesizes representative engineering strategies for brain organoid construction and examines how cell source, embryoid body formation, extracellular matrix support, patterning strategy, culture platform, vascularization, and cellular complexity influence functional validation and translational applicability. We further organize functional assessment into a hierarchical validation framework that includes morphology and growth, lineage and regional identity, tissue viability, synaptic maturation, electrophysiological activity, neurochemical signaling, BBB\u2010like function, and omics\u2010based benchmarking. These advances support the use of brain organoids in developmental biology, neurological disease modeling, drug screening, neurovascular research, and exploratory biohybrid interfaces, although their interpretation remains constrained by immature cellular states, incomplete vascular perfusion, batch variability, and limited standardization. Overall, this review reframes brain organoids as engineered biological platforms whose value should be judged by the alignment among construction strategy, biological benchmark, functional readout, and intended translational application. The emphasis is comparative conceptual synthesis of engineering strategies and multi\u2010layer functional validation rather than systematic quantitative meta\u2010analysis.<\/jats:p>","DOI":"10.1002\/btm2.70164","type":"journal-article","created":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T05:28:15Z","timestamp":1787203695000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Engineering brain organoids for functional validation and translational applications: Construction strategies, vascularization, and standardization"],"prefix":"10.1002","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-6844-9362","authenticated-orcid":false,"given":"Guohong","family":"Huang","sequence":"first","affiliation":[{"name":"Key Laboratory for Biorheological Science and Technology of the Ministry of Education, National Local Joint Engineering Laboratory for Vascular Implants, Bioengineering College of Chongqing 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