Aug 2026· Comprehensive Reviews in Food Science and Food Safety· Vol 25 5, pp.
e70626
· 0 citations· 90 references
Medicine
Abstract
Soybean β-conglycinin (7S) and glycinin (11S) differ markedly in their structure, physicochemical properties, and bioactivity; however, industrial practice still treats them as a mixed ingredient, obscuring their differentiated functional potential. This review critically evaluates fractionation technologies through the lens of the "purity-yield-sustainability" trilemma. First-generation chemical precipitation methods achieve high purity at the laboratory scale but suffer from heavy reagent use, environmental burden, and poor scalability. Second-generation green and physical techniques, such as phytase-assisted, membrane-based, and field-assisted separation, improve sustainability but face challenges in fouling control, process stability, and scale-up. Third-generation upstream strategies, including breeding and gene editing, fundamentally alter the 7S/11S ratio at the source, potentially bypassing downstream tradeoffs. Functionally, 7S globulin excels in regulating lipid metabolism and reducing obesity and non-alcoholic fatty liver disease, whereas 11S globulin shows advantages in blood pressure regulation and cardiovascular protection. Structurally, 7S exhibits favorable emulsification and foaming capacities, whereas 11S dominates gel network formation, supporting diverse applications from plant-based foods to nanocarriers and biodegradable films. Future breakthroughs lie in AI-guided hybrid separation systems, data-driven process optimization, and direct linking of fractionation outcomes to end-use functionality. Moving beyond mixed utilization toward precision deployment, soybean 7S and 11S globulins can evolve from bulk commodities into high-value resources for sustainable food systems and precision health applications.
It is concluded that bridging the gap between foundational CRISPR research and its real-world applications is imperative and future efforts should focus on democratizing tools via open-source platforms, advancing delivery systems, and fostering sustainable innovation through synthetic biology integration to fully realize the transformative potential of genome editing in organisms beyond model organisms.
S. Sarsaiya, Archana Jain, Jishuang Chen et al.· Biotechnology Advances· 2 citations
It is argued that formation of a tumour-intrinsic niche is a prerequisite for BRAF-mutant CRC seeding to distant organs and that interference with niche formation may help avoid metastatic relapse.
J. Bugter, L. El Bouazzaoui, E. Küçükköse et al.· bioRxiv· 2 citations
This review summarizes emerging therapeutic strategies for EOC, their mechanisms of action, and their potential to overcome treatment resistance, and covers molecularly targeted therapies, immunotherapies, metabolic and epigenetic approaches, cellular and gene therapies, targeted drug-delivery systems, and locoregional and physical modalities.
Zofia Pietrasik, Mikołaj Kapała, Joanna Pietrasik et al.· Cancers· 0 citations
Genetic engineering (GE) and gene editing may endow traits to trees such as increased biomass and the production of novel biomaterials. Long-lived organisms such as trees might be subject to biotechnology-related risks that could be different than those of annual row crops. Those risks could be relevant to production in engineered plantations and beyond plantations to natural forests. Therefore, appropriate risk regulation is important to assure biosafety of commercialized engineered trees. In addition to gene flow via sexual reproduction, vegetative reproduction might play an additional role in environmental "exposure" risk relative to transgene dispersal in GE tree plantations. While vegetative reproduction is beneficial for preserving desired genetic traits during tree propagation, it may lead to proximal clonal spread in the field. Although the environmental risks associated with vegetative reproduction of GE trees are recognized in commercial forestry, there are few field-based environmental risk assessment (ERA) studies on dispersal risks of self-propagated GE trees. GE or gene editing of target genes involved in the vegetative propagation processes may be useful to mitigate environmental risks of clonal spread through vegetative reproduction. This review provides updates for recent field test results of GE and gene edited trees. Gene candidates related to vegetative reproduction including adventitious shooting (AS) and adventitious rooting (AR) are discussed herein as a means to mitigate unintended clonal spread from GE tree plantations.
Findings establish Cas7-11 as a precise and efficient RNA knockdown tool for functional studies in embryonic development and stem cell biology, providing a versatile alternative to DNA-based gene-editing approaches.
Huan Yan, Imtiaz Ul Hassan, Kai Yan et al.· Cell & Bioscience· 0 citations
A new method for surgically removing training examples from a model reveals that as datasets grow, the link between what a model learns and what it produces dissolves.
MIT News · Artificial Intelligence· news.mit.eduAug 17, 2026