Aug 2026· Horticulturae· 0 citations· 102 references
TL;DR
By connecting stress biology with translational breeding, this review provides a framework for developing climate-resilient Brassica cultivars by synthesizing recent progress in abiotic stress tolerance from physiological, genetic, epigenetic, and multi-omics perspectives.
Abstract
Climate change is increasing the frequency and severity of abiotic stresses, including drought, salinity, waterlogging, and temperature extremes, thereby threatening the productivity and quality of Brassica crops. This review synthesizes recent progress in abiotic stress tolerance from physiological, genetic, epigenetic, and multi-omics perspectives, with an emphasis on how mechanistic discoveries can be translated into breeding decisions. We first outline the signaling hierarchy that links stress perception at the plasma membrane and cell wall interface to Ca2+ signaling, MAPK cascades, hormone crosstalk, osmotic adjustment, ROS homeostasis, and metabolic reprogramming. We then examine the genetic architecture of stress tolerance through QTL mapping, GWAS, and functional genomics, highlighting how allopolyploidy, subgenome specialization, homoeologous gene divergence, and alternative splicing create both opportunities and complications for Brassica improvement. We further evaluate how transcriptomic, epigenomic, metabolomic, and microbiome-related data are revealing regulatory complexity but remain underused for prediction and causal inference. Major bottlenecks include the inefficient conversion of association signals into validated functional markers, the descriptive rather than predictive use of multi-omics datasets, limited mechanistic understanding of combined stresses, and insufficient field validation across genetic backgrounds. Finally, we discuss integrated breeding strategies, including marker-assisted selection, genomic selection, genome editing, wild germplasm utilization, microbiome-assisted approaches, and synthetic biology. By connecting stress biology with translational breeding, this review provides a framework for developing climate-resilient Brassica cultivars.
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
The future of crop improvement using GEd technologies lies in the harmonisation or alignment of global policies and regulations to support the trade of agricultural produce and ensure that growers and consumers can benefit from GEd technology.
Michael G. K. Jones· Sugar Industry international· 0 citations
The landmark derivation of induced pluripotent stem cells (iPSCs) sparked an enormous range of research on development of diverse cell populations. Perhaps no aspect of this work has been as productive as studies on blood and immune cell production. Indeed, essentially all human blood cell populations can be derived from human iPSCs. While derivation of transplantable hematopoietic stem cells (HSCs) from iPSCs has been relatively challenging, clinical translation of iPSC-derived immune cells has been particularly productive. Notably, more patients have been treated with iPSC-derived natural killer (NK) cells than any other iPSC-derived cell type. Use of iPSCs provides a key platform to incorporate multiplexed gene edits before differentiation, enabling NK cells to be engineered with tumor-targeting CARs, cytokine support for improved persistence, enhanced tumor trafficking, and resistance to host immune rejection, modifications uniformly expressed across the entire cellular product. While T cells, macrophages and other immune cells can be produced from human iPSCs, iPSC-derived NK cells have been the most widely used in clinical trials for treatment of refractory malignancies, as well as autoimmune disease. This review summarizes research with a focus on clinical translation of iPSC-derived immune cells, as well as highlights continued challenges and prospects of this field.
Luisjesus S Cruz, Alejandro R. Castañeda, Dan S Kaufman· Stem Cells· 0 citations
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.
Shuyin Hu, Yuyang Huang, Ya-Qi Lu et al.· Comprehensive Reviews in Foo...· 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