Spatiotemporal transcriptomics and metabolic profiling provide insights into gene regulatory networks during lentil seed development.

Lentil (Lens culinaris Medik.) is a nutritious legume with seeds rich in protein, minerals and an array of diverse specialized metabolites. The formation of a seed requires regulation and tight coordination of developmental programs to form the embryo, endosperm and seed coat compartments, which determines the structure and composition of mature seed and thus its end-use quality. Understanding the molecular and cellular events and metabolic processes of seed development is essential for improving lentil yield and seed nutritional value. However, such information remains largely unknown, especially at the seed compartment level. In this study, we generated high-resolution spatiotemporal gene expression profiles in lentil embryo, seed coat and whole seeds from fertilization through maturation. Apart from anatomic differences between the embryo and seed coat, comparative transcriptomics and weighted gene co-expression network analysis revealed embryo- and seed coat-specific genes and gene modules predominant in specific tissues and stages, which highlights distinct genetic programming. Furthermore, we investigated the dynamic profiles of flavonoid, isoflavone, phytic acid and saponin in seed compartments across seed development. Coupled with transcriptome data, we identified sets of candidate genes involved in the biosynthesis of these metabolites. The global view of the transcriptional and metabolic changes of lentil seed tissues throughout development provides a valuable resource for dissecting the genetic control of secondary metabolism and development of molecular tools for improving seed nutritional quality.

Clinical and reliable change in an Australian residential substance use program using the Addiction Severity Index.

Although the Addiction Severity Index (ASI) is one of the most frequently used measures in alcohol and other drug research, it has rarely been used to assess clinical and reliable change. This study assessed clients' clinical and reliable change at The Salvation Army residential substance abuse treatment centers in Australia. A total of 296 clients completed ASI interviews on admission to treatment and 3 months after discharge from treatment. Clients demonstrated significant improvement on all seven ASI composites. The range of reliable change for each ASI composite varied from 30% to 70%. More than two-thirds of clients experienced clinically significant improvement for alcohol and drug problems. Psychiatric distress was clinically reduced in 44% of clients. This research indicates that residential substance abuse treatment can make important differences in client's lives at a clinical and functional level. However, the research highlights the challenge of effectively targeting psychiatric comorbidity within alcohol and other drug abuse populations.