A two-tiered system of analysis to tackle rice fraud: The Indian Basmati study

Demand for high quality Basmati rice has increased significantly in the last decade. This commodity is highly vulnerable to fraud, especially in the post COVID-19 era. A unique two-tiered analytical system comprised of rapid on-site screening of samples using handheld portable Near-infrared NIR and laboratory confirmatory technique using a Head space gas chromatography mass spectrometry (HS-GC-MS) strategy for untargeted analysis was developed. Chemometric models built using NIR data correctly predicted nearly 100% of Pusa 1121 and Taraori, two high value types of Basmati, from potential adulterants. Furthermore, rice VOC profile fingerprints showed very good classification (R2 >0.9, Q2 > 0.9, Accuracy > 0.99) for these high quality Basmati varieties from potential adulterant varieties with aldehydes identified as key VOC marker compounds. Using a two-tiered system of a rapid method for on-site screening of many samples alongside a laboratory-based confirmatory method can classify Basmati rice varieties, protecting the supply chain from fraud.

Rapid metabolic fingerprinting meets machine learning models to identify authenticity and detect adulteration of essential oils with vegetable oils: Mentha and Ocimum study

Essential oils (EOs) are gaining popularity due to their potent antibacterial properties, as well as their applications in food preservation and flavor enhancement, offering growth opportunities for the food industry. However, their widespread use as food preservatives is limited by authenticity challenges, primarily stemming from adulteration with cheaper oils. This study investigated a rapid, cost-effective, and non-destructive method for assessing the authenticity of widely used Mentha and Ocimum EOs. The proposed approach integrates Fourier transform near-infrared (FT-NIR) spectroscopy with machine learning to enable rapid metabolic fingerprinting of EOs. Four Mentha species and three Ocimum species were analysed, and the system was tested on market samples adulterated with vegetable oils. The approach achieved exceptional performance, with Q2, R2, and accuracy exceeding 0.98, alongside specificity and sensitivity greater than 98 %. These findings demonstrated that FT-NIR, combined with machine learning, offers a highly efficient solution for addressing authenticity and adulteration issues in EOs.

Multigenerational immunotoxicity assessment: A three-generation study in Drosophila melanogaster upon developmental exposure to triclosan

Triclosan (TCS) is widely used as an antibacterial agent, nevertheless, its presence in different environmental matrices and its persistent environmental nature pose a significant threat to the organism, including humans. Numerous studies showed that TCS exposure could lead to multiple toxicities, including immune dysfunction. However, whether parental TCS exposure could impair the offspring's immune response remains limited. Maintaining the immune homeostasis is imperative to neutralize the pathogen and crucial for tissue repair and the organism's survival. Thus, this study aimed to assess the multigenerational immune response of TCS using Drosophila melanogaster. TCS was administered to organisms (1.0, 10, and 100.0 μg/mL) over three generations during their developing phases, and its effect on the immunological response of the unexposed progeny was evaluated. Total circulatory hemocyte (immune cells) count, crystal cell count, phagocytic activity, clotting time, gene expression related to immune response and epigenetics, ROS generation, and cell death were assessed in the offspring. A concentration-dependent decline in total hemocytes, crystal cells, phagocytic activity, and increased clotting time in the subsequent generations was observed. Furthermore, parental TCS exposure enhanced the ROS levels, induced cell death, and altered the expression of antimicrobial peptides drosomycin, diptericin, and inflammatory genes upd1, upd2, and upd3, in the offspring's hemocytes across successive generations. The upregulation of reaper hid, and grim suggests that TCS promotes apoptotic death in the offspring's hemocytes. Notably, the increased mRNA expression of epigenetic regulators dnmt2 and g9a in the hemocytes of the offspring indicates epigenetic modifications. Further, we also observed that the antioxidant N-acetylcysteine (NAC) supplementation to the parents alleviated TCS toxicity and improved immunological functions in the progeny, indicating the role of ROS in the TCS-induced multigenerational immune toxicity. This finding provides valuable insights into the potential immune risk of prenatal TCS exposure to their offspring in the higher organism.