Macrophyte life form influences accumulation of the antiparasitic drug ivermectin in wetlands October 23, 2026
Macrophyte life form influences accumulation of the antiparasitic drug ivermectin in wetlands October 23, 2026
HomePublicationsCSA NewsIssuesCSA News: Volume 67, Issue 10High-throughput phenotyping tool for protein biofortification in pulses September 1, 2022 Clemson University Professor Dil Thavarajah (right) at the university’s Pulse Quality and Nutrition Phenotyping Lab, with project manager Tristan Lawrence (left) and doctoral student Sonia Salaria (center). Salaria is measuring dry pea seeds for protein quality using Fourier-transform infrared spectroscopy. Photo by Elizabeth Beane, Clemson University. Protein malnutrition remains a substantial health problem globally. Pulse crops are staple plant-based proteins that provide significant dietary protein but are low in sulfur-containing amino acids (SAA) methionine and cysteine. The development of biofortified, high-protein, quality pulse cultivars has been hindered by a lack of low-cost, high-throughput techniques to screen early generations.Recently, researchers reported in The Plant Phenome Journal that Fourier-transform mid-infrared spectroscopy is a high-throughput, cost-effective method to quantify nutritional traits, total protein, and SAA concentrations in plant matter. The team found the technique can accurately measure the lentil SAA (with the model’s accuracy of R2 of 0.827) using one finely ground seed. The predicted validation data ranged from 0.207 to 0.326%, similar to results validated from high-performance liquid chromatography and literature values.This research impacts global pulse breeding programs for biofortification. Researchers are now using this technology to develop high-protein, quality pulses at Clemson University’s organic dry pea and lentil breeding program; the USDA-ARS chickpea breeding program in Washington State; and the International Center for Agricultural Research in the Dry Areas (ICARDA), Morocco.Dig deeperMadurapperumage, A., Johnson, N., Thavarajah, P., Tang, L., & Thavarajah, D. (2022). Fourier-transform infrared spectroscopy (FTIR) as a high-throughput phenotyping tool for quantifying protein quality in pulse crops. The Plant Phenome Journal, 5, e20047. https://doi.org/10.1002/ppj2.20047 More science Back to issue Back to home Text © . The authors. CC BY-NC-ND 4.0. Except where otherwise noted, images are subject to copyright. Any reuse without express permission from the copyright owner is prohibited.Share this: Related articles Cultivating artificial intelligence in agricultural research and production October 30, 2026 Introducing Extension Spotlight October 30, 2026 Webinar series focuses on 4R nutrient stewardship October 30, 2026 Recent articles Cultivating artificial intelligence in agricultural research and production October 30, 2026 Corn gone wrong: When and why do abnormal ears develop? October 29, 2026 Soil riddles: November 2026 October 29, 2026