ArticleHeliyon2020
Modelling the vigour of maize seeds submitted to artificial accelerated ageing based on ATR-FTIR data and chemometric tools (PCA, HCA and PLS-DA).
Article in Heliyon, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
9 citing papers in PubMed, 56 citations in OpenAlex.
- Identifying quality protein maize inbred lines with enhanced seed vigour and longevity using multi-trait seed-quality selection.BMC plant biology · 2026Article
- Bioengineered zinc oxide nanoparticles derived from Teucrium polium as a multifunctional platform for anticancer activity, hemocompatibility, larval toxicity and photocatalytic remediation.Scientific reports · 2026Article
- Physiological and yield responses of Camelina sativa to modified Biochar under drought stress.Scientific reports · 2025Article
- Genotype adaptive patterns in spring wheat reveal drought-induced differentiation in root morphology.Frontiers in plant science · 2025Article
- The incorporation of MgFrontiers in microbiology · 2023Article
- Evaluation of Green Super Rice Lines for Agronomic and Physiological Traits under Salinity Stress.Plants (Basel, Switzerland) · 2022Article
- Longevity of preservedPhysiology and molecular biology of plants : an international journal of functional plant biology · 2022Article
- SPME-GC-MS combined with chemometrics to assess the impact of fermentation time on the components, flavor, and function of Laoxianghuang.Frontiers in nutrition · 2022Article
- Machine Learning for Seed Quality Classification: An Advanced Approach Using Merger Data from FT-NIR Spectroscopy and X-ray Imaging.Sensors (Basel, Switzerland) · 2020Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The main goals of this research were to use ATR-FTIR spectroscopy associated with multivariate analyses to identify biochemical changes in high and low vigour seed tissues (embryo and endosperm) in response to accelerated ageing and to create a model to predict seed vigour based on spectroscopic data. High-vigour seeds undergo minimal changes in biochemical composition during stress by accelerated ageing while low-vigour seeds are more sensitive to stress and this lower tolerance is associated with reduced lipid and protein content and increased amino acids, carbohydrates and phosphorus compounds in the embryo. High-vigour seeds show an increase in peaks associated with amino acids and phosphorous compounds in the endosperm after 24 h of stress while low-vigour seeds present these high-intensity peaks only after 72 h in the embryo. The results of this research provide the theoretical basis for the genetic improvement of maize cultivars that aim at higher physiological seed quality.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.