ArticleBMC plant biology2025
Establishment and phenotypic characterization of genetically diverse core collections of Lupinus albus.
Article in BMC plant biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Genetic diversity and phylogenetic relationships in white lupin.BMC plant biology · 2026Article
- Uncovering Phenotypic Variation in Common Bean (Plants (Basel, Switzerland) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundLupinus albus is a food grain legume recognized for its high levels of seed protein (30-40%) and oil (6-13%), and its adaptability to different climatic and soil conditions. The availability of well-characterized, genetically and phenotypically diverse germplasm will facilitate the development of next-generation L. albus cultivars, encourage biodiversity conservation, and promote the sustainable utilization of this species.
resultsWe evaluated more than 2000 L. albus accessions based on 35 agro-morphological traits and passport data to establish Intelligent Collections. The Reference-CORE (R-CORE), covering global diversity, exemplified the genotypic variation among accessions differing in biological status (cultivars, breeding/research materials, landraces, and wild relatives). The Training-CORE (T-CORE), a subset of 300 R-CORE accessions, represents the diversity of the entire collection. Principal component analysis showed that the L. albus R-CORE encompasses four phenotypic groups (A1, A2, A3, and B), and that groups A3 and B can be characterized by the main phenotypic traits of pod shattering and seed ornamentation, respectively. The coefficient of total genetic variation differed across morphological traits, phenotypic groups, geographic regions, and according to biological status.
conclusionsThe core collections established in this study will facilitate agricultural research by providing the broad phenotypic data needed for crop improvement programs and by shedding light on the undiscovered biodiversity of L. albus genetic resources. Understanding the variation found in such resources will allow us to develop sustainable tools and technologies that address global challenges such as the provision of healthy and sustainable diets for all and the mitigation of climate change.
Indexed as
Identifiers
What OpenQuestion holds
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.