ArticlePlant physiology2023
Integrated genetic and metabolic characterization of Latin American cassava (Manihot esculenta) germplasm.
Article in Plant physiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 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.
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.
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Who cites it
8 citing papers in PubMed, 11 citations in OpenAlex.
- Adding Value to Cassava Genetic Resources Conserved at CIAT-Part I: A Review of Fifty Years of Collection, Conservation, Characterization and Distribution.Plants (Basel, Switzerland) · 2026Review
- Accessing crop genetic diversity via pangenomics.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Review
- Integrative analysis of morphological traits and targeted flavonoid profiles reveals chemotaxonomic signatures inFrontiers in plant science · 2026Article
- Genetic mapping and validation of QTL for whitefly resistance in cassava (Manihot esculenta Crantz).TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Untargeted and targeted metabolomics approaches to characterise, select and advance cassava pre-breeding populations with enhanced whitefly tolerance.The Plant journal : for cell and molecular biology · 2025Article
- Genome-wide association study of cassava brown streak disease resistance in cassava germplasm conserved in South America.Scientific reports · 2024Article
- Identifying genetically redundant accessions in the world's largest cassava collection.Frontiers in plant science · 2023Article
- Belowground Fungal Volatile Exposure Induces Systemic Metabolic Reprogramming in Poplar.Physiologia plantarumArticle
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Cassava (Manihot esculenta Crantz) is an important staple crop for food security in Africa and South America. The present study describes an integrated genomic and metabolomic approach to the characterization of Latin American cassava germplasm. Classification based on genotyping correlated with the leaf metabolome and indicated a key finding of adaption to specific eco-geographical environments. In contrast, the root metabolome did not relate to genotypic clustering, suggesting the different spatial regulation of this tissue's metabolome. The data were used to generate pan-metabolomes for specific tissues, and the inclusion of phenotypic data enabled the identification of metabolic sectors underlying traits of interest. For example, tolerance to whiteflies (Aleurotrachelus socialis) was not linked directly to cyanide content but to cell wall-related phenylpropanoid or apocarotenoid content. Collectively, these data advance the community resources and provide valuable insight into new candidate parental breeding materials with traits of interest directly related to combating food security.
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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.