Evidence map›Paper›PMID 41517872›Full record

ArticlePlant communications2026

Comparative transcriptomic and co-expression analyses enable the discovery of key enzymes responsible for oleuropein biosynthesis in olive (Olea europaea).

Ornella Calderini, Mohamed O Kamileen, Yoko Nakamura, Sarah Heinicke, Ryan M Alam, Benke Hong, Yindi Jiang, Alma Gutiérrez-Vences, Fiammetta Alagna, Francesco Paolocci and 7 more

Abstract readComparative Study
In one paragraph

Article in Plant communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
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1 · What the graph read from it

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.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Ornella CalderiniInstitute of Biosciences and Bioresources, CNR, 06128 Perugia, Italy. Electronic address: ornella.calderini@cnr.it.
Mohamed O KamileenDepartment of Natural Product Biosynthesis, Max Planck Institute for Chemical Ecology, 07745 Jena, Germany.
Yoko NakamuraDepartment of Natural Product Biosynthesis, Max Planck Institute for Chemical Ecology, 07745 Jena, Germany.
Sarah HeinickeDepartment of Natural Product Biosynthesis, Max Planck Institute for Chemical Ecology, 07745 Jena, Germany.
Ryan M AlamDepartment of Natural Product Biosynthesis, Max Planck Institute for Chemical Ecology, 07745 Jena, Germany.
Benke HongZhejiang Key Laboratory of Precise Synthesis of Functional Molecules, Department of Chemistry, School of Science and Research Center for Industries of the Future, Westlake University, 310030 Hangzhou, China.
Yindi JiangKey Laboratory of Quantitative Synthetic Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.
Alma Gutiérrez-VencesTecnologico de Monterrey, Escuela de Ingenieria y Ciencias, Avenida Eugenio Garza Sada 2501, Monterrey 64700, NL, Mexico.
Fiammetta AlagnaDepartment of Energy Technologies and Renewable Sources, National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Trisaia Research Centre, 75026 Rotondella, MT, Italy.
Francesco PaolocciInstitute of Biosciences and Bioresources, CNR, 06128 Perugia, Italy.
Maria Cristina ValeriInstitute of Biosciences and Bioresources, CNR, 06128 Perugia, Italy.
Edoardo FrancoInstitute of Biosciences and Bioresources, CNR, 06128 Perugia, Italy.
Soraya MousaviInstitute of Biosciences and Bioresources, CNR, 06128 Perugia, Italy.
Roberto MariottiInstitute of Biosciences and Bioresources, CNR, 06128 Perugia, Italy.
Lorenzo CaputiDepartment of Natural Product Biosynthesis, Max Planck Institute for Chemical Ecology, 07745 Jena, Germany.
Sarah E O'ConnorDepartment of Natural Product Biosynthesis, Max Planck Institute for Chemical Ecology, 07745 Jena, Germany. Electronic address: oconnor@ice.mpg.de.
Carlos E Rodríguez-LópezTecnologico de Monterrey, Escuela de Ingenieria y Ciencias, Avenida Eugenio Garza Sada 2501, Monterrey 64700, NL, Mexico; Tecnologico de Monterrey, The Institute for Obesity Research, Integrative Biology Unit, Avenida Eugenio Garza Sada 2501, Monterrey 64700, NL, Mexico. Electronic address: c.e.rodriguez@tec.mx.

Funding

Non-US Government Research Support type
6 · The paper itself

Abstract

Olive (Olea europaea) is one of the most important crop trees, with olive oil being a key ingredient of the Mediterranean diet. Oleuropein, an oleoside-type secoiridoid, is the major determinant of olive oil flavor and quality. Iridoid biosynthesis has been elucidated in Catharanthus roseus, which produces secologanin-type secoiridoids, but iridoid biosynthesis in other species remains unresolved. In this work, we sequenced RNA from the fruit mesocarp of six commercial olive cultivars with various oleuropein contents during maturation and ripening. Using these data, we discovered three polyphenol oxidases with oleuropein synthase (OS) activity, a novel oleoside-11-methyl ester glucosyltransferase (OMEGT) that synthesizes a potential intermediate in the pathway, and a 7-epi-loganic acid O-methyltransferase (7eLAMT). Interestingly, the use of transcriptome assemblies for 15 plant species from three iridoid-producing plant orders (Lamiales, Gentianales, and Cornales) for orthogroup inference, and integration of two tissue expression panels from Jasminum sambac and Fraxinus excelsior, enabled the discovery of two 2-oxoglutarate-dependent dioxygenases (named 7eLAS) that synthesize 7-epi-loganic acid; by contrast, C. roseus 7-deoxy-loganic acid hydroxylase (7DLH), a known bottleneck in MIA production, is a cytochrome P450. This comparative co-expression method, which combines guilt-by-association and comparative transcriptomics approaches, can successfully leverage large datasets for untargeted discovery of enzymes. Given the increasing availability of expression data from species across the plant kingdom, the methods for gene discovery used in the present work can be readily applied to other untraced pathways.

Indexed as

IridoidsOleaPlant ProteinsTranscriptomeFruitGene Expression ProfilingGene Expression Regulation, PlantIridoid GlucosidesIridoid GlucosidesIridoidsoleuropeinPlant Proteins2-oxoglutarate-dependent dioxygenasecomparative transcriptomicsenzyme discoveryiridoid biosynthesisoleuropeinolive

Identifiers

PMID41517872
PMCPMC13084073

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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.