# The FORGENIUS Genomic Resources: New Genotyping Tools and Genomic Data for 23 Forest Tree Species and Their Genetic Conservation Units

**Authors:** Sara Pinosio, Francesca Bagnoli, Camilla Avanzi, Maria B. Castellani, Arcangela Frascella, Susan L. McEvoy, Sanna Olsson, Ilaria Spanu, Elia Vajana, Marc Busuldu, Marc Busuldu, Vega Garcia‐Segura, Ana Hernández‐Serrano, Sonia Hernando, Maurizio Mencuccini, Joan Prunera‐Olivé, Carla Rodrigo‐González, Adolfo Sanmartín‐Arévalo, Martí Solé‐Xanxo, Laura Wynne Stewart, Ana Cabanillas, Jonathan Feichter, Berthold Heinze, Akkin Semerci, Katrin Heer, Jill Sekely, Stuart A’Hara, Joan Cottrell, Eduardo Notivol, Christophe Gauvrit, Marie‐Gabrielle Harribey, Joan Hochet, Baptiste Laffitte, Matteo Nasuti, Annie Raffin, Thomas Francisco, Adélaïde Theraroz, Pierre‐Jean Dumas, Florence Jean, Nicolas Mariotte, Maurizio Marchi, Ricardo Alía, Francisco J. Auñón, Diana Barba, Maria Regina Chambel, Fernando del Caño, María Carmen García Barriga, José Manuel García del Barrio, Delphine Grivet, Rodrigo Pulido Sanz, Ana Iordan, Flaviu Popescu, Dragos Postolache, Daniel Suciu, Leena Yrjänä, Egbert Beuker, Henri Hämäläinen, Hanna‐Riikka Haurinen, Christian Mestre‐Runge, Lars Opgenoorth, Christian Reudenbach, Marko Bajc, Gregor Božič, Rok Damjanić, Natalija Dovč, Luka Krajnc, Marija Kravanja, Gal Oblišar, Dalibor Balian, Gregor Skoberne, Mirzeta Memišević Hodžić, Marjana Westergren, Stephen Cavers, Annika Perry, Santiago C. González‐Martínez, Tanja Pyhäjärvi, Ivan Scotti, Giovanni G. Vendramin, Andrea Piotti

PMC · DOI: 10.1111/1755-0998.70115 · Molecular Ecology Resources · 2026-03-03

## TL;DR

The FORGENIUS project developed new genomic tools to study genetic diversity in 23 forest tree species, supporting conservation efforts in European forests.

## Contribution

The paper introduces standardized SPET-based genotyping tools for diverse forest tree species, enabling large-scale genetic monitoring.

## Key findings

- SPET panels captured ~10,000 loci per species, identifying over 1.8 million SNPs across 7220 trees.
- SPET panels showed high efficiency and cross-species transferability in genera like Quercus and Abies.
- The tools enable standardized genetic assessments and support conservation strategies for forest Genetic Conservation Units.

## Abstract

Genetic diversity is a critical but often overlooked component of biological diversity. The European H2020 FORGENIUS project is aimed at increasing the quality and quantity of genetic data to start monitoring the European network of forest Genetic Conservation Units (GCUs). A first step in this direction was developing standardised genomic resources for 23 forest tree species, spanning from rare and scattered (e.g., Abies nebrodensis and Torminalis glaberrima) to widespread and stand‐forming, economically relevant ones (e.g., 
Fagus sylvatica
, 
Picea abies
 and 
Pinus sylvestris
). Here, we describe the development and application of targeted genotyping tools, primarily based on Single Primer Enrichment Technology (SPET), along with existing SNP arrays for the selected species. The SPET panels developed in FORGENIUS were designed to capture ⁓10,000 loci per species, balancing species‐specific and randomly distributed regions to ensure broad genome coverage and minimise ascertainment bias. Across 7220 genotyped trees, we identified over 1.8 million single nucleotide polymorphisms (SNPs) covering approximately 50 Mb of DNA sequence. SPET panels demonstrated high genotyping efficiency and cross‐species transferability, especially within genera such as Quercus and Abies. They represent a cost‐effective, flexible, and scalable solution for population‐level genetic assessments across diverse taxa, enabling standardised, genome‐wide characterisation of the GCU network. These resources not only promote the establishment of genetic monitoring, support genetically informed conservation strategies and improve our understanding of adaptive responses in European forests, but also enhance species delimitation and hybrid detection, and enable the characterisation of phylogenetically related but previously underexplored species.

## Linked entities

- **Species:** Abies nebrodensis (taxon 97176), Torminalis glaberrima (taxon 2914000), Fagus sylvatica (taxon 28930), Picea abies (taxon 3329), Pinus sylvestris (taxon 3349), Quercus (taxon 3511), Abies (taxon 3319)

## Full-text entities

- **Diseases:** ash dieback disease (MESH:D004194), cherry (MESH:D009081), FORGENIUS SPET (MESH:C000719218)
- **Chemicals:** SDS (MESH:D012967), CTAB (MESH:D000077286)
- **Species:** Pinus tabuliformis (southern Chinese pine, species) [taxon 88731], Quercus ilex (holly oak, species) [taxon 58334], Picea abies (Norway spruce, species) [taxon 3329], Taxus baccata (English yew, species) [taxon 25629], Pinus heldreichii (Bosnian pine, species) [taxon 88729], Castanea sativa (European chestnut, species) [taxon 21020], Betula pendula (European white birch, species) [taxon 3505], Pinus halepensis (Aleppo pine, species) [taxon 71633], Abies nebrodensis (species) [taxon 97176], Sorbus torminalis [taxon 106574], Pinus nigra (Austrian pine, species) [taxon 58042], conifers [taxon 3312], Fagus sylvatica (European beech, species) [taxon 28930], Fraxinus excelsior (European ash, species) [taxon 38873], Pinus sylvestris (Scotch pine, species) [taxon 3349], Populus nigra (black poplar, species) [taxon 3691], Quercus petraea (durmast oak, species) [taxon 38865], Malus sylvestris (European crab apple, species) [taxon 3752], Torminalis glaberrima (species) [taxon 2914000], Homo sapiens (human, species) [taxon 9606], P. alba [taxon 487147], Populus alba (abele, species) [taxon 43335], Populus trichocarpa (black cottonwood, species) [taxon 3694], Prunus avium (gean, species) [taxon 42229], Pinus pinea (parasol pine, species) [taxon 3346], Quercus pubescens (species) [taxon 39471], Quercus robur (English oak, species) [taxon 38942], Abies alba (abete bianco, species) [taxon 45372], Poa nemoralis (species) [taxon 29659], Quercus alba (white oak, species) [taxon 3513], Pinus pinaster (cluster pine, species) [taxon 71647]
- **Mutations:** A 34K

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12954563/full.md

## References

90 references — full list in the complete paper: https://tomesphere.com/paper/PMC12954563/full.md

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Source: https://tomesphere.com/paper/PMC12954563