ArticlePlant methods2018
A new image-based tool for the high throughput phenotyping of pollen viability: evaluation of inter- and intra-cultivar diversity in grapevine.
Article in Plant methods, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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18 citing papers in PubMed.
- Ovule and pollen development in Camelina sativa provides systematic insights.Scientific reports · 2026Article
- A complex reciprocal translocation is linked to reduced gamete viability in a loose-bunch grapevine somatic variant.BMC plant biology · 2026Article
- Wild relatives to improve heat tolerance of cultivated quinoa (Chenopodium quinoa): pollen viability and grain number.Journal of experimental botany · 2025Article
- Natural genetic variation for fruit set rate within Malbec grapevine (Vitis vinifera L.) clones.BMC plant biology · 2025Article
- Screening methods for thermotolerance in pollen.Annals of botany · 2025Review
- Identification of two mutant JASON-RELATED genes associated with unreduced pollen production in potato.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2024Article
- RootPainter: deep learning segmentation of biological images with corrective annotation.The New phytologist · 2022Article
- CAND1 is required for pollen viability inFrontiers in plant science · 2022Article
- Somatic variants for seed and fruit set in grapevine.BMC plant biology · 2021Article
- Quantitative methods in microscopy to assess pollen viability in different plant taxa.Plant reproduction · 2020Article
- Hazelnut Pollen Phenotyping Using Label-Free Impedance Flow Cytometry.Frontiers in plant science · 2020Article
- SpaTemHTP: A Data Analysis Pipeline for Efficient Processing and Utilization of Temporal High-Throughput Phenotyping Data.Frontiers in plant science · 2020Article
- Maize tassels detection: a benchmark of the state of the art.Plant methods · 2020Article
- Optimizing pollencounter for high throughput phenotyping of pollen quality in tomatoes.MethodsX · 2020Article
- An optimized histological proceeding to study the female gametophyte development in grapevine.Plant methods · 2020Article
- Article
- Phenotypic, Hormonal, and Genomic Variation AmongFrontiers in plant science · 2018Article
- Methodologies and Considerations in Evaluating Heat Stress Response and Thermotolerance of Pollen Grains.Physiologia plantarumReview
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4 authors.
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Abstract
backgroundLow pollen viability may limit grapevine yield under certain conditions, causing relevant economic losses to grape-growers. It is usually evaluated by the quantification of the number of viable and non-viable pollen grains that are present in a sample after an adequate pollen grain staining procedure. Although the manual counting of both types of grains is the simplest and most sensitive approach, it is a laborious and time-demanding process. In this regard, novel image-based approaches can assist in the objective, accurate and cost-effective phenotyping of this trait.
resultsHere, we introduce PollenCounter, an open-source macro implemented as a customizable Fiji tool for the high-throughput phenotyping of pollen viability. This tool splits RGB images of stained pollen grains into its primary channels, retaining red and green color fractionated images (which contain information on total and only viable pollen grains, respectively) for the subsequent isolation and counting of the regions of interest (pollen grains). This framework was successfully used for the analysis of pollen viability of a high number of samples collected in a large collection of grapevine cultivars. Results revealed a great genetic variability, from cultivars having very low pollen viability (like Corinto Bianco; viability: 14.1 ± 1.3%) to others with a very low presence of sterile pollen grains (Cuelga; viability: 98.2 ± 0.5%). A wide range of variability was also observed among several clones of cv. Tempranillo Tinto (from 97.9 ± 0.9 to 60.6 ± 5.9%, in the first season). Interestingly, the evaluation of this trait in a second season revealed differential genotype-specific sensitivity to environment.
conclusionsThe use of PollenCounter is expected to aid in different areas, including genetics research studies, crop improvement and breeding strategies that need of fast, precise and accurate results. Considering its flexibility, it can be used not only in grapevine, but also in other species showing a differential staining of viable and non-viable pollen grains. The wide phenotypic diversity observed at a species level, together with the identification of specific cultivars and clones largely differing in this trait, pave the way of further analyses aimed to understand the physiological and genetic causes driving to male sterility in grapevine.
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