Evidence map›Paper›PMID 42530747›Full record

ArticleGenetica2026

Assessing the efficiency of high-resolution melting, conventional PCR, and capillary electrophoresis in SSR marker-based genotyping of carob populations.

Hasna Zaggoumi, Souhir Kabtni, Hajer Ben Ammar, Abdelmajid Haddioui, Said Bouda, Sonia Marghali

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Article in Genetica, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

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.

2 · The registry

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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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Hasna ZaggoumiLaboratory of Agro-Industrial and Medical Biotechnologies, Faculty of Sciences and Technics, Sultan Moulay Slimane University, Beni Mellal, Morocco.ORCID http://orcid.org/0009-0007-5330-3207
Souhir KabtniLaboratory of microorganisms and active biomolecules (LR03ES03), Department of Biology, Faculty of Sciences of Tunis, El-Manar University, University Campus, Tunis, 2092, Tunisia. souhir.kabtni@fst.utm.tn.ORCID http://orcid.org/0000-0001-5045-800X
Hajer Ben AmmarLaboratory of microorganisms and active biomolecules (LR03ES03), Department of Biology, Faculty of Sciences of Tunis, El-Manar University, University Campus, Tunis, 2092, Tunisia.ORCID http://orcid.org/0000-0003-3178-0508
Abdelmajid HaddiouiLaboratory of Agro-Industrial and Medical Biotechnologies, Faculty of Sciences and Technics, Sultan Moulay Slimane University, Beni Mellal, Morocco.ORCID http://orcid.org/0000-0001-8860-6194
Said BoudaLaboratory of Agro-Industrial and Medical Biotechnologies, Faculty of Sciences and Technics, Sultan Moulay Slimane University, Beni Mellal, Morocco.ORCID http://orcid.org/0000-0001-7208-0255
Sonia MarghaliLaboratory of microorganisms and active biomolecules (LR03ES03), Department of Biology, Faculty of Sciences of Tunis, El-Manar University, University Campus, Tunis, 2092, Tunisia.ORCID http://orcid.org/0000-0002-3090-1454

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ceratonia siliqua is a nutritionally and economically important Mediterranean tree species whose natural stands in Morocco are increasingly threatened by habitat degradation and genetic erosion. However, the spatial organisation of genetic diversity across its natural range in Morocco remains insufficiently resolved. To support conservation and germplasm management initiatives, interpopulation genetic differentiation among Moroccan carobs populations was assessed using a pooled DNA sample and SSR markers analysed through three genotyping workflows: high-resolution melting (HRM), conventional PCR, and capillary electrophoresis. Genetic relationships among populations were evaluated using Neighbour-Joining (NJ) analysis, principal component analysis (PCA), and K-means clustering. Among the evaluated approaches, HRM provided the highest discriminatory resolution and generated the most informative polymorphism profiles across loci. All analytical frameworks consistently revealed substantial interpopulation differentiation and broad geographic grouping patterns. Southern populations formed genetically cohesive groups, whereas northern and central populations displayed more complex patterns of genetic similarity. K-means clustering supported the presence of four major population groups, while PCA identified a subset of highly discriminative SSR loci contributing to regional differentiation. Overall, the results reveal a genetically diverse and spatially differentiated Moroccan carob germplasm and demonstrate that SSR-HRM is a robust and cost-effective approach for population-level genetic screening. These findings provide useful genetic resources for future conservation, germplasm management, and breeding programmes in Moroccan carob.

Indexed as

FabaceaeGenotyping TechniquesMicrosatellite RepeatsPolymerase Chain ReactionElectrophoresis, CapillaryGenetics, PopulationGenetic VariationGenotypePolymorphism, GeneticCapillary electrophoresisCeratonia siliquaGenetic variabilityHigh resolution meltingSSR markers

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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.