Evidence map›Paper›PMID 41514951›Full record

ReviewPlants (Basel, Switzerland)2025

Advancements in Molecular Breeding Techniques for Soybeans.

Ivan Fetisov, Olga Eizikovich, Dominique Charles Diouf, Elena Romanova, Parfait Kezimana

Abstract readReview
In one paragraph

Review in Plants (Basel, Switzerland), 2025. 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
–field-weighted citation impact
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

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.

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

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

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

5 authors.

Ivan FetisovDepartment of Agrobiotechnology, Peoples' Friendship University of Russia (RUDN University), 117198 Moscow, Russia.ORCID 0009-0001-2324-3131
Olga EizikovichDepartment of Agrobiotechnology, Peoples' Friendship University of Russia (RUDN University), 117198 Moscow, Russia.ORCID 0009-0006-8604-606X
Dominique Charles DioufDepartment of Agrobiotechnology, Peoples' Friendship University of Russia (RUDN University), 117198 Moscow, Russia.
Elena RomanovaDepartment of Agrobiotechnology, Peoples' Friendship University of Russia (RUDN University), 117198 Moscow, Russia.
Parfait KezimanaDepartment of Agrobiotechnology, Peoples' Friendship University of Russia (RUDN University), 117198 Moscow, Russia.ORCID 0000-0002-1682-6128

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Recent advances in molecular breeding techniques have greatly accelerated the development of improved soybean varieties with enhanced agronomic and nutritional traits. This review summarizes current research on innovative molecular approaches, including marker-assisted selection (MAS), genomic selection (GS), CRISPR/Cas9-mediated gene editing, and RNA interference (RNAi) for soybean improvement. Marker-assisted selection using simple sequence repeats (SSRs) and single-nucleotide polymorphisms (SNPs) has facilitated the efficient identification and incorporation of desired traits such as disease resistance, abiotic stress tolerance, and improved seed quality. Genomic selection has improved prediction accuracy for complex quantitative traits such as yield by integrating genome-wide molecular markers with phenotypic data. CRISPR/Cas9 technology has enabled precise genetic modification, resulting in soybeans with improved oil composition, increased isoflavone content and resistance to biotic stresses. RNA interference has successfully modulated gene expression to optimize nutritional properties and stress responses. These molecular breeding approaches overcome the limitations of traditional methods by shortening the breeding cycle and allowing for simultaneous improvement of multiple traits. The integration of these complementary techniques offers promising avenues for developing climate-resilient, high-yielding soybean varieties with improved nutritional profiles to address global food security challenges.

Indexed as

CRISPR/Cas9crop improvementgenomic selectionmarker-assisted selectionmolecular breedingnutritional enhancementquantitative trait lociRNA interferencesoybean improvementstress tolerance

Identifiers

PMID41514951
PMCPMC12787528

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.