Evidence map›Paper›PMID 42599910›Full record

ArticlePloS one2026

Development and evaluation of a synthetic seed system for cassava propagation.

Leila Verena da Conceição, Diego Fernando Marmolejo Cortes, Marcos de Souza Campos, Lucas Lenin Resende de Assis, Alessandro Pereira Gomes de Jesus, Fernanda de Azevedo Souza, Eder Jorge de Oliveira

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Leila Verena da ConceiçãoUniversidade Federal do Recôncavo da Bahia, Campus Cruz das Almas, Cruz das Almas, Bahia, Brazil.
Diego Fernando Marmolejo CortesUniversidade Federal do Recôncavo da Bahia, Campus Cruz das Almas, Cruz das Almas, Bahia, Brazil.
Marcos de Souza CamposEmbrapa Mandioca e Fruticultura, Cruz das Almas, Bahia, Brazil.
Lucas Lenin Resende de AssisEmbrapa Mandioca e Fruticultura, Cruz das Almas, Bahia, Brazil.ORCID https://orcid.org/0000-0002-8767-2189
Alessandro Pereira Gomes de JesusEmbrapa Mandioca e Fruticultura, Cruz das Almas, Bahia, Brazil.
Fernanda de Azevedo SouzaEmbrapa Mandioca e Fruticultura, Cruz das Almas, Bahia, Brazil.
Eder Jorge de OliveiraEmbrapa Mandioca e Fruticultura, Cruz das Almas, Bahia, Brazil.ORCID https://orcid.org/0000-0001-8992-7459

Funding

Bill & Melinda Gates Foundation INV-007637
6 · The paper itself

Abstract

Cassava is a crop of major global importance for food security; however, its conventional vegetative propagation through stem cuttings is constrained by low multiplication rates and significant phytosanitary risks. In this study, we evaluated a synthetic seed system and examined how the physicofunctional properties of sodium alginate matrices (0.8-6%) influence the ex vitro morphogenesis of axillary buds. We investigated the relationship between matrix properties and bud emergence using two distinct crosslinking agents, CaCl2 and Ca(OH)2. CaCl2 induced rapid gelation through the egg-box mechanism, generating densely crosslinked polymer networks with low water solubility (41-55%). These matrices may have imposed greater physical constraints on bud development reducing shoot emergence to 11.1% at low polymer concentrations and completely suppressing emergence at concentrations ≥4%. In contrast, Ca(OH)2 produced encapsulation matrices that supported up to 80.6% emergence, enhanced vegetative vigor, and greater biomass accumulation. Although the best encapsulated treatments showed high emergence, they did not surpass the non-encapsulated control (91.7%). Overall, sodium alginate concentrations of 0.8-1.0% provided the most favorable balance between matrix integrity and bud emergence. The results suggest that differences in matrix structural properties may influence synthetic seed performance; however, parameters such as porosity, permeability, oxygen availability, and hydration dynamics were not directly measured. These findings provide a foundation for further research on cassava synthetic seed technology. Additional studies evaluating storage longevity, transport, and field establishment are required before practical application.

Indexed as

ManihotSeedsAlginatesCalcium ChlorideGlucuronic AcidHexuronic AcidsAlginatesCalcium ChlorideGlucuronic AcidHexuronic Acids

Identifiers

PMID42599910
PMCPMC13475825

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.