Evidence map›Paper›PMID 41799981›Full record

ArticleFrontiers in plant science2026

Silk-trehalose seed coating technology preserves

Manal Mhada, Salma Mouhib, Khaoula Errafii, Adil El Baouchi, Oumaima Zaher, Dachena Romain Gracia, Augustine T Zvinavashe, Lamfeddal Kouisni, Benedetto Marelli

Abstract read
In one paragraph

Article in Frontiers in plant science, 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

9 authors.

Manal MhadaAgrobiosciences (AgBS), College of Agriculture and Environmental Sciences (CAES), Mohammed VI Polytechnic University (UM6P), Benguerir, Morocco.
Salma MouhibAgrobiosciences (AgBS), College of Agriculture and Environmental Sciences (CAES), Mohammed VI Polytechnic University (UM6P), Benguerir, Morocco.
Khaoula ErrafiiAfrica Genome Center (AGC), Mohammed VI Polytechnic University (UM6P), Benguerir, Morocco.
Adil El BaouchiAgrobiosciences (AgBS), College of Agriculture and Environmental Sciences (CAES), Mohammed VI Polytechnic University (UM6P), Benguerir, Morocco.
Oumaima ZaherAgrobiosciences (AgBS), College of Agriculture and Environmental Sciences (CAES), Mohammed VI Polytechnic University (UM6P), Benguerir, Morocco.
Dachena Romain GraciaAgrobiosciences (AgBS), College of Agriculture and Environmental Sciences (CAES), Mohammed VI Polytechnic University (UM6P), Benguerir, Morocco.
Augustine T ZvinavasheDepartment of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States.
Lamfeddal KouisniAfrican Sustainable Agriculture Research Institute (ASARI), Mohammed VI Polytechnic University (UM6P), Laayoune, Morocco.
Benedetto MarelliDepartment of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sustainable food production requires global access to fertilizers, reducing yield gaps in marginal lands, and decarbonizing the agricultural sector. This study evaluates plant growth-promoting rhizobacteria (PGPRs) preserved in silk-trehalose seed coatings for six months under ambient conditions for their potential to enhance crop yields in challenging soils. Common bean seeds were coated with silk, trehalose, and Rhizobium tropici using a low-tech pan-coating method and tested in greenhouse experiments and field trials across three Moroccan experimental farms with contrasting soil types (favorable, low organic matter, and saline). Rhizosphere microbial communities were characterized using 16S rRNA gene sequencing, and grain nutritional quality was assessed by ICP-OES analysis. Coated seeds showed improved vigor, larger biomass, and enhanced root architecture compared to non-coated seeds under stress conditions. Field trials demonstrated that seed treatment was associated with 50-75% increases in yield parameters and a 53% increase in grain zinc concentration, depending on soil conditions. Additionally, the rhizosphere of treated plants exhibited an enhanced presence of beneficial microbes, such as Bacillus and Acidobacteria, without disrupting native bacterial communities. This low-tech seed coating approach offers a promising sustainable solution for enhancing food production and nutritional quality in resource-limited, environmentally challenged regions.

Indexed as

biofortification approachmarginal landsRhizobium tropiciseed coatingtrehalose

Identifiers

PMID41799981
PMCPMC12960606

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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.