Evidence map›Paper›PMID 37117674›Full record

ArticleNature food2021

Programmable design of seed coating function induces water-stress tolerance in semi-arid regions.

Augustine T Zvinavashe, Julie Laurent, Manal Mhada, Hui Sun, Henri Manu Effa Fouda, Doyoon Kim, Salma Mouhib, Lamfeddal Kouisni, Benedetto Marelli

Abstract read
PubMed Publisher
In one paragraph

Article in Nature food, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
7.7field-weighted citation impact, top 3% of its field
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

16 citing papers in PubMed, 57 citations in OpenAlex.

  1. Review
  2. Article
  3. Review
  4. Article
  5. Article
  6. Silk-trehalose seed coating technology preservesFrontiers in plant science · 2026
    Article
  7. Review
  8. Article
  9. Article
  10. Review
  11. Review
  12. Article
  13. Review
  14. Article
  15. Article
  16. Novel Complexes of 3-[3-(1Molecules (Basel, Switzerland) · 2022
    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

9 authors at 2 institutions in 2 countries.

Augustine T Zvinavashe *Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0001-5239-5823
Julie Laurent *Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-5198-1326
Manal MhadaAgroBiosciences Department (AgBS), Mohammed VI Polytechnic University (UM6P), Ben-Guerir, Morocco.ORCID http://orcid.org/0000-0002-0690-2633
Hui SunDepartment of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0003-1831-2750
Henri Manu Effa FoudaDepartment of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
Doyoon KimDepartment of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0001-9496-5556
Salma MouhibAgroBiosciences Department (AgBS), Mohammed VI Polytechnic University (UM6P), Ben-Guerir, Morocco.ORCID http://orcid.org/0000-0003-4945-7020
Lamfeddal KouisniAgroBiosciences Department (AgBS), Mohammed VI Polytechnic University (UM6P), Ben-Guerir, Morocco.
Benedetto MarelliDepartment of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA. bmarelli@mit.edu.ORCID http://orcid.org/0000-0001-5311-6961
Massachusetts Institute of Technology · USUniversité Mohammed VI Polytechnique · MA

Funding

National Science Foundation (NSF) CMMI-1752172United States Department of Defense | United States Navy | Office of Naval Research (ONR) N000141812258
6 · The paper itself

Abstract

In semi-arid regions, water stress during seed germination and early seedling growth is the highest cause of crop loss. In nature, some seeds (for example, chia and basil) produce a mucilage-based hydrogel that creates a germination-promoting microenvironment by retaining water, regulating nutrient entry and facilitating interactions with beneficial microorganisms. Inspired by this strategy, a two-layered biopolymer-based seed coating has been developed to increase germination and water-stress tolerance in semi-arid, sandy soils. Seeds are coated with a silk/trehalose inner layer containing rhizobacteria and a pectin/carboxymethylcellulose outer layer that reswells upon sowing and acts as a water jacket. Using Phaseolus vulgaris (common bean) cultured under water-stress conditions in an experimental farm in Ben Guerir, Morocco, the proposed seed coating effectively delivered rhizobacteria to form root nodules, resulted in plants with better health and mitigated water stress in drought-prone marginal lands. A programmable seed coating technology has the potential to increase seed germination and water-stress tolerance in semi-arid, sandy soils.

Identifiers

PMID37117674
OpenAlexW3182268131

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.