ReviewHeliyon2022
Bioinoculants as mitigators of multiple stresses: A ray of hope for agriculture in the darkness of climate change.
Review in Heliyon, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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.
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.
Who cites it
12 citing papers in PubMed, 43 citations in OpenAlex.
- Developing Effective Bioinoculant and Engineering Plant Microbiome for Climate Resilient Agriculture: Lessons Learned and Future Roadmap.Current microbiology · 2026Review
- YoMiCom framework for guild-based design of resilient microbial consortia in multi-stress agricultural systems.Frontiers in plant science · 2026Article
- Emerging Role of Arbuscular Mycorrhizal Fungi in Sustainable Agriculture: From Biology to Field Application.MicrobiologyOpen · 2025Review
- Endophytic and Rhizospheric Microorganisms: An Alternative for Sustainable, Organic, and Regenerative Bioinput Formulations for Modern Agriculture.Microorganisms · 2025Review
- Bacterial osmoprotectants-a way to survive in saline conditions and potential crop allies.FEMS microbiology reviews · 2025Review
- A two-tiered methodology for the validation of promising plant growth promoting bacteria isolated from durum wheat rhizosphere.Frontiers in plant science · 2025Article
- Early detection of fungal infection of Arabidopsis and brassica by Raman spectroscopy.Frontiers in plant science · 2025Article
- Herbicide-treated soil as a reservoir of beneficial bacteria: microbiome analysis and PGP bioinoculants in maize.Environmental microbiome · 2024Article
- The Reverse Ecology-Based Approach to Design a Bacterial Consortium as Soybean Bioinoculant.Current microbiology · 2024Article
- Article
- Exopolysaccharide-producing bacterial cultures ofHeliyon · 2024Article
- Inoculation withFrontiers in plant science · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Plant encounters various biotic and abiotic stresses, that affect agricultural productivity and reduce farmer's income especially under changing global climate. These environmental stresses can advance plant senescence by inducing osmotic stress, nutrient stress, hormonal imbalance, production of oxygen radicals, and ion toxicity, etc. Additionally, these stresses are not limited to plant health but also deteriorate soil health by affecting the microbial diversity of soil. To tackle this global delinquent of agriculture, several methods are suggested to ameliorate the negative effect of different types of stresses, the application of beneficial microorganisms or bioinoculants is one of them. Beneficial microorganisms that are used as bioinoculants not only facilitate plant growth by fulfilling the nutrient requirements but also assist the plant to withstand these stresses. These microorganisms produce certain chemicals such as 1-aminocyclopropane-1-carboxylate (ACC) deaminase, phytohormones, antioxidants, extracellular polysaccharide (EPS), siderophores, antibiotics, and volatile organic compounds (VOCs), etc. which help the plants to mitigate various stresses. Besides, these microbes also activate plant defence responses. Thus, these bioinoculants can effectively replace chemical inputs to supplement nutrient requirements and mitigation of multiple stresses in plants.
Indexed as
Identifiers
What Socratic holds
Registered trials
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 Socratic graph.