Evidence map›Paper›PMID 41673405›Full record

ArticleScientific reports2026

Root system architecture profiling for aluminium tolerance in maize seedlings using an optimized high-throughput phenotyping.

Arun M Channapur, Santosh Kumar, Krishnan P Abhijith, Bhupender Kumar, Preeti Singh, Akash Anandrao, Sandeep Jaiswal, Omkar M Limbalkar, Saheb Pal, Yamini Thakur and 3 more

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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

13 authors.

Arun M Channapur *ICAR-Indian Agricultural Research Institute, Jharkhand, 825405, India.
Santosh Kumar *ICAR-Indian Agricultural Research Institute, Jharkhand, 825405, India. saan503@gmail.com.
Krishnan P AbhijithICAR-Indian Agricultural Research Institute, Assam, 787034, India.
Bhupender KumarICAR-Indian Institute of Maize Research, Ludhiana, 141003, India. bhupender.iari@gmail.com.
Preeti SinghICAR-Indian Agricultural Research Institute, Jharkhand, 825405, India. singh.preeti8888@gmail.com.
Akash AnandraoICAR-Indian Agricultural Research Institute, Jharkhand, 825405, India.
Sandeep JaiswalICAR-Research Complex for North Eastern Hilly Region, Meghalaya, 793103, India.
Omkar M LimbalkarICAR-Indian Institute of Agricultural Biotechnology, Ranchi, 834003, India.
Saheb PalICAR-Indian Agricultural Research Institute, Jharkhand, 825405, India.
Yamini ThakurICAR-Indian Agricultural Research Institute, Jharkhand, 825405, India.
Ganpati MukriICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
Archana Hulisara RameshICAR-Indian Agricultural Research Institute, Jharkhand, 825405, India.
Vishal NathICAR-Indian Agricultural Research Institute, Jharkhand, 825405, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aluminium (Al) toxicity is a potential constraint to maize productivity in acidic soils, primarily due to its inhibitory effect on root growth during its early establishment. In the present study, a hydroponic screening protocol was standardized using Modified Magnavaca-II solution at the seedling stage and applied to 250 tropical maize inbred lines. Five root traits-total root length (TRL), root surface area (RSA), root volume (RV), average root diameter (AD), and number of root tips (NRT)-were quantified using WinRHIZO. To assess differential tolerance, the Relative Root Tolerance Index (RRTI)-a ratio-based metric comparing root performance under stress versus control-was calculated along with percent reduction for all traits. Protocol optimization with seven elite inbreds exposed to graded AlCl₃ concentrations (0-1500 µM) identified 300 µM AlCl₃ at 11 days post-germination as optimal for differentiating genotypic responses. Under this optimized condition, the 250 inbreds showed highly significant genotypic variation and genotype × treatment interactions. Stress significantly reduced most root traits by 10-40%, while improving the average root diameter, indicating compensatory thickening. Substantial variability was observed for both RRTI and percent reduction indices, ranging from 3.83 to 533.88. Principal component analysis and composite indices identified IMR292, IMR592, IMR463, IMR621, IMR546, IMR534, IMR629 and IMR395 as tolerant due to high TRL, RSA and NRT under stress, while IMR388, IMR33, IMR58, IMR349 and IMR446 were highly susceptible. The tolerant inbreds offer promising genetic resources for breeding Al-tolerant maize, while the optimized hydroponic system provides a robust, scalable framework for future phenotyping and genetic dissection studies.

Indexed as

AluminumPlant RootsSeedlingsZea maysGenotypeHigh-Throughput Screening AssaysPhenotypeStress, PhysiologicalAluminumAcid soilsAluminium toxicityHydroponic screeningInbredsMaizeRelative root tolerance index

Identifiers

PMID41673405
PMCPMC12966390

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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.