Evidence map›Paper›PMID 41761336›Full record

ArticleBMC research notes2026

Enhancing rapeseed drought resilience: transcriptomic insights from superabsorbent polymer seed coatings.

Akram Abdolmaleki, Hendrik Bertram, Susann Michanski, Armin O Schmitt, Mehmet Gültas

Abstract read
In one paragraph

Article in BMC research notes, 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

5 authors.

Akram AbdolmalekiGeorg-August University, Margarethe Von Wrangell-Weg 7, 37075, Göttingen, Germany.
Hendrik BertramGeorg-August University, Margarethe Von Wrangell-Weg 7, 37075, Göttingen, Germany.
Susann MichanskiSouth Westphalia University of Applied Sciences, Lübecker Ring 2, 59494, Soest, Germany.
Armin O SchmittGeorg-August University, Margarethe Von Wrangell-Weg 7, 37075, Göttingen, Germany.
Mehmet GültasSouth Westphalia University of Applied Sciences, Lübecker Ring 2, 59494, Soest, Germany. gueltas.mehmet@fh-swf.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesClimate change leads to drought that critically threatens global food security by limiting plant growth and crop productivity. Rapeseed, a vital source of feed, food, and oil, is highly vulnerable to this stress. To mitigate this, novel agricultural materials such as superabsorbent polymers (SAPs) offer a promising short-term solution to alleviate drought stress. Furthermore, understanding how these polymers enhance drought tolerance can help identify candidate genes for long-term breeding programs. Notably, this study is the first comprehensive investigation to evaluate SAP effects at both molecular and biological levels using mRNA sequencing, providing significant insights into their drought-mitigating mechanisms in rapeseed. DATA DESCRIPTION: Messenger RNA sequencing (mRNA-seq) was conducted on five groups: two fossil-based polymers (MERCK, SWT), one natural-based polymer (ABG), a stress control (CS), and a well-watered control (CN), to assess induced transcriptomic changes. Following the International Seed Testing Association guidelines, the experiment was conducted on rapeseed for 7 days (Rajendra Prasad in Seed science and technology: biology, production, quality, Springer Nature Singapore, 2023). Afterwards, indexed cDNA libraries were prepared for mRNA sequencing using the Illumina NovaSeq X Plus platform. For this study, we collected 10 mRNA sequencing samples, distributed across the different treatment groups. The resulting FASTQ files from sequencing are publicly available in the European Nucleotide Archive under accession number ERP180393.

Indexed as

Brassica napus L.Drought stressmRNA seqRapeseedSAPSeed GerminationTranscriptome analysis

Identifiers

PMID41761336
PMCPMC13049986

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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.