Evidence map›Paper›PMID 41471597›Full record

ArticleSensors (Basel, Switzerland)2025

Low-Temperature Stress-Induced Changes in Cucumber Plants-A Near-Infrared Spectroscopy and Aquaphotomics Approach for Investigation.

Daniela Moyankova, Petya Stoykova, Petya Veleva, Nikolai K Christov, Antoniya Petrova, Krasimir Rusanov, Stefka Atanassova

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. 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

7 authors.

Daniela MoyankovaAgroBioInstitute, Agricultural Academy, 1164 Sofia, Bulgaria.ORCID 0000-0003-4020-1918
Petya StoykovaAgroBioInstitute, Agricultural Academy, 1164 Sofia, Bulgaria.
Petya VelevaDepartment of Agricultural Engineering, Faculty of Agriculture, Trakia University, 6000 Stara Zagora, Bulgaria.ORCID 0000-0001-7813-6387
Nikolai K ChristovAgroBioInstitute, Agricultural Academy, 1164 Sofia, Bulgaria.ORCID 0000-0002-4498-3411
Antoniya PetrovaDepartment of Agricultural Engineering, Faculty of Agriculture, Trakia University, 6000 Stara Zagora, Bulgaria.ORCID 0009-0004-4616-6150
Krasimir RusanovAgroBioInstitute, Agricultural Academy, 1164 Sofia, Bulgaria.ORCID 0000-0001-8131-3364
Stefka AtanassovaDepartment of Agricultural Engineering, Faculty of Agriculture, Trakia University, 6000 Stara Zagora, Bulgaria.ORCID 0000-0003-1797-9879

Funding

Centre of Competence "Sustainable Utilization of Bio-resources and Waste of Medicinal and Aromatic Plants for Innovative Bioactive Products" (BIORESOURCES BG) project; Program "Research, Innovation and Digitization for Smart Transformation" 2021-2027, co- BG16RFPR002-1.014-0001National Science Fund of Bulgaria Contract No. KP-06-N51/3
6 · The paper itself

Abstract

Low temperatures have a significant impact on the growth, development, and productivity of cucumber plants. The potential of near-infrared spectroscopy and the aquaphotomics approach for investigating chilling stress was studied in Voreas F1 and Gergana cultivars. Changes in the spectral patterns of cucumber plants were compared with physiological and metabolic data. Voreas plants were unable to survive seven days of low-temperature stress due to a drastic increase in electrolyte leakage and a decrease in the net photosynthesis rate, stomatal conductance, and transpiration rate. Gergana plants survived chilling by preserving cell membrane integrity and photosynthesis efficiency. During chilling treatment, the content of most metabolites in both cultivars was reduced compared to the controls, yet it was much more pronounced in Voreas. We observed an increased accumulation of cinnamic acid on the seventh day only in the Gergana cultivar. A MicroNIR spectrometer was used for in vivo spectral measurements of cotyledons and the first two leaves. Differences in absorption spectra were observed among control, stressed, and recovered plants, across different days of stress, and between the studied cultivars. The most significant differences were in the 1300-1600 nm range, much smaller for Gergana than Voreas. Aquagrams of the two cultivars also reveal differences in their responses to low temperatures and changes in water molecular structure in the leaves. The errors of prediction for the days of chilling by using PLS models were from 0.96 to 1.14 days for independent validation, depending on the spectral data of different leaves used. Near-infrared spectroscopy and aquaphotomics can be used as additional tools for early detection of stress and investigation of low-temperature tolerance in cucumber cultivars.

Indexed as

Cold TemperatureCucumis sativusStress, PhysiologicalCold-Shock ResponsePhotosynthesisPlant LeavesSpectroscopy, Near-Infraredaquagramscold stresscucumber plantsnear-infrared spectroscopy

Identifiers

PMID41471597
PMCPMC12736927

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.