Evidence map›Paper›PMID 42410349›Full record

ArticleBMC plant biology2026

Tailoring LED spectra and cultivation systems enhances lettuce productivity and nutritional quality in vertical indoor farming.

Abdullah Aldiyab, Hayriye Yildiz Dasgan, Boran Ikiz, Sibel Balik, Tugce Temtek, Irem Bicer, Nazim S Gruda

Abstract read
In one paragraph

Article in BMC plant biology, 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

7 authors.

Abdullah AldiyabDepartment of Horticulture, Faculty of Agriculture, University of Cukurova, Adana, 01330, Türkiye.
Hayriye Yildiz DasganDepartment of Horticulture, Faculty of Agriculture, University of Cukurova, Adana, 01330, Türkiye. dasgan@cu.edu.tr.
Boran IkizDepartment of Horticulture, Faculty of Agriculture, University of Cukurova, Adana, 01330, Türkiye.
Sibel BalikDepartment of Horticulture, Faculty of Agriculture, University of Cukurova, Adana, 01330, Türkiye.
Tugce TemtekDepartment of Horticulture, Faculty of Agriculture, University of Cukurova, Adana, 01330, Türkiye.
Irem BicerDepartment of Horticulture, Faculty of Agriculture, University of Cukurova, Adana, 01330, Türkiye.
Nazim S GrudaInstitute of Plant Sciences and Resource Conservation, Division of Horticultural Sciences, University of Bonn, Bonn, 53113, Germany. ngruda@uni-bonn.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Light spectrum and cultivation system are major determinants of crop performance in vertical indoor farming and controlled-environment agriculture. Here, we investigated the interaction effects of three LED spectra and two cultivation systems (aeroponic and ebb-and-flow) on the growth, yield, mineral composition, and quality attributes of Batavia lettuce (Lactuca sativa L. 'Capira') grown under vertical indoor farming conditions. Plants were cultivated under LED1 (70% red, 660 nm + 30% blue, 450 nm), LED2 (full-spectrum PAR, 400-700 nm), and LED3 (65% red, 660 nm + 25% blue, 450 nm + 5% white + 5% far-red, 730 nm) at a standardized light intensity of 200 µmol m⁻² s⁻¹ PPFD using a two-factor experimental design. Significant interaction effects between LED spectrum and cultivation system were observed for plant growth, yield, antioxidant-related compounds, nitrate accumulation, and mineral nutrient composition. Among the evaluated treatments, the LED2 × aeroponic combination resulted in the highest yield (5.02 kg m⁻²), biomass accumulation, and a balanced mineral nutrient profile. In contrast, the LED3 × aeroponic treatment promoted higher total soluble solids and phenolic compound accumulation, whereas the LED1 × Ebb and Flow combination enhanced flavonoid content. The highest vitamin C content and the lowest nitrate accumulation were both observed under the LED1 × aeroponic treatment under the evaluated cultivation conditions. Estimated energy analysis further demonstrated that although LED2 treatments required greater electrical energy input, their higher biomass production resulted in energy-use efficiency values comparable to those obtained under LED3 treatments. These results indicate that coordinated optimization of LED lighting and cultivation system design can improve productivity and quality in multilayer vertical farming systems. However, trade-offs among yield, nitrate accumulation, quality attributes, and estimated energy demand should also be considered. Future research should integrate physiological measurements, direct electrical monitoring, and economic analyses to enable more mechanistic and application-oriented optimization of vertical farming systems.

Indexed as

AgricultureLactucaLightBiomassNitratesNutritive ValueNitratesAeroponicsAntioxidantsControlled-environment agricultureEbb and flowLED lightingMultilayer cultivationNutritional quality

Identifiers

PMID42410349
PMCPMC13621526

What OpenQuestion holds

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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 OpenQuestion graph.