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1.
Sensors (Basel) ; 19(16)2019 Aug 09.
Article in English | MEDLINE | ID: mdl-31395823

ABSTRACT

An electronic nose (E-nose) system equipped with a sensitive sensor array was developed for fast diagnosis of aphid infestation on greenhouse tomato plants at early stages. Volatile organic compounds (VOCs) emitted by tomato plants with and without aphid attacks were detected using both the developed E-nose system and gas chromatography mass spectrometry (GC-MS), respectively. Sensor performance, with fast sensor responses and high sensitivity, were observed using the E-nose system. A principle component analysis (PCA) indicated accurate diagnosis of aphid-stressed plants compared to healthy ones, with the first two PCs accounting for 86.7% of the classification. The changes in VOCs profiles of the healthy and infested tomato plants were quantitatively determined by GC-MS. Results indicated that a group of new VOCs biomarkers (linalool, carveol, and nonane (2,2,4,4,6,8,8-heptamethyl-)) played a role in providing information on the infestation on the tomato plants. More importantly, the variation in the concentration of sesquiterpene VOCs (e.g., caryophyllene) and new terpene alcohol compounds was closely associated with the sensor responses during E-nose testing, which verified the reliability and accuracy of the developed E-nose system. Tomato plants growing in spring had similar VOCs profiles as those of winter plants, except several terpenes released from spring plants that had a slightly higher intensity.


Subject(s)
Aphids/physiology , Gas Chromatography-Mass Spectrometry/methods , Solanum lycopersicum/parasitology , Volatile Organic Compounds/analysis , Animals , Biomarkers/analysis , Electronic Nose , Gas Chromatography-Mass Spectrometry/instrumentation , Solanum lycopersicum/chemistry , Solanum lycopersicum/metabolism , Plant Diseases/parasitology , Plant Leaves/chemistry , Plant Leaves/metabolism , Plant Leaves/parasitology , Principal Component Analysis
2.
J Sci Food Agric ; 92(1): 116-24, 2012 Jan 15.
Article in English | MEDLINE | ID: mdl-21842529

ABSTRACT

BACKGROUND: Understanding the effects of temperature and nitrogen levels on key variables, particularly under field conditions during cool seasons of temperate climates, is important. Here, we document the impact of root-zone heating and nitrogen (N) fertility on the accumulation and composition of fall- and spring-grown lettuce biomass. A novel, scalable field system was employed. RESULTS: Direct-seeded plots containing a uniform, semi-solid, and nearly stable rooting medium were established outdoors in 2009 and 2010; each contained one of eight combinations of root-zone heating (-/+) and N fertility (0, 72, 144, and 576 mg day(-1)). Root-zone heating increased but withholding N decreased biomass accumulation in both years. Low N supplies were also associated with greater anthocyanin and total antioxidant power but lower N and phosphorus levels. Tissue chlorophyll a and vitamin C levels tracked root-zone temperature and N fertility more closely in 2009 and 2010, respectively. CONCLUSIONS: Experimentally imposed root-zone temperature and N levels influenced the amount and properties of fall- and spring-grown lettuce tissue. Ambient conditions, however, dictated which of these factors exerted the greatest effect on the variables measured. Collectively, the results point to the potential for gains in system sustainability and productivity, including with respect to supplying human nutritional units.


Subject(s)
Biomass , Fertilizers , Lactuca , Nitrogen/metabolism , Plant Roots , Soil , Temperature , Anthocyanins/metabolism , Antioxidants/metabolism , Ascorbic Acid/metabolism , Chlorophyll/metabolism , Chlorophyll A , Humans , Lactuca/growth & development , Lactuca/metabolism , Phosphorus/metabolism , Plant Leaves/growth & development , Plant Leaves/metabolism , Seasons
3.
Plant Cell Rep ; 26(9): 1501-9, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17503049

ABSTRACT

A novel automated image collection and analysis system was used to compare two new soybean (Glycine max (L.) Merr.) promoters with the cauliflower mosaic virus 35S (CaMV35S) promoter, which was used as an expression standard. For expression comparisons, various permutations of a soybean polyubiquitin (Gmubi) promoter, a soybean heat shock protein 90-like (GmHSP90L) promoter and the CaMV35S promoter were placed upstream of a green fluorescent protein (gfp) gene. DNA constructs were introduced via particle bombardment into excised cotyledons of germinating lima bean (Phaseolus lunatus L.) seeds, which were arranged in Petri dishes for automated image capture and image analysis. The automated system allowed monitoring and quantification of gfp gene expression in the same piece of tissue over time. The Gmubi promoter, with its intronic region intact, showed the highest expression that was over five times stronger than the CaMV35S promoter. When an intronic region was removed from the Gmubi promoter, GFP expression was reduced, but was still over two times greater than with the CaMV35S promoter. The full-length soybean GmHSP90L promoter was four times stronger than the CaMV35S promoter. Truncation of the GmHSP90L promoter resulted in stepwise decreases in promoter strength, which appear to correspond to removal of regulatory elements. Automated image capture and analysis allowed the rapid and efficient evaluation of these new promoters.


Subject(s)
Glycine max/genetics , Image Processing, Computer-Assisted/methods , Promoter Regions, Genetic/genetics , Caulimovirus , HSP90 Heat-Shock Proteins/genetics , Ubiquitin/genetics
4.
Plant Cell Rep ; 25(9): 920-6, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16609890

ABSTRACT

Expression of the green fluorescent protein (gfp) gene, under regulatory control of either the constitutive 35S promoter or the developmentally-regulated lectin promoter was monitored and quantified using a newly-developed automated tracking system. The automated system consisted of a computer-controlled two-dimensional robotics table and a programmable image acquisition system, which was used to semi-continuously monitor gfp gene expression during development of transgenic soybean [Glycine max (L.) Merrill] somatic embryos. Quantitative analysis of GFP expression showed that, during somatic embryo proliferation and early development, expression of lectin-GFP was not detected. During late embryo development, expression of lectin-GFP gradually increased until the levels were similar to those of 35S-GFP. The use of an automated image collection system and image analysis facilitated the frequent monitoring and quantification of gfp gene expression on a large number of samples over an extended period of time.


Subject(s)
Genes, Plant/genetics , Glycine max/genetics , Image Processing, Computer-Assisted/methods , Lectins/genetics , Promoter Regions, Genetic/genetics , Automation , Gene Expression Regulation, Plant , Plants, Genetically Modified , Restriction Mapping
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