Evidence map›Paper›PMID 31689974›Full record

ArticleSensors (Basel, Switzerland)2019

Gas Biosensor Arrays Based on Single-Stranded DNA-Functionalized Single-Walled Carbon Nanotubes for the Detection of Volatile Organic Compound Biomarkers Released by Huanglongbing Disease-Infected Citrus Trees.

Hui Wang, Pankaj Ramnani, Tung Pham, Claudia Chaves Villarreal, Xuejun Yu, Gang Liu, Ashok Mulchandani

Open access · goldAbstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
4.7field-weighted citation impact, top 6% of its field
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

10 citing papers in PubMed, 29 citations in OpenAlex.

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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

7 authors at 1 institution in 2 countries.

Hui WangKey Laboratory of Modern Precision Agriculture System Integration Research, Ministry of Education China Agri-Cultural University, Beijing 100083, China. wanghuilunwen@cau.edu.cn.
Pankaj RamnaniDepartment of Chemical and Environmental Engineering, University of California-Riverside, Riverside, CA 92521, USA. pramn002@ucr.edu.
Tung PhamDepartment of Chemical and Environmental Engineering, University of California-Riverside, Riverside, CA 92521, USA. tpham052@ucr.edu.ORCID 0000-0003-0198-0154
Claudia Chaves VillarrealMaterials Science and Engineering Program, University of California-Riverside, Riverside, CA 92521, USA. cchav021@ucr.edu.
Xuejun YuDepartment of Chemical and Environmental Engineering, University of California-Riverside, Riverside, CA 92521, USA. xyu010@ucr.edu.
Gang LiuKey Laboratory of Modern Precision Agriculture System Integration Research, Ministry of Education China Agri-Cultural University, Beijing 100083, China. pac@cau.edu.cn.
Ashok MulchandaniDepartment of Chemical and Environmental Engineering, University of California-Riverside, Riverside, CA 92521, USA. adani@engr.ucr.edu.ORCID 0000-0002-2831-4154
University of California, Riverside · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Volatile organic compounds (VOCs) released by plants are closely associated with plant metabolism and can serve as biomarkers for disease diagnosis. Huanglongbing (HLB), also known as citrus greening or yellow shoot disease, is a lethal threat to the multi-billion-dollar citrus industry. Early detection of HLB is vital for removal of susceptible citrus trees and containment of the disease. Gas sensors are applied to monitor the air quality or toxic gases owing to their low-cost fabrication, smooth operation, and possible miniaturization. Here, we report on the development, characterization, and application of electrical biosensor arrays based on single-walled carbon nanotubes (SWNTs) decorated with single-stranded DNA (ssDNA) for the detection of four VOCs-ethylhexanol, linalool, tetradecene, and phenylacetaldehyde-that serve as secondary biomarkers for detection of infected citrus trees during the asymptomatic stage. SWNTs were noncovalently functionalized with ssDNA using π-π interaction between the nucleotide and sidewall of SWNTs. The resulting ssDNA-SWNT hybrid structure and device properties were investigated using Raman spectroscopy, ultraviolet (UV) spectroscopy, and electrical measurements. To monitor changes in the four VOCs, gas biosensor arrays consisting of bare SWNTs before and after being decorated with different ssDNA were employed to determine the different concentrations of the four VOCs. The data was processed using principal component analysis (PCA) and neural net fitting (NNF).

Indexed as

Plant DiseasesBiomarkersBiosensing TechniquesCitrusDNA, PlantDNA, Single-StrandedNanotubes, CarbonPrincipal Component AnalysisReproducibility of ResultsSpectrophotometry, UltravioletSpectrum Analysis, RamanTreesVolatile Organic CompoundsBiomarkersDNA, PlantDNA, Single-StrandedNanotubes, CarbonVolatile Organic CompoundsFETgas sensorHLBssDNASWNTvolatile organic compounds

Identifiers

PMID31689974
PMCPMC6865013
OpenAlexW2983943124

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.