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Journal of Integrative Agriculture
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Investigation of Mitochondrial DNA genetic diversity and phylogeny of goats worldwide
GUO Yi, GONG Ying, HE Yong-meng, YANG Bai-gao, ZHANG Wei-yi, CHEN Bo-er, HUANG Yong-fu, ZHAO Yong-ju, ZHANG Dan-ping, MA Yue-hui, CHU Ming-xing, E Guang-xin
2022, 21 (
6
): 1830-1837. DOI:
10.1016/S2095-3119(21)63882-0
Abstract
(
244
)
PDF in ScienceDirect
Genetic diversity, population structure, and population expansion of goats worldwide (4 165 individuals from 196 breeds) were analyzed using published mitochondrial DNA (mtDNA) D_loop hypervariable region sequences. Results showed that 2 409 haplotypes and 301 polymorphic sites were present within the 401-bp length D_loop region, the nucleotide diversity (Pi) was 0.03471, and the haplotype diversity (Hd) was 0.9983. Phylogenetic analysis revealed that 98.92% of haplotypes were divided into six obvious clusters, consistent with the classification of the known mitochondrial haplogroups of goats. Haplogroup A accounted for the largest proportion (86%). Interestingly, two unknown divisions (Unknown I and Unknown II) were discovered from goats in Southwest China, suggesting that Southwest China has unique maternal haplogroups. Analysis of molecular variance (AMOVA) and the average number of pairwise differences between populations (PiXY) indicated that geographical variation was small but significant. Neutrality tests (Tajima’s D and Fu’s F
S
tests) and mismatch distribution showed that haplogroups B, C, and G had expansion histories. In addition, the phylogenetic relationship between domestic and wild goats suggested that
Capra aegagrus
is the most likely wild ancestor and may have participated in the domestication of ancestral populations of A, B, C, and F haplogroups. A meta-analysis on the mtDNA sequences of goats from international databases was conducted to analyze goats’ genetic diversity, population structure, and matrilineal system evolution worldwide. The results may help further understand the domestication history and gene flow of goats worldwide.
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A rapid multiplication system for '
Candidatus
Liberibacter asiaticus' through regeneration of axillary buds
in vitro
LEI Tian-gang, HE Yong-rui, ZOU Xiu-ping, WANG Xue-feng, FU Shi-min, PENG Ai-hong, XU Lan-zhen, YAO Li-xiao, CHEN Shan-chun, ZHOU Chang-yong
2022, 21 (
6
): 1683-1693. DOI:
10.1016/S2095-3119(21)63856-X
Abstract
(
198
)
PDF in ScienceDirect
‘
Candidatus
Liberibacter asiaticus (
C
Las)’, which causes citrus Huanglongbing (HLB) disease, has not been successfully cultured in vitro to date. Here, a rapid multiplication system for
C
Las was established through in vitro regeneration of axillary buds from
C
Las-infected ‘Changyecheng’ sweet orange (
Citrus sinensis
Osbeck). Firstly, stem segments with a single axillary bud were cultured
in vitro
to allow
C
Las to multiply in the regenerating axillary buds. A high
C
Las titer was detected in the regenerated shoots on an optimized medium at 30 days after germination (DAG), and it was 28.2-fold higher than in the midribs from
C
Las-infected trees growing in the greenhouse. To minimize contamination during
in vitro
regeneration,
C
Las-infected axillary buds were micrografted onto seedlings of ‘Changyecheng’ sweet orange and cultured in a liquid medium. In this culture, the titers of
C
Las in regenerated shoots rapidly increased from 7.5×10
4
to 1.4×10
8
cells μg
-1
of citrus DNA during the first 40 DAG. The percentages of shoots with >1×10
8
C
Las cells μg
-1
DNA were 30% and 40% at 30 and 40 DAG, respectively. Direct tissue blot immune assay (DTBIA) indicated that the distribution of
C
Las was much more uniform in regenerated plantlets than in
C
Las-infected trees growing in the greenhouse. The disease symptoms in the plantlets were die-back, stunted growth, leaf necrosis/yellowing, and defoliation. The death rate of the plantlets was 82.0% at 60 DAG. Our results show that
C
Las can effectively multiply in
in vitro
culture. This method will be useful for studying plant–HLB interactions and for rapid screening of therapeutic compounds against
C
Las in citrus.
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A rapid, low-cost deep learning system to classify strawberry disease based on cloud service
YANG Guo-feng, YANG Yong, HE Zi-kang, ZHANG Xin-yu, HE Yong
2022, 21 (
2
): 460-473. DOI:
10.1016/S2095-3119(21)63604-3
Abstract
(
179
)
PDF in ScienceDirect
Accurate and timely classification of diseases during strawberry planting can help growers deal with them in timely manner, thereby reducing losses. However, the classification of strawberry diseases in real planting environments is facing severe challenges, including complex planting environments, multiple disease categories with small differences, and so on. Although recent mobile vision technology based deep learning has achieved some success in overcoming the above problems, a key problem is how to construct a non-destructive, fast and convenient method to improve the efficiency of strawberry disease identification for the multi-region, multi-space and multi-time classification requirements. We develop and evaluate a rapid, low-cost system for classifying diseases in strawberry cultivation. This involves designing an easy-to-use cloud-based strawberry disease identification system, combined with our novel self-supervised multi-network fusion classification model, which consists of a Location network, a Feedback network and a Classification network to identify the categories of common strawberry diseases. With the help of a novel self-supervision mechanism, the model can effectively identify diseased regions of strawberry disease images without the need for annotations such as bounding boxes. Using accuracy, precision, recall and
F
1
to evaluate the classification effect, the results of the test set are 92.48, 90.68, 86.32 and 88.45%, respectively. Compared with popular Convolutional Neural Networks (CNN) and five other methods, our network achieves better disease classification effect. Currently, the client (mini program) has been released on the WeChat platform. The mini program has perfect classification effect in the actual test, which verifies the feasibility and effectiveness of the system, and can provide a reference for the intelligent research and application of strawberry disease identification.
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Fluorescent competitive assay for melamine using dummy molecularly imprinted polymers as antibody mimics
DU Xin-wei, ZHANG Yan-xin, SHE Yong-xin, LIU Guang-yang, ZHAO Feng-nian, WANG Jing, WANG Shan-shan, JIN Fen, SHAO Hua, JIN Mao-jun, ZHENG Lu-fei
2016, 15 (
05
): 1166-1177. DOI:
10.1016/S2095-3119(16)61357-6
Abstract
(
2482
)
PDF in ScienceDirect
A fluorescent competitive assay for melamine was first developed utilizing dummy molecularly imprinted polymers (DMIPs) as artificial antibodies. This method is based on the competition between fluorescent substances and the unlabeled analyte for binding sites in synthesized DMIPs and the decreased binding of fluorescent substances to DMIPs due to increased concentrations of melamine in the solutions. DMIPs for melamine were synthesized under a hot water bath in the presence of the initiator azobisisobutyronitrile (AIBN) using 2,4-diamino-6-methyl-1,3,5-triazine (DAMT) as a dummy template, methacrylic acid (MAA) as a functional monomer, and ethylene glycol dimethacrylate (EGDMA) as a crosslinking agent. The adsorption capacity and selectivity of DMIPs for melamine were evaluated by the isothermal adsorption curve and Scatchard analysis. The evaluation results showed that the synthesized DMIPs had specific recognition sites for melamine and the maximum adsorption amount was 1 066.33 μg g
–1
. Later, 5-(4,6-dichlorotriazinyl) amino fluorescein (DTAF) with a triazine ring, which slightly resembles melamine, was selected as the fluorescent substance. The fluorescent competitive assay using DMIPs as the antibody mimics was finally established by selecting and optimizing the reaction solvents, DMIPs amount, DTAF concentration, and incubation time. The optimal detection system showed a linear response within range of 0.05–40 mg L
–1
and the limit of detection (LOD) was 1.23 μg L
–1
. It was successfully applied to the detection of melamine in spiked milk samples with satisfactory recoveries (71.9 to 86.3%). According to the comparative analysis, the result of optimized fluorescent competitive assay revealed excellent agreement with the HPLC-MS/MS result for melamine.
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Low Root Zone Temperature Exacerbates the Ion Imbalance and Photosynthesis Inhibition and Induces Antioxidant Responses in Tomato Plants Under Salinity
HE Yong, YANG Jing, ZHU Biao , ZHU Zhu-jun
2014, 13 (
1
): 89-99. DOI:
10.1016/S2095-3119(13)60586-9
Abstract
(
1979
)
PDF in ScienceDirect
The combined effects of salinity with low root zone temperature (RZT) on plant growth and photosynthesis were studied in tomato (Solanum lycopersicum) plants. The plants were exposed to two different root zone temperatures (28/20°C, 12/8°C, day/night temperature) in combination with two NaCl levels (0 and 100 mmol L-1). After 2 wk of treatment, K+ and Na+ concentration, leaf photosynthetic gas exchange, chlorophyll fluorescence and leaf antioxidant enzyme activities were measured. Salinity significantly decreased plant biomass, net photosynthesis rate, actual quantum yield of photosynthesis and concentration of K+, but remarkably increased the concentration of Na+. These effects were more pronounced when the salinity treatments were combined with the treatment of low RZT conditions. Either salinity or low RZT individually did not affect maximal efficiency of PSII photochemistry (Fv/Fm), while a combination of these two stresses decreased Fv/Fm considerably, indicating that the photo-damage occurred under such conditions. Non-photochemical quenching was increased by salt stress in accompany with the enhancement of the de-epoxidation state of the xanthophyll cycle, in contrast, this was not the case with low RZT applied individually. Salinity stress individually increased the activities of SOD, APX, GPOD and GR, and decreased the activities of DHAR. Due to the interactive effects of salinity with low RZT, these five enzyme activities increased sharply in the combined stressed plants. These results indicate that low RZT exacerbates the ion imbalance, PSII damage and photosynthesis inhibition in tomato plants under salinity. In response to the oxidative stress under salinity in combination with low RZT, the activities of antioxidant enzymes SOD, APX, GPOD, DHAR and GR were clearly enhanced in tomato plants.
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