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Dissecting the genetic basis of maize deep-sowing tolerance by combining association mapping and gene expression analysis
YANG Yue, MA Yu-ting, LIU Yang-yang, Demar LYLE, LI Dong-dong, WANG Ping-xi, XU Jia-liang, ZHEN Si-han, LU Jia-wen, PENG Yun-ling, CUI Yu, FU Jun-jie, DU Wan-li, ZHANG Hong-wei, WANG Jian-hua
2022, 21 (
5
): 1266-1277. DOI:
10.1016/S2095-3119(21)63649-3
Abstract
(
150
)
PDF in ScienceDirect
Deep-sowing is an important method for avoiding drought stress in crop species, including maize. Identifying candidate genes is the groundwork for investigating the molecular mechanism underlying maize deep-sowing tolerance. This study evaluated four traits (mesocotyl length at 10 and 20 cm planting depths and seedling emergence rate on days 6 and 12) related to deep-sowing tolerance using a large maize population containing 386 inbred lines genotyped with 0.5 million high-quality single nucleotide polymorphisms (SNPs). The genome-wide association study detected that 273 SNPs were in linkage disequilibrium (LD) with the genetic basis of maize deep-sowing tolerance. The RNA-sequencing analysis identified 1 944 and 2 098 differentially expressed genes (DEGs) in two comparisons, which shared 281 DEGs. By comparing the genomic locations of the 273 SNPs with those of the 281 DEGs, we identified seven candidate genes, of which
GRMZM2G119769
encoded a sucrose non-fermenting 1 kinase interactor-like protein.
GRMZM2G119769
was selected as the candidate gene because its homologs in other plants were related to organ length, auxin, or light response. Candidate gene association mapping revealed that natural variations in
GRMZM2G119769
were related to phenotypic variations in maize mesocotyl length. Gene expression of
GRMZM2G119769
was higher in deep-sowing tolerant inbred lines. These results suggest that
GRMZM2G119769
is the most likely candidate gene. This study provides information on the deep-sowing tolerance of maize germplasms and identifies candidate genes, which would be useful for further research on maize deep-sowing tolerance.
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Breeding of CMS maintainer lines through anther culture assisted by high-resolution melting-based markers
WANG Ping, BAI Yu-lu, WANG Min-xia, HU Bin-hua, PU Zhi-gang, ZHANG Zhi-yong, ZHANG Qiong, XU Deng-wu, LUO Wen-long, CHEN Zhi-qiang
2020, 19 (
12
): 2965-2973. DOI:
10.1016/S2095-3119(20)63179-3
Abstract
(
101
)
PDF in ScienceDirect
The integrated use of molecular marker-assisted selection (MAS) and anther culture has potential to significantly increase efficiency in plant breeding; however, reports on this kind of practical use are very limited. In the present study, we report the development of cytoplasmic male sterile (CMS) maintainers with aroma, disease resistance and red-brown hulls, as an example of integration of MAS and anther culture in rice breeding. A high-resolution melting (HRM)-based functional molecular marker was developed for the red-brown hull trait caused by a unique mutation (
rbh1
) in
OsCAD2
. Functional molecular markers for genes of rice blast resistance (
Pi2
), aroma (
fgr
) and red-brown hull (
rbh1
) were used for precise genotyping of individual plants in the BC
1
and BC
2
F
2
populations derived from a cross between CMS maintainers Huaxiang B (
pi2–/rbh1–/fgr–)
and Rong 3B (
Pi2+/RBH1+/Fgr+).
A total of 89 doubled haploid (DH) lines were generated from selected BC
2
F
2
plants (
Pi2+/rbh1–/fgr–)
by anther culture. Seven DH lines were subsequently selected as the potential new CMS maintainers based on their overall performance and high resistance to blast. Our study demonstrated that integration of MAS and anther culture significantly accelerated the development of CMS maintainers with multiple stacked genes.
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Genome-wide association study for starch content and constitution in sorghum (
Sorghum bicolor
(L.) Moench)
CHEN Bing-ru, WANG Chun-yu, WANG Ping, ZHU Zhen-xing, XU Ning, SHI Gui-shan, YU Miao, WANG Nai, LI Ji-hong, HOU Jia-ming, LI Shu-jie, ZHOU Yu-fei, GAO Shi-jie, LU Xiao-chun, HUANG Rui
2019, 18 (
11
): 2446-2456. DOI:
10.1016/S2095-3119(19)62631-6
Abstract
(
124
)
PDF in ScienceDirect
Starch is the most important component in endosperm of sorghum grain. Usually, two types of starch are present: amylose (AM) and amylopectin (AP). The levels of AM and AP contents play a significant role in the appearance, structure, and quality of sorghum grains and in marketing applications. In the present study, a panel of 634 sorghum (
Sorghum
bicolor
(L.) Moench) accessions were evaluated for starch, AM, and AP contents of grain, which included a mini core collection of 242 accessions from the International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) in India, and 252 landraces and 140 cultivars from China. The average starch content was 67.64% and the average AM and AP contents were 20.19 and 79.81%, respectively. We developed a total of 260 000 high-confidence single nucleotide polymorphism (SNP) markers in the panel of 634 accessions of S. bicolor using specific locus amplified fragment sequencing (SLAF-seq). We performed genome-wide association studies (GWAS) of starch, AM, and AM/AP of grain and SNP markers based on a mixed linear model (MLM). In total, 70 significant association signals were detected for starch, AM, and AM/AP ratio of grain with
P
<4.452×10
–7
, of which 10 SNPs were identified with significant starch, 51 SNPs were associated with AM, and nine SNPs were associated with the AM/AP ratio. The Gene Ontology (GO) analysis identified 12 candidate genes at five QTLs associated with starch metabolism within the 200-kb intervals, located on chromosomes 1, 5, 6, and 9. Of these genes, Sobic.006G036500.1 encodes peptidyl-prolyl cis-trans-isomerase CYP38 responsible for hexose monophosphate shunt (HMS) and Sobic.009G071800 encodes 6-phospho-fructokinase (PFK), which is involved in the embden-meyerhof pathway (EMP). Kompetitive allele specific PCR (KASP) markers were developed to validate the GWAS results. The C allele is correlated with a high starch content, while the T allele is linked with a low level of starch content, and provides reliable haplotypes for MAS in sorghum quality improvement.
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Analysis of the diversity and function of the alleles of the rice blast resistance genes Piz-t, Pita and Pik in 24 rice cultivars
WANG Yan, ZHAO Jia-ming, ZHANG Li-xia, WANG Ping, WANG Shi-wei, WANG Hui, WANG Xiao-xi, LIU Zhi-heng, ZHENG Wen-jing
2016, 15 (
7
): 1423-1431. DOI:
10.1016/S2095-3119(15)61207-2
Abstract
(
1271
)
PDF in ScienceDirect
Understanding the sequence diversity of rice blast resistance genes is important for breeding new resistant rice cultivars against the rice blast fungus Magnaporthe oryzae. In this study, we selected 24 rice cultivars with different genetic backgrounds to study the allelic diversity of rice blast resistance genes Piz-t, Pita and Pik. For Piz-t, a total of 17 allelic types were found within the 24 cultivars. Blast inoculations showed that most of the mutations can affect the function of the resistance gene. For Pita, except for the difference at the 918th amino acid, a majority of the 21 mutations were detected among the cultivars. Inoculations with blast isolates carrying Avr-Pita revealed that cultivars with mutations in other sites except for the 918th amino acid did not affect the function of the Pita gene. For Pik, a total of six allelic types were found within the 24 cultivars, but five of them lost the function of the resistance gene. In addition, we found that Piz-t, Pita and Pik were expressed constitutively in the 24 rice cultivars and the expression level was not related to resistance. Our results have provided the sequence diversity information of the resistance genes Piz-t, Pita and Pik among the popular rice cultivars grown in the northeast region of China.
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Foliar application of sodium hydrosulfide (NaHS), a hydrogen sulfide (H
2
S) donor, can protect seedlings against heat stress in wheat (
Triticum aestivum
L.)
YANG Min, QIN Bao-ping, MA Xue-li, WANG Ping, LI Mei-ling, CHEN Lu-lu, CHEN Lei-tai, SUN Aiqing, WANG Zhen-lin, YIN Yan-ping
2016, 15 (
12
): 2745-2758. DOI:
10.1016/S2095-3119(16)61358-8
Abstract
(
1312
)
PDF in ScienceDirect
Temperature extremes represent an important limiting factor to plant growth and productivity. Low concentration of hydrogen sulfide (H
2
S) has been proven to function in physiological responses to various stresses. The present study evaluated the effect of foliar application of wheat seedlings with a H
2
S donor, sodium hydrosulfide (NaHS), on the response to acute heat stress. The results showed that pretreatment with NaHS could promote heat tolerance of wheat seedlings in a dose-dependent manner. Again, it was verified that H
2
S, rather than other sulfur-containing components or sodion derived from NaHS solution, should contribute to the positive role in promoting wheat seedlings against heat stress. To further study antioxidant mechanisms of NaHS-induced heat tolerance, superoxide dismutase (SOD, EC 1.15.1.1), catalase (CAT, EC 1.11.1.6) and ascorbate peroxidase (APX, EC 1.11.1.11) activities, and H
2
S, hydrogen peroxide (H
2
O
2
), malonaldehyde (MDA), and soluble sugar contents in wheat seedlings were determined. The results showed that, under heat stress, the activities of SOD, CAT, and APX, H
2
S, H
2
O
2
, MDA, and soluble sugar contents in NaHS-pretreated seedlings and its control all increased. Meanwhile, NaHS-pretreated seedlings showed higher antioxidant enzymes activities and gene expression levels as well as the H
2
S and soluble sugar levels, and lower H
2
O
2
, MDA contents induced by heat stress. While little effect was detected in antioxidant enzymes activities and soluble substances contents in pretreated wheat seedlings compared with its control under normal culture conditions (data not shown). All of our results suggested that exogenous NaHS could alleviate oxidative damage and improve heat tolerance by regulating the antioxidant system in wheat seedlings under heat stress.
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EaIspF1, Essential Enzyme in Isoprenoid Biosynthesis from Eupatorium adenophorum, Reveals a Novel Role in Light Acclimation
ZHANG Sheng-rui, JIANG Xue, WANG Ping, WU Di, WANG Qing-hua , HOU Yu-xia
2014, 13 (
5
): 1024-1035. DOI:
10.1016/S2095-3119(13)60519-5
Abstract
(
2131
)
PDF in ScienceDirect
Isoprenoids are a functionally and structurally diverse class of natural organic chemicals. The universal precursors of all isoprenoids, isopentenyl diphosphate and dimethylallyl diphosphate are synthesized through the mevalonate and 2C-methyl- D-erythritol 4-phosphate (MEP) pathways, respectively. Many isoprenoids produced through the MEP pathway play an important role in plant acclimation to different light environments. Eupatorium adenophorum, an invasive weed in China, presents a remarkable capacity to acclimate to various light environments, which constitutes its solid foundation of being a successful invasive species. Thus we aimed at gaining a deeper insight into the regulation of MEP pathway in E. adenophorum to further understand the invasive mechanism. 2C-Methyl-D-erythritol 2,4-cyclodiphosphate synthase (IspF or MCS) is an essential enzyme in the MEP pathway. In this paper, a novel IspF gene was cloned and characterized from E. adenophorum. Tissue-specific expression assays revealed a higher expression of EaIspF1 in leaves than in stems and roots. The expression of EaIspF1 was responsive to different light conditions. Some up-regulation of EaIspF1 expression was also found after the treatments with signal compounds and after wounding stress. Interestingly, the over-expression of EaIspF1 in Arabidopsis led to increase carotenoids contents, resulting in an enhanced tolerance to high light. Taken together, these results indicate that the EaIspF1-derived enzyme participates in isoprenoid metabolism and among others, the expression of this gene in E. adenophorum is involved in the regulation of plastidial isoprenoids, which play an important role in acclimation to various light environments.
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Dramatic Changes of Matrix Metalloproteinases-7 and Lysozyme in the Ulcerative Colitis of Mice Induced by Dextran Sulfate Sodium
KANG Jing-jing, ZHAO De-ming, TENG Ke-dao, JIAO Xi-lan, WANG Ping-li, SUN Zhe, NI Peipei, WANG Zhi-feng, ZHANG Rui, YANG Yu-rong , LIANG Hong-de
2014, 13 (
4
): 858-859. DOI:
10.1016/S2095-3119(13)60416-5
Abstract
(
1637
)
PDF in ScienceDirect
Ulcerative colitis (UC) is a lifelong illness with profound emotional and social impacts, and could cause serious damage to large intestine, especially in colon. However, the pathogenesis of UC remained unclear. The present study attempts to find out the role of matrix metalloproteinases-7 (MMP-7) and lysozyme in the pathogenesis of UC through a mice model induced by dextran sulfate sodium (DSS). The UC model was evaluated both by disease activity index (DAI) and the intestinal histopathology. The results show that there is a high correlation between the DAI score and the pathological changes of colon. Interleukin-6 (IL-6) serum levels and large intestinal fluids levels in UC mice are always higher than that of the control groups, which might be associated with the degree of the inflammation damage in the colon. The change tendency of the MMP-7 mRNA and protein expressions are both up-regulated firstly and then down-regulated from 1 to 5 d in the colon, but only the MMP-7 protein is up-regulated at 7 d again. The up-regulated MMP-7 levels in the early stage of UC may play a protective role through the activated defensins, while the down-regulated levels in the mid-later stage of UC may be connected with the severe lesions in the colon. However, the up-regulated MMP-7 levels in the later stage of UC in the colon may also contribute to the tissue repair or be served as a marker to CRC (colorectal cancer). The distribution of lysozyme protein indicates that there may be Paneth-like cells in the colon. Both the changes of MMP-7 and lysozyme in the small intestine may play a protective role for the safe environment of the whole gut, especially to the colon of UC.
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Nitric Oxide Content in Wheat Leaves and Its Relation to Programmed Cell Death of Main Stem and Tillers Under Different Nitrogen Levels
GUO Jun-xiang, CHEN Er-ying, YIN Yan-ping, WANG Ping, LI Yong, CHEN Xiao-guang, WU Guanglei
2013, 12 (
2
): 239-250. DOI:
10.1016/S2095-3119(13)60223-3
Abstract
(
1622
)
PDF in ScienceDirect
Nitric oxide (NO) is a key signaling molecule in different physiological processes of plants, including programmed cell death (PCD). PCD of tillers plays an important role in surviving which are major components of grain yield. PCD was triggered in wheat leaves of main stem and tillers by NO content under different nitrogen treatments. In wheat, NO could be synthesized endogenously by nitrate reductase (NR). As an inducible enzyme, NR activity was closely related to substrate concentration. Therefore, different nitrogen levels would change NR activity and NO production. The objective of this study was to determine the effects of NR activity, NO production, and the correlation between them on different tillers growth, development, senescence, and kernel protein content under different nitrogen levels. Field-experiments were conducted in 2009-2011 growing seasons, using two wheat cultivars with different spike-types. Results showed that for main stem and primary tillers, NR activity and NO content reached high level at heading stage, while for secondary tiller, the level of NR activity was low, but NO content was high in the present research. The NO synthesis depending on NR activity in wheat leaves was significant in the early growing stage, but the NO synthesis weakened with the progress of growing period. NO was related to the senescence of wheat leaves, but PCD was more sensitive to marked changes of NO content than NO content itself. N application had marked influence on the aging process of primary tiller, while had little influence on that of main stem and secondary tiller. Moreover, N fertilizer application could increase spike rate and protein content of primary tiller by N fertilizer application.
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DNA Polymorphisms of 5´-Flanking Region of Insulin-Like Growth Factor 1 Gene and Their Association with Reproduction Traits in Goats
WANG Ping-qing, TAN Ying, ZHANG Bao-yun, CHU Ming-xing, DENG La-mei, FAN Qi , LIUChong-xu
2011, 10 (
10
): 1609-1617. DOI:
10.1016/S1671-2927(11)60158-2
Abstract
(
1848
)
PDF in ScienceDirect
Research on the identity of genes and their relationship with traits of economic importance in farm animals could assist in the selection of livestock. In this study, the polymorphisms of insulin-like growth factor 1 (IGF1) gene in 561 goats of ten breeds were detected by polymerase chain reaction (PCR)-single strand conformation polymorphism (SSCP) and their association with litter size and birth weight in three breeds were investigated. The effects of IGF1 polymorphisms on the breeding value for litter size and birth weight were examined using least square methods. Two deletions (CA) were detected in the microsatellite and two mutations (A1637G, T1640C) were found in 5´-flanking regulatory region. No significant association between the polymorphisms in 5´-flanking region of IGF1 and birth weight was found in the three breeds of goats. In Gulin Ma goats, two polymorphisms were found to affect litter size traits. In Chuandong White goats and Guizhou White goats, no significant difference (P<0.05) in litter size between goats carrying different genotypes was observed. Further evaluation and confirmation studies in more goat populations with larger sample sizes are necessary.
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