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Identification of key hub genes associated with anti-gastric cancer effects of lotus plumule based on machine learning algorithms
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作者 Fan-Di Meng Shu-Min Jia +5 位作者 Yu-Bin Ma Yu-Hua Du Wen-Jing Liu Yi Yang Ling Yuan Yi Nan 《World Journal of Gastrointestinal Oncology》 2025年第4期384-415,共32页
BACKGROUND Lotus plumule and its active components have demonstrated inhibitory effects on gastric cancer(GC).However,the molecular mechanism of lotus plumule against GC remains unclear and requires further investigat... BACKGROUND Lotus plumule and its active components have demonstrated inhibitory effects on gastric cancer(GC).However,the molecular mechanism of lotus plumule against GC remains unclear and requires further investigation.AIM To identify the key hub genes associated with the anti-GC effects of lotus plumule.METHODS This study investigated the potential targets of traditional Chinese medicine for inhibiting GC using weighted gene co-expression network analysis and bio-informatics.Initially,the active components and targets of the lotus plumule and the differentially expressed genes associated with GC were identified.Sub-sequently,a protein-protein interaction network was constructed to elucidate the interactions between drug targets and disease-related genes,facilitating the identification of hub genes within the network.The clinical significance of these hub genes was evaluated,and their upstream transcription factors and down-stream targets were identified.The binding ability of a hub gene with its down-stream targets was verified using molecular docking technology.Finally,molecular docking was performed to evaluate the binding affinity between the active ingredients of lotus plumule and the hub gene.RESULTS This study identified 26 genes closely associated with GC.Machine learning analysis and external validation narrowed the list to four genes:Aldo-keto reductase family 1 member B10,fructose-bisphosphatase 1,protein arginine methyltransferase 1,and carbonic anhydrase 9.These genes indicated a strong correlation with anti-GC activity.CONCLUSION Lotus plumule exhibits anti-GC effects.This study identified four hub genes with potential as novel targets for diagnosing and treating GC,providing innovative perspectives for its clinical management. 展开更多
关键词 Gastric cancer Lotus plumule Network pharmacology Weighted gene co-expression network analysis Machine learning
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Optimization of microwave-assisted extraction of bioactive alkaloids from lotus plumule using response surface methodology 被引量:4
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作者 Wei Xiong Xianqiang Chen +3 位作者 Guangping Lv Dejun Hu Jing Zhao Shaoping Li 《Journal of Pharmaceutical Analysis》 CAS 2016年第6期382-388,共7页
In this work,a fast and efficient microwave-assisted extraction(MAE) method was developed to extract main bioactive alkaloids from lotus plumue.To optimize MAE conditions,three main factors were selected using univari... In this work,a fast and efficient microwave-assisted extraction(MAE) method was developed to extract main bioactive alkaloids from lotus plumue.To optimize MAE conditions,three main factors were selected using univariate approach experiments,and then central composite design(CCD).The optimal extraction conditions were as follows:methanol concentration of 65%,microwave power of 200 W,and extraction time of 260 s.A high performance liquid chromatography–diode array detector(HPLC–DAD) method was established to quantitatively analyze these phytochemicals in different lotus plumule samples and in different part of lotus.Chromatographic separation was carried out on an Agilent Zorbax Extend-C_(18) column(4.6 mm×150 mm,3.5 μm).Gradient elution was applied with the mobile phase constituted with 0.1% triethylamine in water(A)and acetonitrile(B):40%-70% B at 0-8 min,70%-100% B at 8–9 min,100% B for 2 min,and then equilibrated with 40% B for 2 min. 展开更多
关键词 LOTUS plumule FUNCTIONAL FOOD MICROWAVE-ASSISTED EXTRACTION ALKALOIDS
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Identification of QTLs for Rice Cold Tolerance at Plumule and 3-Leaf-Seedling Stages by Using QTLNetwork Software 被引量:4
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作者 JI Zhi-juan ZENG Yu-xiang ZENG Da-li MA Liang-yong LI Xi-ming LIU Bing-xin YANG Chang-deng 《Rice science》 SCIE 2010年第4期282-287,共6页
A doubled haploid (DH) population consisted of 120 lines, derived from a cross between an indica vadety, TN1, and a japonica variety, Chunjiang 06, was used to identify QTLs controlling rice cold tolerance at the pl... A doubled haploid (DH) population consisted of 120 lines, derived from a cross between an indica vadety, TN1, and a japonica variety, Chunjiang 06, was used to identify QTLs controlling rice cold tolerance at the plumule and 3-leaf-seedling stages by using the QTLNetwork software. The percentages of normal plumules after 4~C treatments for 7 d, 9 d, 11 d, and 14 d, as well as the cold stress tolerance index (CSTI) and the withering index (WI) of rice seedling were investigated. A total of five single-effect QTLs, each for percentages of normal plumules after 4℃treatments for 9 d, 11 d and 14 d, and CSTI and WI, respectively were identified. The QTLs for the percentages of normal plumules after low temperature treatments for g d, 11 d and 14 d were on chromosomes 4, 2 and 11, accounting for 14.1%, 17.3% and 21.5% of the phenotypic variation, respectively. QTLs for CSTI and WI were on chromosomes 10 and 1, respectively. Two pairs of epistatic loci were identified, but none of the epistatic loci involved the single-effect QTLs. The RM528-RM340 interval on chromosome 6 interacted with the RM278-RM3919B interval on chromosome 9 for CSTI, and the epistatic interaction accounted for 17.7% of the phenotypic variation. A pair of epistatic loci was identified for WI, the RM246-RM5461 interval on chromosome 1 interacted with the ISA-RM447 interval on chromosome 8, which accounted for 22.6% of the phenotypic variation. 展开更多
关键词 RICE cold tolerance quantitative trait loci plumule QTLNetwork software
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Single-cell transcriptome sequencing reveals the mechanism regulating rice plumule development
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作者 Mingdong Zhu Meng Zhang +8 位作者 Kunyong Huang Feifei Lu Hong Wang Shaolu Zhao Yinghong Yu Shaoqing Tang Haining Wu Peisong Hu Xiangjin Wei 《The Crop Journal》 SCIE CSCD 2024年第3期688-697,共10页
Seed plumules comprise multiple developing tissues and are key sites for above-ground plant organ morphogenesis.Here,the spatial expression of genes in developing rice seed plumules was characterized by single-cell tr... Seed plumules comprise multiple developing tissues and are key sites for above-ground plant organ morphogenesis.Here,the spatial expression of genes in developing rice seed plumules was characterized by single-cell transcriptome sequencing in Zhongjiazao 17,a popular Chinese indica rice cultivar.Of 15 cell clusters,13 were assigned to cell types using marker genes and cluster-specific genes.Marker genes of multiple cell types were expressed in several clusters,suggesting a complex developmental system.Some genes for signaling by phytohormones such as abscisic acid were highly expressed in specific clusters.Various cis-elements in the promoters of genes specifically expressed in cell clusters were calculated,and some key hormone-related motifs were frequent in certain clusters.Spatial expression patterns of genes involved in rapid seed germination,seedling growth,and development were identified.These findings enhanced our understanding of cellular diversity and specialization within plumules of rice,a monocotyledonous model crop. 展开更多
关键词 RICE plumule Single-cell sequencing Regulatory network
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The optimization of ultrasonic-microwave assisted synergistic extraction of Lotus plumule extract rich in flavonoids and its hypoglycemic activity 被引量:2
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作者 Qiuzhe Li Xiaoqing Li +1 位作者 Baodong Zheng Chao Zhao 《Food Production, Processing and Nutrition》 2021年第1期263-273,共11页
Lotus(Nelumbo nucifera Gaertn),a kind of perennial aquatic plant,is widely cultivated and consumed by people in Asian countries.Lotus plumule flavonoids(LPF)have been recognized as a hypoglycemic agent.LPF was optimal... Lotus(Nelumbo nucifera Gaertn),a kind of perennial aquatic plant,is widely cultivated and consumed by people in Asian countries.Lotus plumule flavonoids(LPF)have been recognized as a hypoglycemic agent.LPF was optimally obtained using novel ultrasonic-microwave assisted synergistic extraction(UMSE)method by response surface methodology(RSM)on the basis of the results of single-factor experiments.Furthermore,the hypoglycemic activity of LPF was investigated by measuring the body weight,fasting blood glucose(FBG)level,and oral glucose tolerance test(OGTT)and analyzing the physiological indexes in streptozotocin-diabetic mice model.The optimum extraction conditions consisted of microwave power 355 W,ultrasonic power 423 W,extraction time 15 min,solid-liquid ratio 1:40,ultrasound/interval time 1/0,and ethanol concentration 70%with the maximum LPF yield of 2.62%.LPF supplementation significantly decreased the body weight,FBG,OGTT,serum total cholesterol(TC),serum total triglycerides(TG),and insulin levels,indicating the antidiabetic activity of LPF.This research verified that the UMSE technique was highly efficient to extract LPF to the maximum extent and the flavonoids from L.plumule exhibited hypoglycemic activity,which showed broad development and application prospects. 展开更多
关键词 Lotus plumule FLAVONOIDS Ultrasonic-microwave assisted synergistic extraction HYPOGLYCEMIC
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Changes of Chorophyll protein Complexes and Photosynthetic Activities of Chloroplasts from Lotus (Nelumbo nucifera) Seeds Germinating in Light 被引量:1
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作者 唐崇钦 左宝玉 +5 位作者 李国清 张泉 姜桂珍 冯丽洁 彭德川 匡廷云 《Acta Botanica Sinica》 CSCD 1999年第6期608-612,共5页
The changes of chlorophyll_protein complexes and photosynthetic activities of chloroplast isolated from lotus ( Nelumbo nucifera Gaertn.) seeds germinating under illumination were studied. SDS PAGE analysis of c... The changes of chlorophyll_protein complexes and photosynthetic activities of chloroplast isolated from lotus ( Nelumbo nucifera Gaertn.) seeds germinating under illumination were studied. SDS PAGE analysis of chlorophyll_protein complexes showed that there was only the light harvesting chlorophyll a/b protein complex from PSⅡ (LHCⅡ) precursor in chloroplast from lotus seeds germinated for 2 to 6 days, while LHC Ⅱ 1, and the chlorophyll_protein complex of PSⅠ (CPⅠ) appeared on the 8th day of germination and PSⅡ reaction center complex appeared later. Studies on the polypeptides composition of the chloroplast revealed the following results: 1) Small amount of the 27 kD polypeptide was synthesized in invisible light; 2) The 30 kD polypeptide existed previously in the plumules of the dry seeds; 3) The amount of the 30 kD polypeptide was more than any other polypeptides before germination and decreased gradually throughout germination, while the 27 kD polypeptide changed in the opposite way; 4) In the process of germination, measurement of the electron transport rate and the fluorescence induction kinetics at room temperature showed that PSⅡ activities and efficiency of primary light energy transformation were only experimentally measurable after 7 days of germination and gradually increased afterwards. At the same time, the chl a/b ratio rose from the lower value to normal; 5) The changes of chloroplast membrane components and its functions are concomitant in concert with that of the ultrastructure of chloroplast membranes during germination, as shown in our earlier work . The results have proved again that a different developmental pathway of chloroplast is likely to exist in the lotus plumules, which might provide an important clue for N. nucifera in having an unique position in the phylogeny of the angiosperm. 展开更多
关键词 LOTUS plumule germination Chloroplast development Chlorophyll protein complex POLYPEPTIDE Electron transfer rate
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Effect of Germination of Camellia oleifera Bud-Stock Grafting Induced with Various Hormones
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作者 冉启念 阮国宇 +2 位作者 冷艳芝 刘传清 胡先祥 《Agricultural Science & Technology》 CAS 2013年第6期847-849,853,共4页
[Objective] This study aimed to investigate the effect of growth regulators on the camellia (Camellia oleifera) bud stock cutting and to improve its survival rate by culturing thick and strong plumule. [Method] The ... [Objective] This study aimed to investigate the effect of growth regulators on the camellia (Camellia oleifera) bud stock cutting and to improve its survival rate by culturing thick and strong plumule. [Method] The effects of the different growth regulators 911 rooting agent, GA3 , ABT rooting powder on the germination ratio, the average germinating speed, the diameter of plumule and the survival rate of grafting shoots of camellia were compared and analyzed. [Result] The three growth regulators could significantly improve the growth potential of the plumules. The germination rate, plumule stem and survival rates of grafted plumules treated by the three growth regulators were much better than that of control. The germinating of camellia seeds treated with 911 rooting agent, GA3 or ABT rooting powder was 5, 7 or 9 d earlier than control; the diameter of embryo was 45%, 40% or 50% larger and the survival rate was 8%, 12% or 9% higher than that of control respectively. [Conclusion] The three hormones promoted the germination, the development of the roots including the lateral root and the fibrous, and improved the survival rate of cuttings. Among them, GA3 treatment produced the best efficiency. 展开更多
关键词 HORMONE plumule Survival rate Bud stock
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Effect of leaf and bark aqueous extract of Anogeissus latifolia on growth performance of Vigna unguiculata
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作者 Jahangeer A. Bhat Munesh Kumar Bhupendra Singh 《Agricultural Sciences》 2011年第4期432-434,共3页
The present study was carried out to assess the effect of leaf and bark aqueous extract of Anogeissus latifolia tree on Vigna unguiculata traditional crop to understand the suitability of treecrop combination in agric... The present study was carried out to assess the effect of leaf and bark aqueous extract of Anogeissus latifolia tree on Vigna unguiculata traditional crop to understand the suitability of treecrop combination in agricultural fields. Different concentrations of leaf (1%, 3% and 5%) and bark (1%, 3% and 5%) aqueous extract of A. latifolia were used to study radicle and plumule growth of Vigna unguiculata. The leaf and bark aqueous extract have shown minimum allelopathic effect on V. unguiculata and suppressed/stimulated radicle and plumule growth under different concentrations. The wide distribution of Anogeissus latifolia in a subtropical region of Garhwal Himalaya, provides good fodder fuel wood and timber to the villagers. Therefore introducing Anogeissus latifolia in agricultural field and maintaining the existed trees at boundaries of agricultural fields can be useful to the villagers requirements for the villages and wherever the possible allopathic effect exit can be minimized by lopping the branches of trees and use of naturally flecked off bark for fuel wood purposes. 展开更多
关键词 Aqueous EXTRACT BARK LEAF RADICLE and plumule Growth
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