1.Fast identification of origins and cultivation patterns of Astragali Radix by dimension reduction algorithms of hyperspectral data.
Fei-Xiang ZHOU ; Hong JIANG ; Bao-Lin GUO ; Jiao-Yang LUO ; Cheng PAN ; Mei-Hua YANG ; Ye-Lin LIU
China Journal of Chinese Materia Medica 2024;49(24):6660-6666
This study aims to establish a rapid and non-destructive method for recognizing the origins and cultivation patterns of Astragali Radix. A hyperspectral imaging system(spectral ranges: 400-1 000 nm, 900-1 700 nm; detection time: 15 s) was used to examine the samples of Astragali Radix with different origins and cultivation patterns. The collected hyperspectral datasets were highly correlated and numerous, which required the establishment of stable and reliable dimension reduction and classification models. Firstly, the original spectra were preprocessed by normalization, Gaussian smoothing, and masking. Then, principal component analysis(PCA), partial least squares-discriminant analysis(PLS-DA), and competitive adaptive reweighted sampling(CARS) were performed to reduce the dimension of the hyperspectral data. Finally, support vector machine(SVM), feedforward neural network(FFNN), and convolutional neural network(CNN) were used for data training of the spectral images and spectral curves with dimension reduction. The results showed that applying CARS as a variable selection method before PLS-DA on the hyperspectral data of Astragali Radix achieved the accuracy, precision, and recall of 100% on the CNN test dataset. The F_1-score and area under the curve of ROC(AUC) reached 1. This method is convenient, quick, sample-saving, and non-destructive, providing technical support for rapid identification of the origins and cultivation patterns of Astragali Radix.
Drugs, Chinese Herbal/chemistry*
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Neural Networks, Computer
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Algorithms
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Support Vector Machine
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Principal Component Analysis
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Discriminant Analysis
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Hyperspectral Imaging/methods*
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Least-Squares Analysis
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Astragalus Plant/growth & development*
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Astragalus propinquus/growth & development*
2.Nuclear magnetic resonance based metabolomic differentiation of different Astragali Radix.
Ai-Ping LI ; Zhen-Yu LI ; Ting-Li QU ; Xue-Mei QIN ; Guan-Hua DU
Chinese Journal of Natural Medicines (English Ed.) 2017;15(5):363-374
Astragali Radix (AR) is one of the most popular herbal medicines in traditional Chinese medicine (TCM). Wild AR is believed to be of high quality, and substitution with cultivated AR is frequently encountered in the market. In the present study, two types of ARs (wild and cultivated) from Astragalus membranaceus (Fisch.) Bge. and A. membranaceus var. mongholicus (Bge.) Hsiao, growing in different regions of China, were analyzed by NMR profiling coupled with multivariate analysis. Results showed that both could be differentiated successfully and cultivation patterns or growing years might have greater impact on the metabolite compositions than the variety; the metabolites responsible for the separation were identified. In addition, three extraction methods were compared and the method (M1) was used for further analysis. In M1, the extraction solvent composed of water, methanol, and chloroform in the ratio of 1 : 1 : 2 was used to obtain the aqueous methanol (upper layer) and chloroform (lower layer) fractions, respectively, showing the best separation. The differential metabolites among different methods were also revealed. Moreover, the sucrose/glucose ratio could be used as a simple index to differentiate wild and cultivated AR. Meanwhile, the changes of correlation pattern among the differential metabolites of the two varieties were found. The work demonstrated that NMR-based non-targeted profiling approach, combined with multivariate statistical analysis, can be used as a powerful tool for differentiating AR of different cultivation types or growing years.
Astragalus propinquus
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chemistry
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classification
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metabolism
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China
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Magnetic Resonance Spectroscopy
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methods
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Metabolomics
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Plant Extracts
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chemistry
;
metabolism
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Plant Roots
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chemistry
;
classification
;
growth & development
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Plants, Medicinal
;
chemistry
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growth & development
;
metabolism
3.Effect of total flavonoids from astragalus complanatus on paraquat poisoning-induced pulmonary fibrosis in rats and its mechanisms.
Zhijian ZHANG ; Yaoyao DONG ; Yunfan HUANG ; Libo PENG ; E-mail: PLBBNICU@YEAH.NET.
Chinese Journal of Industrial Hygiene and Occupational Diseases 2015;33(11):838-840
OBJECTIVETo investigate the effects of total flavonoids from astragalus complanatus (FAC) on paraquat poisoning-induced pulmonary fibrosis in rats.
METHODSThe rats were divided into six groups randomly: control group, paraquat group, prednisolone group and FAC low-dose, middle-dose, high-dose group. Pulmonary fibrosis model was replicated by intratracheal injection of paraquat. In the mext day,the rats were treated by intragastric administration once a day. After 28 days, the rats were sacrificed. The lung index and the levels of HYP and T-AOC were measured, and the pathologic changes of the lung tissue were obtained by HE staining. The levels of TGF-β, Smad2, α-SMA protein were analyzed by Western blot.
RESULTSFAC improved the activity of T-AOC in serum and reduced pulmonary index and the content of HYP as well (P<0.05 or P<0.01), the alveolitis and fibrosis extent were attenuated. The expression of Smad2 significantly decreased in groups of FAC low-dose, middle-dose and high-dose (0.31±0.11, 0.45±0.12 and 0.30±0.05) as compared with that of the PQ group (0.85±0.34) (P<0.05). The expression of α-SMA significantly decreased in groups of FAC low-dose, middle-dose and high-dose (0.31±0.11, 0.35±0.07 and 0.32±0.10) as compared with that of the PQ group (0.45±0.08) (P<0.05). The expression of TGF-β significantly decreased in groups of FAC low-dose, middle-dose and high-dose (0.35±0.04, 0.27±0.05 and 0.18±0.04)as compared with that of the PQ group (0.63±0.11) (P<0.05).
CONCLUSIONFAC can alleviate PQ-induced pulmonary fibrosis in rats through inhibiting TGF-β/Smad signaling pathway.
Actins ; metabolism ; Animals ; Astragalus Plant ; chemistry ; Flavonoids ; pharmacology ; Lung ; pathology ; Paraquat ; poisoning ; Phytochemicals ; pharmacology ; Pulmonary Fibrosis ; chemically induced ; drug therapy ; Rats ; Smad2 Protein ; metabolism ; Transforming Growth Factor beta ; metabolism
4.Status and analysis of Astragali Radix resource in China.
Xue-Mei QIN ; Zhen-Yu LI ; Hai-Feng SUN ; Li-Zeng ZHANG ; Ran ZHOU ; Qian-Jin FENG ; An-Ping LI
China Journal of Chinese Materia Medica 2013;38(19):3234-3238
To explore the status of the resources of Astragali Radix, a survey on its germplasm resources was carried out. Some conclusions can be drawn for Astragali Radix: the major source is the cultivated Astragalus mongolicus. The new major cultivation areas for A. mongolicus and A. membranaceus are Shandong and Gansu province. The semi-wildly planting model in Shanxi province maintains the genuine trait of Astragali Radix, but its yield is limited, and now a combination model has been developed. The major problems for Astragali Radix are the selection of planting sites, the rot root and difficulty in collecting and processing. Several developmental proposals for Astragali Radix were put forward including rational distribution of planting areas, establishment of standard system, development and standardization of producing technologies.
Astragalus Plant
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growth & development
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Astragalus membranaceus
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growth & development
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China
5.Effect of Astragalus membranaceus var. mongholicus seed extracts on seed germination and seedling growth of different Codonopsis pilosula caltiver.
Feng-Xia GUO ; Zhi-Jiang WU ; Yuan CHEN ; Zhuo-Xia XI ; Xiao-Hu ZHANG ; Li-Rong YAO ; Xiang CHEN
China Journal of Chinese Materia Medica 2012;37(22):3375-3380
OBJECTIVETo reveal the allelopathy effect of Astragalus membranaceus var. mongholicus seeds and provide information for the intercrop production.
METHODThe A. membranaceus. var. mongholicus seeds were soaked in distilled water for different time (12, 24, 36, 48, 60 h) , and then the seed extracts were used to study their effects on the seed germination, seedling growth and development of two Codonopsis pilosula.
RESULTThe A. membranaceus var. mongholicus seeds contained some allelopathy compounds. Their soaked liquid had significantly influence on the seed germination and seedling growth of C. pilosula. The seed germination rate, germination power, germination index and vigor index of two C. pilosula calrivar were improved and then inhabited with soaking time elongation. The extract soaking for 24 h significantly improved the germination traits but the extract for 60 h appeared different degrees of inhibiting vigor. The seed extracts soaking ranging between 12 and 60 h all significantly improved the above plant growth of C. pilosula but significant inhibited their radicle growth in length. And with the soaking time elongation the facilitation effect weakened and the inhibiting effect enhanced, especially more significant in the C. pilosula caltivar (Baitiaodangshen).
CONCLUSIONThe A. membranaceus var. mongholicus seeds have allelopathic compounds and the endogenous inhibitor can be extracted when soaked for more than 24 h in water with intact seeds, resulting in improvement of seed germination rate. The C. pilosula could be intercropped in A. membranaceus var. mongholicus field, however, when intercroped it should notice that the intercrop proportion should vary with the caltivar.
Astragalus membranaceus ; chemistry ; Codonopsis ; drug effects ; growth & development ; Germination ; drug effects ; Plant Extracts ; pharmacology ; Seedlings ; drug effects ; growth & development ; Seeds ; chemistry ; growth & development
6.Comparative study of wild and cultivated astragali radix in Daqingshan district in Wuchuan of Neimenggu.
Jing LIU ; Hua YANG ; Xuemei ZHU ; Zhongzhen ZHAO ; Hubiao CHEN
China Journal of Chinese Materia Medica 2011;36(12):1577-1581
OBJECTIVETo make a comparative study on wild and cultivated Astragali Radix in Wuchuan, Neimenggu where is one of the geo-authentic producing areas of Astragalus membranaceus var. mongholicus.
METHODThis comparative study focus on shapes and properties, microscopic features of transverse section and powder of roots, qualitative evaluation of wild and cultivated Astragali Radix.
RESULTWild Astragali Radix had a cylindrical main root, 2 or 3 root branches, dark brown color and many lenticels on the root bark. Cultivated Astragali Radix had a long cylindrical root, few root branches, yellowish white or light brown and fewer lenticels on the root bark. The differences of microscopic features were that the number of cork cells layers in wild Astragali Radix was bigger than that in cultivated Astragali Radix; stone cells were only observed in wild Astragali Radix; distinct annual rings in the xylem were only existed in cultivated Astragali Radix. The results of qualitative evaluation reveal that the contents of major active isoflavonoids and saponins in wild Astragali Radix are higher than those in cultivated Astragali Radix.
CONCLUSIONThere are some diagnostic differences in the main microscopic features of transverse section and powder between wild and cultivated Astragali Radix. The contents of major active isoflavonoids and saponins in wild Astragali Radix are higher than those in cultivated Astragali Radix. Our study provides important scientific evidence for reasonable and effective uses of wild and cultivated Astragali Radix in Wuchuan, and also provides a reliable basis for the quality control of Astragali Radix.
Astragalus Plant ; chemistry ; growth & development ; Plant Roots ; chemistry ; growth & development
7.Regulation of Vitreoscilla hemoglobin on biosynthesis of astragaloside IV.
Zi-Yan WANG ; Zhi-Bi HU ; Zheng-Tao WANG
Acta Pharmaceutica Sinica 2011;46(3):355-360
In the present study, the regulation of Vitreoscilla hemoglobin (VHb) on astragaloside IV biosynthesis was investigated. An intermediate expression vector consisting of the CaMV35S promoter fused to the vgb and nopaline synthase terminator was transferred into Astragalus membranaceus via Agrobacterium rhizogenes. The transgenic hairy roots were confirmed by PCR amplification and Southern blot hybridization. The expression of vgb in transgenic hairy roots was confirmed by RT-PCR. After 15 days cultivation, the dry weight and growth rate of transgenic hairy roots were higher than that of the non-transgenic hairy root. ELSD-HPLC analysis showed that astragaloside IV content of transgenic hairy roots was 5 to 6 times of non-transgenic hairy root control and 10 to 12 times of Radix Astragali from Shanxi Province. These results suggested that the expression of vgb promoted the growth of transgenic hairy roots, and increased the content of astragaloside IV.
Astragalus membranaceus
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genetics
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growth & development
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metabolism
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Bacterial Proteins
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genetics
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metabolism
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Plant Roots
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growth & development
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metabolism
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Plants, Genetically Modified
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genetics
;
growth & development
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metabolism
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Plants, Medicinal
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genetics
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growth & development
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metabolism
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Saponins
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analysis
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biosynthesis
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Triterpenes
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analysis
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Truncated Hemoglobins
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genetics
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metabolism
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Vitreoscilla
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genetics
8.Effects of astragalus and angelica on bone marrow stem cells proliferation and VEGF protein expression in vitro.
Bin SHEN ; Lei CHEN ; Kai ZHOU ; Ke-ke JIN
China Journal of Orthopaedics and Traumatology 2011;24(8):652-655
OBJECTIVETo observe the effects of Astragalus and Angelica on bone marrow stem cells (BMSU) proliteratlon mn vitro and investigate its possible mechanism.
METHODSFive 200 to 220 g SD rats were fed with a high fat diet for 4 weeks and given 30 mg/kg streptozotocin (STZ) twice develop type II diabetes from July 2009 to February 2010. The rats with blood glucose concentrations of 16.7 mmol/L or more were considered diabetic. Bone Marrow Stem Cells (BMSC) were collected and isolated by density gradient centrifugation. The BMSC were divided into 4 groups,including empty control group, Astragalus group, Angelica group and Astragalus plus Angelica group. DMEM of 100 microl was added in empty control group. DMEM of 100 microl containing Astragalus (1100 mg/L), Angelica (1100 mg/L) and Astragalus (1100 mg/L) combine with Angelica(220 mg/L) were added in Astragalus group, Angelica group and Astragalus plus Angelica group respectively. The cell proliferation was detected by MTT method, and the concentration of VEGF in the supernatant was determined by ELISA. The VEGF expression was analyzed by Western Blot after 14 days incubation.
RESULTSThe BMSC proliferation and the VEGF concentration in the supernatant and the BMSC VEGF protein expression significantly increased in Astragalus group and Astragalus plus Angelica group compared to those of empty control group (P < 0.05 or P < 0.01). The above effects were more strong in Astragalus plus Angelica group (P < 0.05).
CONCLUSIONAstragalus with Angelica or used separately could promote BMSC proliferation. The mechanism might induce the VEGF protein expression in BMSC. And the independent use of Angelica has no above effect.
Angelica ; Animals ; Astragalus Plant ; Bone Marrow Cells ; cytology ; drug effects ; Cell Proliferation ; drug effects ; Diabetes Mellitus, Experimental ; drug therapy ; Hematopoietic Stem Cells ; cytology ; drug effects ; Male ; Plant Extracts ; pharmacology ; Rats ; Rats, Sprague-Dawley ; Vascular Endothelial Growth Factor A ; analysis
9.Effects of radix astragali on expression of transforming growth factor β 1 and Smad 3 signal pathway in hypertrophic scar of rabbit.
Yan ZHANG ; Lin QIU ; Ming-yong LI
Chinese Journal of Burns 2010;26(5):366-370
OBJECTIVETo observe the effects of radix astragali on expression of TGF-β₁ and Smad 3 signal pathway in hypertrophic scar of rabbits, and to analyze its therapeutic effect and mechanism on hypertrophic scar.
METHODSTwenty healthy adult Japanese big ear rabbits were inflicted with 4 full-thickness skin defects on ventral side of each ear, which formed scar later. Rabbits were divided into 5 groups: 1.00, 0.50, 0.25 g/mL radix astragali treatment groups [injected with radix astragali on post injury day (PID) 21, 25, 32, and 36 respectively], physiological saline group (PS, injected with 0.2 mL physiological saline in the same volume at the same time points as above groups), and blank control group (BC, without treatment) according to the random number table, with 32 scars in each group. Another 4 rabbits were enrolled as normal control group (NC). Structural changes of hypertrophic scar was observed with HE and Masson staining. Thickness and hardness of hypertrophic scar on PID 32 and 43 were respectively examined by chromoscope ultrasonic diagnostic equipment and hardness tester. Protein and mRNA expression of TGF-β₁ and Smad 3 in hypertrophic scar was respectively detected with RT-PCR and immunohistochemical analysis. Data were processed with t test and one-way analysis of variance.
RESULTSCompared with that in PS and BC groups, dermis of hypertrophic scar became thinner in radix astragali treatment groups on PID 32, 43, with fibroblasts and collagenous fibers arranged regularly on PID 43. Thickness and hardness of hypertrophic scar, levels of mRNA and protein of TGF-β₁ and Smad 3 decreased along with the increase in radix astragali concentration. Compared with those in PS group, levels of mRNA of TGF-β₁ and Smad 3 in 1.00 g/mL radix astragali treatment group on PID 32 decreased 26.1% and 28.2%. Protein levels of TGF-β₁ and Smad 3 in 1.00 g/mL radix astragali treatment group were 3.15 ± 0.80 and 4.72 ± 1.06, which were obviously lower than those in PS group (6.06 ± 0.85, 8.04 ± 0.63, with F value respectively 27.230 and 33.525, P < 0.05 or P < 0.01). There was significant statistical difference in all measurement indices except for mRNA of TGF-β₁ and Smad 3 among radix astragali treatment groups on PID 32 and 43 [with t values respectively 3.593-4.814 (thickness), 4.051-5.811 (hardness), 2.976-5.986 (TGF-β₁ protein), and 2.742-4.630 (Smad 3 protein), P < 0.05 or P < 0.01].
CONCLUSIONSRadix astragali injection inhibits fibroblast proliferation in hypertrophic scars through down-regulating mRNA expression and protein synthesis of TGF-β₁ and Smad 3, thus inhibits hypertrophic scars formation. Its inhibition effect is drug concentration and duration dependent. The drug may be considered as a potential agent to prevent hypertrophic scar.
Animals ; Astragalus Plant ; Cicatrix, Hypertrophic ; metabolism ; Drugs, Chinese Herbal ; pharmacology ; Rabbits ; Signal Transduction ; drug effects ; Smad3 Protein ; metabolism ; Transforming Growth Factor beta1 ; metabolism
10.Ecological environment of cultivated Astragali radix and market specification of prepared slices.
Kunzi YU ; Jing LIU ; Hao HONG ; Baolin GUO ; Shaoqing CAI ; Hubiao CHEN
China Journal of Chinese Materia Medica 2010;35(9):1112-1115
Astragali Radix is derived from roots of Astragalus membranaceus var. mongholicus and A. membranaceus. The exhaustion of wild Astragali Radix has made cultivated Astragali Radix possess the commercial market of Astragali Radix. So the ecological environment of cultivated Astragali Radix should be investigated through field survey. Through investigation, we found that A. membranaceus var. mongholicus are cultivated in Hengshan mountain of Shanxi province, Longnan of Gansu province, south of Inner Mongolia and Qinghai provinces. A. membranaceus var. mongholicus is almost planted on the plain, except in Shanxi province it grows on the sunny side of the mountain. What is more, soil type, elevation, annual temperature and annual rainfall of these locations are different. So the ecological environments of cultivated location of Astragali Radix are different from each other. A. membranaceus is wild in Heilongjiang and northeast of Inner Mongolia, but the resource is drying up. It is also planted in few places of the provinces of Shanxi, Shandong, Hebei, Gansu, but cultivated scope of A. membranaceus is smaller than A. membranaceus var. mongholicus.. So A. membranaceus var. mongholicus possesses large part of Astragali Radix market. In market, there exists no unified specification fro slices of Astragali Radix, and specification of prepared slices will influence the contents of chemical components. Through investigation, different kind of prepared slices can be collected and compared, this provides evidences for quality control of prepared slices. Through investigation, five different specifications of prepared slices were found in market. The distributions of some specification of prepared slices are specified, like transverseprepared slices prepared from A. membranaceus only found in Heilongjiang province. Transverse prepared slices possess half part of prepared slice market, and can be used to identify original plant of Astragali Radix. So transverse prepared slices should be the unified specification of Astragali Radix.
Astragalus Plant
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chemistry
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growth & development
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China
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Drugs, Chinese Herbal
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chemistry
;
standards
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Ecosystem
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Quality Control

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