1.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
2. Treatment advice of small molecule antiviral drugs for elderly COVID-19
Min PAN ; Shuang CHANG ; Xiao-Xia FENG ; Guang-He FEI ; Jia-Bin LI ; Hua WANG ; Du-Juan XU ; Chang-Hui WANG ; Yan SUN ; Xiao-Yun FAN ; Tian-Jing ZHANG ; Wei WEI ; Ling-Ling ZHANG ; Jim LI ; Fei-Hu CHEN ; Xiao-Ming MENG ; Hong-Mei ZHAO ; Min DAI ; Yi XIANG ; Meng-Shu CAO ; Xiao-Yang CHEN ; Xian-Wei YE ; Xiao-Wen HU ; Ling JIANG ; Yong-Zhong WANG ; Hao LIU ; Hai-Tang XIE ; Ping FANG ; Zhen-Dong QIAN ; Chao TANG ; Gang YANG ; Xiao-Bao TENG ; Chao-Xia QIAN ; Guo-Zheng DING
Chinese Pharmacological Bulletin 2023;39(3):425-430
COVID-19 has been prevalent for three years. The virulence of SARS-CoV-2 is weaken as it mutates continuously. However, elderly patients, especially those with underlying diseases, are still at high risk of developing severe infections. With the continuous study of the molecular structure and pathogenic mechanism of SARS-CoV-2, antiviral drugs for COVID-19 have been successively marketed, and these anti-SARS-CoV-2 drugs can effectively reduce the severe rate and mortality of elderly patients. This article reviews the mechanism, clinical medication regimens, drug interactions and adverse reactions of five small molecule antiviral drugs currently approved for marketing in China, so as to provide advice for the clinical rational use of anti-SARS-CoV-2 in the elderly.
3.Expression of m6A methyltransferase like 3 in pan-tumor and its effect on tumor microenvironment
Xia-Wei FEI ; Ju-Gen ZHANG ; Li-Yang DAI ; Zhen-Qi WU ; Yan-Ting SHEN ; Hui-Feng LI
Chinese Journal of Clinical Medicine 2023;30(6):1027-1032
Objective To analyze the expression of m6A methyltransferase like 3(METTL3)gene in pan-tumor and its effect on tumor microenvironment.Methods The Cancer Genome Atlas(TCGA)database was used to analyze the gene sequencing and clinical data of patients with various tumors.The expressions of METTL3 gene in various tumors and its correlations with prognosis and tumor microenvironment were analyzed.Results METTL3 gene expression was upregulated in most malignancies,but only was associated with poor PFS of patients with hepatocellular carcinoma and prostate cancer(P<0.05).The expression of METTL3 gene was associated with the infiltration levels of many inmmunet cells in hepatocellular carcinoma and prostate cancer,as well as the expression levels of inhibitory immune checkpoint genes(P<0.05).Conclusions METTL3 gene overexpression could affect the prognosis of hepatocellular carcinoma and prostate cancer,which maybe associated with immune invasion and inhibitory immune checkpoints increased.
4.Application and prospect of stable isotope technology in tracing geographical origin of Chinese herbal medicines.
Dai-Xin YU ; Sheng GUO ; Jian YANG ; Hui YAN ; Zhen-Yu ZHANG ; Jin-Ao DUAN
China Journal of Chinese Materia Medica 2022;47(4):862-871
As a unique medical resource in China, Chinese herbal medicine plays a key role in the prevention and treatment of human diseases. With the gradual expansion of applications, the quality of Chinese herbal medicine has become the focus of attention. The quality of Chinese herbal medicines depends largely on their source authenticity. Tracing the origin of Chinese herbal medicines plays an important role in ensuring their quality and efficacy and reducing the mixing and adulteration of Chinese herbal medicines from different regions. Stable isotope technology, as a key technology for origin tracing of agricultural products and food, has been used in the research of Chinese herbal medicines from multiple sources and origins in recent years. This new technological means contributes to standardizing the origin of Chinese herbal medicines and controlling their quality from the source. Apart from introducing the basic principles of stable isotope technology and the characteristics of common stable isotopes, this study reviewed the application status of light and heavy stable isotopes in the origin tracing of Chinese herbal medicines and their correlation with ecological factors, and forecasted the application prospect of this technology in the authentication of Chinese herbal medicines, aiming to provide reference for the geographical origin tracing of Chinese herbal medicines and promote the sustainable development of traditional Chinese medicine.
Drug Contamination
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Drugs, Chinese Herbal/analysis*
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Humans
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Isotopes
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Medicine, Chinese Traditional
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Quality Control
5.Clinical treatment outcomes and their changes in extremely preterm twins: a multicenter retrospective study in Guangdong Province, China.
Bi-Jun SHI ; Ying LI ; Fan WU ; Zhou-Shan FENG ; Qi-Liang CUI ; Chuan-Zhong YANG ; Xiao-Tong YE ; Yi-Heng DAI ; Wei-Yi LIANG ; Xiu-Zhen YE ; Jing MO ; Lu DING ; Ben-Qing WU ; Hong-Xiang CHEN ; Chi-Wang LI ; Zhe ZHANG ; Xiao RONG ; Wei SHEN ; Wei-Min HUANG ; Bing-Yan YANG ; Jun-Feng LYU ; Hui-Wen HUANG ; Le-Ying HUO ; Hong-Ping RAO ; Wen-Kang YAN ; Xue-Jun REN ; Yong YANG ; Fang-Fang WANG ; Dong LIU ; Shi-Guang DIAO ; Xiao-Yan LIU ; Qiong MENG ; Yu WANG ; Bin WANG ; Li-Juan ZHANG ; Yu-Ge HUANG ; Dang AO ; Wei-Zhong LI ; Jie-Ling CHEN ; Yan-Ling CHEN ; Wei LI ; Zhi-Feng CHEN ; Yue-Qin DING ; Xiao-Yu LI ; Yue-Fang HUANG ; Ni-Yang LIN ; Yang-Fan CAI ; Sha-Sha HAN ; Ya JIN ; Guo-Sheng LIU ; Zhong-He WAN ; Yi BAN ; Bo BAI ; Guang-Hong LI ; Yue-Xiu YAN
Chinese Journal of Contemporary Pediatrics 2022;24(1):33-40
OBJECTIVES:
To investigate the clinical treatment outcomes and the changes of the outcomes over time in extremely preterm twins in Guangdong Province, China.
METHODS:
A retrospective analysis was performed for 269 pairs of extremely preterm twins with a gestational age of <28 weeks who were admitted to the department of neonatology in 26 grade A tertiary hospitals in Guangdong Province from January 2008 to December 2017. According to the admission time, they were divided into two groups: 2008-2012 and 2013-2017. Besides, each pair of twins was divided into the heavier infant and the lighter infant subgroups according to birth weight. The perinatal data of mothers and hospitalization data of neonates were collected. The survival rate of twins and the incidence rate of complications were compared between the 2008-2012 and 2013-2017 groups.
RESULTS:
Compared with the 2008-2012 group, the 2013-2017 group (both the heavier infant and lighter infant subgroups) had lower incidence rates of severe asphyxia and smaller head circumference at birth (P<0.05). The mortality rates of both of the twins, the heavier infant of the twins, and the lighter infant of the twins were lower in the 2013-2017 group compared with the 2008-2012 group (P<0.05). Compared with the 2008-2012 group, the 2013-2017 group (both the heavier infant and lighter infant subgroups) had lower incidence rates of pulmonary hemorrhage, patent ductus arteriosus (PDA), periventricular-intraventricular hemorrhage (P-IVH), and neonatal respiratory distress syndrome (NRDS) and a higher incidence rate of bronchopulmonary dysplasia (P<0.05).
CONCLUSIONS
There is a significant increase in the survival rate over time in extremely preterm twins with a gestational age of <28 weeks in the 26 grade A tertiary hospitals in Guangdong Province. The incidences of severe asphyxia, pulmonary hemorrhage, PDA, P-IVH, and NRDS decrease in both the heavier and lighter infants of the twins, but the incidence of bronchopulmonary dysplasia increases. With the improvement of diagnosis and treatment, the multidisciplinary collaboration between different fields of fetal medicine including prenatal diagnosis, obstetrics, and neonatology is needed in the future to jointly develop management strategies for twin pregnancy.
Bronchopulmonary Dysplasia/epidemiology*
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Female
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Gestational Age
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Humans
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Infant
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Infant, Extremely Premature
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Infant, Newborn
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Pregnancy
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Respiratory Distress Syndrome, Newborn/epidemiology*
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Retrospective Studies
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Treatment Outcome
6.Mori Folium Improves Glucose and Lipid Metabolism Disorders in Rats with Type 2 Diabetes Mellitus by Regulating PI3K/Akt/PPARα/CPT-1 Pathway
Hong-yu DAI ; Jing-kang WANG ; Chen WANG ; Lu SHI ; Yu-hui DUAN ; Yong-cheng AN ; Ying-lan LYU ; Hui-min LI ; Long CHENG ; Chang-hao HE ; Hui-lin ZHANG ; Yan HUANG ; Wan-xin FU ; Zhen-qing LIU ; Bao-sheng ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(7):105-112
ObjectiveTo investigate the effect and mechanism of Mori Folium extract on the glucose and lipid metabolism disorders in the liver of rats with type 2 diabetes mellitus (T2DM) through the phosphatidylinositol 3-kinase/protein kinase B/peroxisome proliferation-activated receptor α/carnitine palmitoyl transferase-1 (PI3K/Akt/PPARα/CPT-1) signaling pathway. MethodThe T2DM model was induced by the high-fat diet combined with the intraperitoneal injection of streptozotocin (STZ). The model rats were randomly divided into a model group, a metformin (0.2 g·kg-1) group, and a Mori Folium water extract (4.0 g·kg-1) group according to blood glucose and body weight. In the 8-week administration, fasting blood glucose was measured at the same time every week. The histomorphological and fat changes in the rat liver were observed by hematoxylin-eosin (HE) staining and oil red O staining. The levels of total cholesterol (TC), triglyceride (TG), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), alanine aminotransferase (ALT), and aspartate aminotransferase (AST) in the serum were measured by biochemical methods. Western blot (WB) was used to quantitatively detect the protein expression of p-PI3K,PI3K,p-Akt,Akt,PPARα,and CPT-1 in the rat liver. ResultAfter 8-week administration, the blood glucose of rats was higher in the model group than that in the control group (P<0.01), and lower in the Mori Folium water extract group than that in the model group (P<0.01). The results of HE staining showed that the liver tissue structure of the control group was complete, and the hepatocytes were arranged radially around the central vein, while the hepatocyte injury in the model group was obvious. Compared with the model group, the Mori Folium water extract group showed improved vacuolar degeneration and no lesions such as small bile duct hyperplasia. Oil red O staining showed that there was no obvious steatosis and necrosis in the hepatocytes of rats in the control group, and no lipid droplets in the hepatocytes were observed, while the model group showed increased lipid droplets. Mori Folium significantly reduced the lipid droplets in the liver. Biochemical analysis showed that the levels of TC, TG, LDL-C, AST, and ALT in the model group were significantly higher than those in control group (P<0.01). The levels of TC, TG, LDL-C, AST, and ALT in the Mori Folium water extract group were significantly lower than those in the model group (P<0.05,P<0.01). WB showed that the protein expression of p-PI3K/PI3K, p-Akt/Akt, PPARα, and CPT-1 in the model group were lower than those in the control group (P<0.01). Mori Folium water extract could increase the protein expression of p-PI3K/PI3K, p-Akt/Akt, PPARα, and CPT-1 (P<0.05 or P<0.01). ConclusionThe hypoglycemic mechanism of Mori Folium water extract may be related to the regulation of the PI3K/Akt/PPARα/CPT-1 signaling pathway.
7.Improvement on Quality Standard of Belladonnae Herba
Yong LIU ; Ya-lin LIU ; Xue JIANG ; Jin-miao WANG ; Qing-mei FENG ; Hui-min GAO ; Zhen-guo LI ; Er-ping XU ; Li-ping DAI ; Zhi-min WANG
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(2):175-181
ObjectiveTo improve the current standard of Belladonnae Herba in the 2020 edition of Chinese Pharmacopoeia. MethodTaking hyoscyamine sulfate, atropine sulfate and scopoletin as reference substances, and ethyl acetate-methanol-concentrated ammonia(17∶4∶2)as developing solvent, thin layer chromatography (TLC) was applied in the qualitative identification of Belladonnae Herba. The moisture, total ash and ethanol-soluble extract of Belladonnae Herba were determined based on the general principles in the 2020 edition of Chinese Pharmacopoeia (volume Ⅳ). The contents of hyoscyamine sulfate and scopolamine hydrobromide were analyzed by high performance liquid chromatography (HPLC) with mobile phase of acetonitrile-54 mmol·L-1 phosphate buffer solution (14∶86), flow rate of 1.0 mL·min-1 and detection wavelength at 210 nm. ResultThe spots in the TLC were clear with good separation and specificity. Hyoscyamine sulfate and scopolamine hydrobromide showed a good linearity with peak area in the range of 0.024 7-0.789 6 g·L-1 (r=0.999 9) and 0.003 9-0.124 0 g·L-1 (r=0.999 9), the average recoveries of these two ingredients were 100.29% (RSD 1.6%) and 99.04% (RSD 1.4%), respectively. The limits for moisture, total ash in Belladonnae Herba should be less than 13.0% and the limit for the ethanol-soluble extract should be more than 10.0%. Due to the low content and wide variation of scopolamine hydrobromide, the content of hyoscyamine sulfate should not be less than 0.098%. ConclusionThe established method is simple, specific and reproducible, which can be used to improve the quality control standard of Belladonnae Herba.
8.Mechanism of Bushen Zhuyun Prescription on Improving Luteal Function of Brown Norway Rats Based on MAPKs Signaling Pathway
Xing-ran TANG ; Hui-fang ZHOU ; Hua FENG ; Yu-jie SHANG ; Yi-zhen YUAN ; Ya-xin DAI ; Yin-yin DING
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(12):78-85
ObjectiveTo investigate the possible mechanism of Bushen Zhuyun prescription (BSZYP) to reduce the level of ovarian apoptosis in Brown Norway (BN) rats with luteal phase deficiency (LPD). MethodFifty SPF female BN rats were randomly divided into a model group, a dydrogesterone group (0.002 g·kg-1), and a low (4.5 g·kg-1), a medium (9 g·kg-1), and a high-dose (18 g·kg-1) BSZYP groups, with ten rats in each group. The rats were administrated with corresponding drugs by gavage, once a day for three estrus cycle. Western blot was used to detected the protein expression levels of c-Jun NH2 terminal kinase (JNK), extracellular signal-regulated kinase (ERK), phosphorylated-ERK (p-ERK), phosphorylated-JNK (p-JNK), p38 mitogen-activated protein kinase (p38 MAPK), phosphorylated-p38 MAPK (p-p38 MAPK ), B-cell lymphoma (Bcl-2), and Bcl-2 associated X protein (Bax) in ovary. Real-time quantitative polymerase chain reaction (Real-time PCR) was used to detect the mRNA expression levels of ERK, JNK, p38 MAPK, Bax, and Bcl-2 in ovary. Enzyme-linked immunosorbent assay (ELISA) was used to detect the serum progesterone (P) and estradiol (E2) levels. Hematoxylin-eosin (HE) staining was used to observe the ovarian tissue morphology. ResultCompared with the model group, the recovery of estrus cycle of rats in all BSZYP groups had statistical significance after 1-circle administration (P<0.05). The ovarian tissue morphology in the low-dose BSZYP group was improved, and that in the medium and high-dose BSZYP groups was significantly improved with clear follicle, less vesicular follicle and atretic follicle, and more granular layers. The number of luteum, especially the fresh luteum, in the medium and high-dose groups was increased with smooth edge and large volume. The mRNA expression level of Bcl-2 was increased in all-dose BSZYP groups, while the mRNA expression level of Bax was significantly decreased in all-dose BSZYP group (P<0.05, P<0.01). The mRNA expression levels of JNK and p38 MAPK were significantly decreased in the high-dose BSZYP group (P<0.01), and the mRNA expression levels of ERK were increased in the low and medium-dose BSZYP groups (P<0.05). The protein expression level of Bcl-2 was significantly increased in the medium and high-dose BSZYP groups (P<0.01), and the protein expression level of Bax was significantly decreased in the all-dose BSZYP groups (P<0.01). No significant difference was observed in the protein expressions of JNK, ERK, and p38 MAPK in the BSZYP groups. The protein expression levels of p-ERK in the ovarian tissues of rats were significantly inoreased in the medium and high-dose BSZYP group (P<0.01), p-JNK, and p-p38 MAPK in the ovarian tissues of rats were significantly decreased in the medium and high-dose BSZYP group (P<0.01). The level of E2 was increased in all-dose BSZYP groups (P<0.05, P<0.01), and the level of P in the medium-dose BSZYP group was increased (P<0.05). ConclusionBSZYP improved the serum sex hormones, restored the estrous cycle, reduced atretic follicle and vesiculation, and maintained luteal morphology and function of BN rats, so as to improve luteal function and treat luteal phase deficiency. The mechanism of BSZYP may be related to reduce the level of ovarian tissue apoptosis in BN rats by regulating MAPKs signaling pathway.
9.Rapid identification of geographic origins of Zingiberis Rhizoma by NIRS combined with chemometrics and machine learning algorithms.
Dai-Xin YU ; Sheng GUO ; Xia ZHANG ; Hui YAN ; Zhen-Yu ZHANG ; Hai-Yang LI ; Jian YANG ; Jin-Ao DUAN
China Journal of Chinese Materia Medica 2022;47(17):4583-4592
In this study, 280 batches of Zingiberis Rhizoma samples from nine producing areas were analyzed to obtain infrared spectral information based on near-infrared spectroscopy(NIRS). Pluralistic chemometrics such as principal component analysis(PCA), partial least squares-discriminant analysis(PLS-DA), orthogonal partial least squares-discriminant analysis(OPLS-DA), K-nearest neighbors(KNN), support vector machine(SVM), random forest(RF), artificial neural network(ANN), and gradient boosting(GB) were applied for tracing of origins. The results showed that the discriminative accuracy of the spectral preprocessing by standard normal variate transformation coupled with the first derivative was 93.9%, which could be used for the construction of the discrimination model. PCA and PLS-DA score plots showed that samples from Shandong, Sichuan, Yunnan, and Guizhou could be effectively distinguished, but the remaining samples were partially overlapped. As revealed by the analysis results by machine learning algorithms, the AUC values of KNN, SVM, RF, ANN, and GB algorithms were 0.96, 0.99, 0.99, 0.99, and 0.98, respectively, with overall prediction accuracies of 83.3%, 89.3%, 90.5%, 91.7%, and 89.3%. It indicated that the developed model was reliable and the machine learning algorithm combined with NIRS for origin identification was sufficiently feasible. OPLS-DA showed that Zingiberis Rhizoma from Sichuan(genuine producing areas) could be significantly distinguished from other regions, with good discriminative accuracy, suggesting that the NIRS established in this study combined with chemometrics can be used for the identification of Zingiberis Rhizoma from Sichuan. This study established a rapid and nondestructive identification and reliable data analysis method for origin identification of Zingiberis Rhizoma, which is expected to provide a new idea for the origin tracing of Chinese medicinal materials.
Algorithms
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Chemometrics
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China
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Ginger
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Least-Squares Analysis
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Plant Extracts
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Principal Component Analysis
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Support Vector Machine
10.Effects of different drying methods on ginsenosides based on UHPLC-Q-Exactive Orbitrap MS technique.
Hong WANG ; Yi-Fang CUI ; Hui-Zhen JIANG ; Shao-Ping WANG ; Xiao-Guang SONG ; Li-Juan HAN ; Long DAI ; Ning LI ; Jia-Yu ZHANG
China Journal of Chinese Materia Medica 2022;47(19):5246-5255
The present study quickly identified the ginsenosides in fresh Panax ginseng and specified the effects of different drying methods(50 ℃-drying, 80 ℃-drying, and-70 ℃ freeze-drying) on ginsenosides.Three P.ginseng products by different drying methods were prepared, and the UHPLC-Q-Exactive Orbitrap high-resolution liquid mass spectrometry(MS) technique was applied to perform gradient elution using water-acetonitrile as the mobile phase, and the data collected in the negative ion mode were analyzed using X Calibur 2.2.The results showed that 57 saponins were identified from fresh P.ginseng.As revealed by the comparison with the fresh P.ginseng, in terms of the loss of ginsenosides, the dried products were ranked as the dried product at 50 ℃, freeze-dried products at-70 ℃, and the dried product at 80 ℃ in the ascending order.This study elucidated the effects of different drying methods on the types and relative content of ginsenosides, which can provide references for the processing of P.ginseng in the producing areas.
Ginsenosides/analysis*
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Chromatography, High Pressure Liquid/methods*
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Panax
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Mass Spectrometry/methods*
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Saponins

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