1.Classification Method for Petroleum Pollutants Based on Inception-One-Dimensional Convolutional Neural Network and Infrared Spectroscopy
De-Ming KONG ; Shao-Wei HE ; Xin-Yi LI ; Jun-Yu ZHAO ; Xiao-Dong NING
Chinese Journal of Analytical Chemistry 2024;52(9):1287-1297
Infrared spectroscopy technology has many advantages such as high efficiency and non-destructiveness,and has an important research and application value in the field of petroleum pollutant classification and detection.In this study,a petroleum pollutant classification method by combing the discrete wavelet transform(DWT)algorithm and a one-dimensional convolutional neural network based on the Inception module(Inception-1D-CNN)was proposed.Firstly,the DWT algorithm was used to denoise the original infrared spectral data to eliminate the interference information caused by experimental environment,instrument error and manual operation.Then,the inception-1D-CNN model was used to obtain multi-scale infrared spectroscopy feature information,and then classify the petroleum pollutants.Experimental results showed that compared with preprocessing methods such as standard normal variable(SNV),adaptive iteratively reweighted penalized least squares(AirPLS),and Savitzky-Golay smoothing(S-G),the prediction accuracy of the DWT algorithm combined with the 1D-CNN model with a convolutional kernel size of 3×1 was 86.6%,which was 6.6%,6.6%and 3.3%higher,respectively.The prediction accuracy of DWT algorithm combined with 1D-CNN model with a convolutional kernel size of 5×1 was 93.3%,which was 10.0%,7.0%and 3.3%higher,respectively.The prediction accuracy of the DWT algorithm combined with the 1D-CNN model with a convolutional kernel size of 7×1 was 90.0%,which was 6.7%,10.0%and 3.4%higher,respectively.The prediction accuracy of the DWT algorithm combined with the inception-1D-CNN model was 100.0%,which was 10.0%,10.0%and 3.4%higher,respectively.Therefore,the DWT algorithm combined with the inception-1D-CNN model could accurately classify and predict petroleum pollutants,and provided a certain basis for the subsequent treatment of oil spills on the sea surface.
2.Study on the objectivity and biological mechanism of Psoralea corylifolia Linn.'s 'Great dryness damages the liver'
Ming-liang ZHANG ; Xu ZHAO ; Wei-xia LI ; Xiao-yan WANG ; Yu-long CHEN ; De-xin KONG ; Cheng-zhao WU ; Xiao-fei CHEN ; Zhao-fang BAI ; Ming NIU ; Jia-bo WANG ; Yan-ling ZHAO ; Xiao-he XIAO ; Jin-fa TANG
Acta Pharmaceutica Sinica 2023;58(4):1014-1023
According to the theory of 'Xingben Dazao'
3.Clinical efficacy and safety of venetoclax combined with multidrug chemotherapy in the treatment of 15 patients with relapsed or refractory early T-cell precursor acute lymphoblastic leukemia.
Jin Yu KONG ; Li Hong ZONG ; Yan PU ; Yin LIU ; Xin KONG ; Meng Yun LI ; Jian ZHANG ; Bao Quan SONG ; Sheng Li XUE ; Xiao Wen TANG ; Hui Ying QIU ; De Pei WU
Chinese Journal of Hematology 2023;44(8):649-653
Objective: To explore the efficacy and safety of Venetoclax combined with multidrug chemotherapy in patients with relapsed or refractory early T-cell precursor acute lymphoblastic leukemia (R/R ETP-ALL) . Methods: This study retrospectively analyzed 15 patients with R/R ETP-ALL who received Venetoclax combined with multidrug chemotherapy from December 2018 to February 2022. Among them, eight cases were combined with demethylated drugs, four cases were combined with demethylated drugs and HAAG chemotherapy regimen, two cases were combined with demethylated drugs and CAG regimen, and one case was combined with Cladribine. Specific usage and dosage of Venetoclax: 100 mg on day 1, 200 mg on day 2, 400 mg on day 3-28, orally; when combined with azole antifungal drugs, dosage was reduced to 100 mg/d. Results: Fifteen patients (10 males and 5 females) with R/R ETP-ALL were treated with Venetoclax and multidrug chemotherapy with a median age of 35 (12-42) years old. Of 4 refractory and 11 relapsed patients, the efficacy was evaluated on the 21th day following combined chemotherapy: the overall response rate, the complete response (CR) rate, and the CR with incomplete hematological recovery (CRi) rate were 67.7% (10/15), 60.0% (9/15), and 6.7% (1/15), respectively. For the overall study population, the 12-month overall survival (OS) rate was 60.0%, and the median OS was 17.7 months. The disease-free survival (DFS) rate of all CR patients at 12 months was 60.0%, and the median DFS did not reach. About 14 patients had Ⅲ-Ⅳ hematological toxicity, but these adverse reactions were all controllable. No adverse reaction in the nervous system and tumor lysis syndrome occurred in this study, and no adverse reaction of organs above grade Ⅲ occurred. Conclusion: Venetoclax combined with multidrug chemotherapy may be a safe and promising treatment option for patients with R/R ETP-ALL.
Male
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Female
;
Humans
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Adult
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Retrospective Studies
;
Treatment Outcome
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Bridged Bicyclo Compounds, Heterocyclic/therapeutic use*
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Antineoplastic Combined Chemotherapy Protocols
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Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/drug therapy*
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Precursor Cells, T-Lymphoid
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Leukemia, Myeloid, Acute/drug therapy*
4.Platelet RNA enables accurate detection of ovarian cancer: an intercontinental, biomarker identification study.
Yue GAO ; Chun-Jie LIU ; Hua-Yi LI ; Xiao-Ming XIONG ; Gui-Ling LI ; Sjors G J G IN 'T VELD ; Guang-Yao CAI ; Gui-Yan XIE ; Shao-Qing ZENG ; Yuan WU ; Jian-Hua CHI ; Jia-Hao LIU ; Qiong ZHANG ; Xiao-Fei JIAO ; Lin-Li SHI ; Wan-Rong LU ; Wei-Guo LV ; Xing-Sheng YANG ; Jurgen M J PIEK ; Cornelis D DE KROON ; C A R LOK ; Anna SUPERNAT ; Sylwia ŁAPIŃSKA-SZUMCZYK ; Anna ŁOJKOWSKA ; Anna J ŻACZEK ; Jacek JASSEM ; Bakhos A TANNOUS ; Nik SOL ; Edward POST ; Myron G BEST ; Bei-Hua KONG ; Xing XIE ; Ding MA ; Thomas WURDINGER ; An-Yuan GUO ; Qing-Lei GAO
Protein & Cell 2023;14(6):579-590
Platelets are reprogrammed by cancer via a process called education, which favors cancer development. The transcriptional profile of tumor-educated platelets (TEPs) is skewed and therefore practicable for cancer detection. This intercontinental, hospital-based, diagnostic study included 761 treatment-naïve inpatients with histologically confirmed adnexal masses and 167 healthy controls from nine medical centers (China, n = 3; Netherlands, n = 5; Poland, n = 1) between September 2016 and May 2019. The main outcomes were the performance of TEPs and their combination with CA125 in two Chinese (VC1 and VC2) and the European (VC3) validation cohorts collectively and independently. Exploratory outcome was the value of TEPs in public pan-cancer platelet transcriptome datasets. The AUCs for TEPs in the combined validation cohort, VC1, VC2, and VC3 were 0.918 (95% CI 0.889-0.948), 0.923 (0.855-0.990), 0.918 (0.872-0.963), and 0.887 (0.813-0.960), respectively. Combination of TEPs and CA125 demonstrated an AUC of 0.922 (0.889-0.955) in the combined validation cohort; 0.955 (0.912-0.997) in VC1; 0.939 (0.901-0.977) in VC2; 0.917 (0.824-1.000) in VC3. For subgroup analysis, TEPs exhibited an AUC of 0.858, 0.859, and 0.920 to detect early-stage, borderline, non-epithelial diseases and 0.899 to discriminate ovarian cancer from endometriosis. TEPs had robustness, compatibility, and universality for preoperative diagnosis of ovarian cancer since it withstood validations in populations of different ethnicities, heterogeneous histological subtypes, and early-stage ovarian cancer. However, these observations warrant prospective validations in a larger population before clinical utilities.
Humans
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Female
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Blood Platelets/pathology*
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Biomarkers, Tumor/genetics*
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Ovarian Neoplasms/pathology*
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China
5.Research progress of cystine/glutamate antiporter as drug targets
Nan JIANG ; Li-da DU ; De-wen KONG ; Xiao-bin PANG ; Guan-hua DU
Acta Pharmaceutica Sinica 2022;57(6):1621-1629
Cystine/glutamate antiporter [system Xc(-)] is a sodium independent amino acid transporter, which is a heterodimer composed of light chain subunit xCT and heavy chain subunit 4F2hc (CD98) through covalent disulfide bond. System Xc(-) typically mediates cystine uptake and glutamate output, helps to maintain the balance of glutamate, cystine and cysteine inside and outside the cell, regulates the level of glutamate inside and outside the membrane and the synthesis of intracellular glutathione, thus affecting oxidative stress and glutamate neurotoxicity. This review expounds the structure and function of system Xc(-), analyzes the role of the transporter in physiology and pathology, discusses the role and mechanism in different diseases, and discusses the specific research progress of system Xc(-) as a drug target. This review summarizes the research status of system Xc(-) and provides theoretical guidance for further research on system Xc(-) and drug discovery.
6.Sequential infusion of anti-CD22 and anti-CD19 CAR-T cells in the treatment of relapsed / refractory childhood acute B lymphoblastic leukemia: two cases report.
Jian ZHANG ; Xiao Xia WU ; Meng Yun LI ; Bao Quan SONG ; Li Li ZHOU ; Xin KONG ; Hui Ying QIU ; De Pei WU
Chinese Journal of Hematology 2022;43(3):258-258
7.Study on the mechanism of Wuzi-Yanzong-Wan-medicated serum interfering with the mitochondrial permeability transition pore in the GC-2 cell induced by atractyloside.
De-Ling WU ; Tong-Sheng WANG ; Hong-Juan LIU ; Wei ZHANG ; Xiao-Hui TONG ; Dai-Yin PENG ; Ling-Yi KONG
Chinese Journal of Natural Medicines (English Ed.) 2022;20(4):282-289
Wuzi-Yanzong-Wan (WZYZW) is a classic prescription for male infertility. Our previous investigation has demonstrated that it can inhibit sperm apoptosis via affecting mitochondria, but the underlying mechanisms are unclear. The purpose of the present study was to explore the actions of WZYZW on mitochondrial permeability transition pore (mPTP) in mouse spermatocyte cell line (GC-2 cells) opened by atractyloside (ATR). At first, WZYZW-medicated serum was prepared from rats following oral administration of WZYZW for 7 days. GC-2 cells were divided into control group, model group, positive group, as well as 5%, 10%, 15% WZYZW-medicated serum group. Cyclosporine A (CsA) was used as a positive control. 50 μmol·L-1 ATR was added after drugs incubation. Cell viability was assessed using CCK-8. Apoptosis was detected using flow cytometry and TUNEL method. The opening of mPTP and mitochondrial membrane potential (MMP) were detected by Calcein AM and JC-1 fluorescent probe respectively. The mRNA and protein levels of voltage-dependent anion channel 1 (VDAC1), cyclophilin D (CypD), adenine nucleotide translocator (ANT), cytochrome C (Cyt C), caspase 3, 9 were detected by RT-PCR (real time quantity PCR) and Western blotting respectively. The results demonstrated that mPTP of GC-2 cells was opened after 24 hours of ATR treatment, resulting in decreased MMP and increased apoptosis. Pre-protection with WZYZ-medicated serum and CsA inhibited the opening of mPTP of GC-2 cells induced by ATR associated with increased MMP and decreased apoptosis. Moreover, the results of RT-qPCR and WB suggested that WZYZW-medicated serum could significantly reduce the mRNA and protein levels of VDAC1 and CypD, Caspase-3, 9 and CytC, as well as a increased ratio of Bcl/Bax. However, ANT was not significantly affected. Therefore, these findings indicated that WZYZW inhibited mitochondrial mediated apoptosis by attenuating the opening of mPTP in GC-2 cells. WZYZW-medicated serum inhibited the expressions of VDAC1 and CypD and increased the expression of Bcl-2, which affected the opening of mPTP and exerted protective and anti-apoptotic effects on GC-2 cell induced by ATR.
1-Methyl-4-phenyl-1,2,3,6-tetrahydropyridine
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Animals
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Atractyloside/pharmacology*
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Cyclophilin D
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Male
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Matrix Metalloproteinases
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Mice
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Mitochondrial Membrane Transport Proteins/metabolism*
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Mitochondrial Permeability Transition Pore
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RNA, Messenger
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Rats
8.Application of "process management and evaluation" in resident standardization training plan in acupuncture-moxibustion department of hospital for postgraduates of non-acupuncture- moxibustion speciality.
Zhi-Lan HUANG ; Can DONG ; Zhi-Zhong RUAN ; Jin-Jin PAN ; De-Song KONG ; Xiao-Su ZHANG ; Yi XIANG
Chinese Acupuncture & Moxibustion 2021;41(2):213-216
The teaching effect of "process management and evaluation" was assessed in resident standardization training plan in acupuncture-moxibustion department of hospital for postgraduates of non-acupuncture-moxibustion speciality. A total of 120 postgraduates of non-acupuncture-moxibustion speciality participating in resident standardization training were randomized into an observation group (60 cases) and a control group (60 cases, 1 case dropped off). In the control group, the conventional training mode was used. In the observation group, the "process management and evaluation" was adopted, in which, the syllabus was refined, various teaching modes were cooperated and the summary was conducted once a week. The training results were evaluated at the end of 1-month shift test and questionnaire was issued in all of the postgraduates of the two groups. In the observation group, the score for theory and the score of each of the items for technical ability, named differentiation and treatment, technical manipulation and physician-patient communication, as well as the total score were all higher than the control group successively (
Acupuncture
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Acupuncture Therapy
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Hospitals
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Humans
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Moxibustion
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Reference Standards
9. The anti-tumour mechanism of Shuanghuang Qizhen Keliu Prescription based on network pharmacology
Xiao-Na LANG ; Yu-Ling QIU ; De-Xin KONG ; Xiao-Na LANG
Chinese Pharmacological Bulletin 2021;37(9):1311-1317
Aim To explore the anti-tumour mechanism of Shuanghuang Qizhen Keliu Prescription based on network pharmacology. Methods The active components and targets of Shuanghuang Qizhen Keliu Prescription were searched and selected through the TCM-SP database. Related targets of tumor were screened and retrieved by OMIM. The key anti-tumor targets of Shuanghuang Qizhen Keliu Prescription were obtained by using Venn diagram analysis. The key target PPI network was constructed and the key targets were obtained by Cytoscape. Metascape platform was used for GO and KEGG enrichment analysis of key targets. Results There were many active components such as quercetin, kaempferol, and beta-sitosterol in Shuanghuang Qizhen Keliu Prescription, and their targets might be TP53, AKT1, JUN, MAPK1, TNF, RELA, IL-6 and so on. The anti-tumour mechanism might be proliferation inhibition, migration inhibition and apoptosis promotion. Conclusions This study preliminarily discusses the potential anti-tumour mechanism of Shuanghuang Qizhen Keliu Prescription, providing ideas and basis for subsequent experimental research.

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