1.Analysis on Characteristics of Peripheral Blood Recovery in Treatment of Aplastic Anemia with Bushen Shengxue Method and Yiqi Yangxue Method Combined with Western Medicine
Yaoyin ZHANG ; Jiaqi HE ; Chaochang ZHANG ; Wenru WANG ; Yubin DING ; Jinhuan WANG ; Ruirong XU ; Haixia DI ; Jiangwei WAN ; Qifeng LIU ; Haixia WANG ; Antao SUN ; Xudong TANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(1):151-157
Objective To investigate the characteristics of peripheral blood in the treatment of aplastic anemia(AA)with Bushen Shengxue Method and Yiqi Yangxue Method combined with Western medicine.Methods Totally 492 AA patients who were treated in 19 centers including Xiyuan Hospital China Academy of Chinese Medical Sciences from September 2018 to March 2021 were selected,and were randomized into three groups:161 cases in the Bushen Shengxue group,164 cases in the Yiqi Yangxue group,and 167 cases in the control group.All three groups were orally administered cyclosporine and androgens.Bushen Shengxue group was given Bushen Shengxue Granules,Yiqi Yangxue group was given Yiqi Yangxue Granules,and the control group was given placebo(half dosage of Bushen Shengxue granules).The general data,overall efficacy,and peripheral blood at the 1st month,the 4th month,and 6th month after treatment were analyzed.Results The total effective rate of Bushen Shengxue group was 98.8%(159/161),which was significantly higher than that of Yiqi Yangxue group(79.9%)and the control group(61.7%),with statistical significance(P<0.001);The total effective rate of Yiqi Yangxue group was significantly higher than that of the control group(P<0.001).Compared with before treatment,the hemoglobin(HGB)levels of all three groups of patients significantly increased after treatment(P<0.001,P<0.01),and the platelet levels of Bushen Shengxue group and the control group significantly increased after treatment(P<0.001);after treatment,the HGB levels in the three groups were ranked from high to low as the Bushen Shengxue group,Yiqi Yangxue group and the control group(P<0.01).25%of patients had HGB levels exceeding 20%of baseline values,Bushen Shengxue group took 1 month,while Yiqi Yangxue group and control group took 4 months;25%of patients had an increase in HGB levels exceeding 50%of the baseline value,Bushen Shengxue group took 6 months,while Yiqi Yangxue group and control group took more than 6 months.At 6 months,the number of patients with HGB elevation exceeding 20%and 50%of baseline values in Bushen Shengxue group was higher than that in Yiqi Yangxue group and the control group(P<0.05,P<0.001).25%of patients had white blood cell elevation exceeding 50%of the baseline value,Bushen Shengxue group took 4 months,Yiqi Yangxue group took 6 months,and the control group took more than 6 months.25%of patients showed an increase in platelet levels exceeding 100%of the baseline value,Bushen Shengxue group took 4 months,while Yiqi Yangxue group and control group took 6 months;at 6 months,the number of patients in Bushen Shengxue group and Yiqi Yangxue group with platelet elevation exceeding 20%of the baseline value was significantly higher than that in the control group(P<0.01,P<0.05).Conclusion Bushen Shengxue method combined with Western medicine intreating AA is better than the method of Yiqi Yangxue method combined with Western medicine.In terms of improving HGB,it is reflected in shortening the recovery time and increasing the number of beneficiaries,and the dosage can affect the recovery time and the number of beneficiaries at the same time;in terms of improving white blood cell and platelet,it is reflected in shortening the recovery time,and the dosage can affect the recovery time.
2.Analysis on Characteristics of Peripheral Blood Recovery in Treatment of Aplastic Anemia with Bushen Shengxue Method and Yiqi Yangxue Method Combined with Western Medicine
Yaoyin ZHANG ; Jiaqi HE ; Chaochang ZHANG ; Wenru WANG ; Yubin DING ; Jinhuan WANG ; Ruirong XU ; Haixia DI ; Jiangwei WAN ; Qifeng LIU ; Haixia WANG ; Antao SUN ; Xudong TANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(1):151-157
Objective To investigate the characteristics of peripheral blood in the treatment of aplastic anemia(AA)with Bushen Shengxue Method and Yiqi Yangxue Method combined with Western medicine.Methods Totally 492 AA patients who were treated in 19 centers including Xiyuan Hospital China Academy of Chinese Medical Sciences from September 2018 to March 2021 were selected,and were randomized into three groups:161 cases in the Bushen Shengxue group,164 cases in the Yiqi Yangxue group,and 167 cases in the control group.All three groups were orally administered cyclosporine and androgens.Bushen Shengxue group was given Bushen Shengxue Granules,Yiqi Yangxue group was given Yiqi Yangxue Granules,and the control group was given placebo(half dosage of Bushen Shengxue granules).The general data,overall efficacy,and peripheral blood at the 1st month,the 4th month,and 6th month after treatment were analyzed.Results The total effective rate of Bushen Shengxue group was 98.8%(159/161),which was significantly higher than that of Yiqi Yangxue group(79.9%)and the control group(61.7%),with statistical significance(P<0.001);The total effective rate of Yiqi Yangxue group was significantly higher than that of the control group(P<0.001).Compared with before treatment,the hemoglobin(HGB)levels of all three groups of patients significantly increased after treatment(P<0.001,P<0.01),and the platelet levels of Bushen Shengxue group and the control group significantly increased after treatment(P<0.001);after treatment,the HGB levels in the three groups were ranked from high to low as the Bushen Shengxue group,Yiqi Yangxue group and the control group(P<0.01).25%of patients had HGB levels exceeding 20%of baseline values,Bushen Shengxue group took 1 month,while Yiqi Yangxue group and control group took 4 months;25%of patients had an increase in HGB levels exceeding 50%of the baseline value,Bushen Shengxue group took 6 months,while Yiqi Yangxue group and control group took more than 6 months.At 6 months,the number of patients with HGB elevation exceeding 20%and 50%of baseline values in Bushen Shengxue group was higher than that in Yiqi Yangxue group and the control group(P<0.05,P<0.001).25%of patients had white blood cell elevation exceeding 50%of the baseline value,Bushen Shengxue group took 4 months,Yiqi Yangxue group took 6 months,and the control group took more than 6 months.25%of patients showed an increase in platelet levels exceeding 100%of the baseline value,Bushen Shengxue group took 4 months,while Yiqi Yangxue group and control group took 6 months;at 6 months,the number of patients in Bushen Shengxue group and Yiqi Yangxue group with platelet elevation exceeding 20%of the baseline value was significantly higher than that in the control group(P<0.01,P<0.05).Conclusion Bushen Shengxue method combined with Western medicine intreating AA is better than the method of Yiqi Yangxue method combined with Western medicine.In terms of improving HGB,it is reflected in shortening the recovery time and increasing the number of beneficiaries,and the dosage can affect the recovery time and the number of beneficiaries at the same time;in terms of improving white blood cell and platelet,it is reflected in shortening the recovery time,and the dosage can affect the recovery time.
3.Changes of Immunological Indexes and Blood Routine in Treatment of Aplastic Anemia by Yiqi Yangxue Prescription
Yaoyin ZHANG ; Chaochang ZHANG ; Jiaqi HE ; Wenru WANG ; Yubin DING ; Jinhuan WANG ; Ruirong XU ; Haixia DI ; Jiangwei WAN ; Qifeng LIU ; Haixia WANG ; Antao SUN ; Xudong TANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(12):97-104
ObjectiveTo investigate the immunological characteristics of the patients with aplastic anemia (AA) and elevated hemogram parameters treated with Yiqi Yangxue prescription combined with Western medicine and the predictive effects of immunological indexes on elevated hemogram parameters, thus providing a reference for the prediction of the treatment efficacy and the adjustment of the treatment regimen. MethodA retrospective study was conducted, involving 77 AA patients treated with Yiqi Yangxue prescription combined with Western medicine for 6 months in 19 medical institutions including Xiyuan Hospital, China Academy of Chinese Medical Sciences from September 2018 to March 2021. The patients were assigned into two groups according to the elevations in hemogram parameters [including hemoglobin (HGB), white blood cell count (WBC), platelet (PLT), and absolute neutrophil count (ANC)] after 6 months of treatment. One group had the elevation <50%, and the other group had the elevation ≥50% compared with the baseline. The clinical and immunological characteristics were compared between the two groups. Result① Compared with the group with HGB elevation<50%, the group with HGB elevation≥50% showed elevated level of CD3+ human leukocyte antigen-DR (HLA-DR)+ and increased proportion of patients with T-helper cell type 2 (Th2)<5%, CD8+≥50%, and CD3+HLA-DR+≥9% before treatment (P<0.05, P<0.01). The multivariate Logistic regression analysis showed that CD8+≥50% before treatment was the independent influencing factor for HGB elevation ≥50% [odds ratio (OR)=12.000, 95% confidence interval (CI) 2.218, 64.928, P<0.01]. ② Compared with the group with WBC elevation<50%, the group with WBC elevation≥50% showed increased proportion of patients with CD3+HLA-DR+<6% and T-box transcription factor (T-bet)≥200% before treatment (P<0.05). The multivariate Logistic regression analysis showed that CD3+HLA-DR+<6% (OR=2.998, 95%CI 1.036, 8.680, P<0.05) and T-bet≥200% (OR=3.634, 95%CI 1.076, 12.273, P<0.05) before treatment were independent influencing factors for WBC elevation≥50%. ③ Compared with the group with PLT elevation<50%, the group with PLT elevation≥50% presented lowered Th1 and CD3+HLA-DR+ levels and increased proportion of patients with Th1<12%, CD4+≥6%, and CD3+HLA-DR+<5% before treatment (P<0.05, P<0.01). The multivariate Logistic regression analysis showed that CD3+HLA-DR+<5% before treatment was the independent influencing factor for PLT elevation≥50% (OR=16.190, 95%CI of 3.430 to 76.434, P<0.01). ④ Compared with the group with ANC elevation<50%, the group with ANC elevation≥50% showed no significant changes in the hemogram parameters before treatment. ConclusionAs for the AA patients with rapid elevation in HGB, Yiqi Yangxue prescription combined with Western medicine demonstrate significant effects in the patients with Th2<5% and CD3+HLA-DR+≥9%, especially those with CD8+≥50%. As for the AA patients with rapid elevation in WBC, the therapy was particularly effective in the patients with CD3+HLA-DR+<6% and T-bet≥200%. As for the AA patients with rapid growth in PLT, the therapy was particularly effective in the patients with Th1<12% and CD4+≥6%, especially those with CD3+HLA-DR+<5%.
4.Methylation level of CNR1 in peripheral blood of children with autism spectrum disorder
Feng WANG ; Zehui LIU ; Yilin ZHANG ; Wenru TIAN ; Lingyuan YANG ; Mingyang ZOU ; Caihong SUN
Chinese Journal of Child Health Care 2024;32(3):237-241
【Objective】 To explore the relationship between the methylation level of CNR1 and autism spectrum disorder (ASD), in order to provide a theoretical basis for the etiology of ASD. 【Methods】 A case-control study was conducted, recruiting 30 children with ASD from the Child Development and Behavior Research Center of Harbin Medical University and a rehabilitation facility, and 30 matched typically developed children from June 2017 to December 2018. The methylation levels of CNR1 in peripheral blood were measured by the Agena MassArray® Mass Spectrometry System. A univariate conditional Logistic regression model was used to analyze the potential association between the methylation level of CNR1 and the risk of ASD with adjustment for age, BMI, body fat percentage and body fat. The correlations between the methylation level of CNR1 and the score of Social Responsiveness Scale (SRS) were evaluated by Pearson/Spearman correlation analysis. 【Results】 The methylation levels of the average methylation (t=2.224), CpG_3.4 (Z=2.187), CpG_9.10.11 (t=2.308), and CpG_28.29 (t=2.943) of the CNR1 promoter region in ASD children were significantly higher than controls (P<0.05). The methylation levels of the average methylation (OR=1.117, 95%CI: 1.003 - 1.245), CpG_9.10.11 (OR= 1.072, 95%CI:1.006 - 1.142), and CpG_28.29 (OR=1.078, 95%CI: 1.018 - 1.141) of the CNR1 promoter region were positively correlated with the risk of ASD (P<0.05). The methylation level of CpG_28.29 in ASD children was positively correlated with the scores of social motivation in SRS (r=0.421, P<0.05). 【Conclusions】 The methylation levels of CNR1 in peripheral blood are abnormal in ASD children and might be correlated with the risk of ASD and social function. The underlying mechanism needs to be further explored.
5.Discovery of a normal-tension glaucoma-suspect rhesus macaque with craniocerebral injury: Hints of elevated translaminar cribrosa pressure difference.
Jian WU ; Qi ZHANG ; Xu JIA ; Yingting ZHU ; Zhidong LI ; Shu TU ; Ling ZHAO ; Yifan DU ; Wei LIU ; Jiaoyan REN ; Liangzhi XU ; Hanxiang YU ; Fagao LUO ; Wenru SU ; Ningli WANG ; Yehong ZHUO
Chinese Medical Journal 2024;137(4):484-486
6.Relationship between cerebrovascular reserve capacity and white matter lesions in the elderly based on magnetic resonance imaging
Lihong LUO ; Wenru GONG ; Mei LI ; Xizi XING ; Hua ZHANG
Chinese Journal of Radiological Health 2024;33(1):101-105
Objective To investigate the relationship between cerebrovascular reserve (CVR) capacity and white matter lesions in elderly people. Methods We included 315 participants aged ≥ 60 years in Jinan area of Shandong Province from May 2018 to July 2019. They underwent transcranial Doppler ultrasonography for assessing CVR, breath holding index (BHI), and arterial pulsatility index (PI). According to CVR capacity, they were divided into normal CVR group (CVR ≥ 20%, n = 206) and impaired CVR group (CVR < 20%, n = 109). Magnetic resonance imaging was performed to evaluate periventricular, subcortical, and total white matter hyperintensity (WMH) volumes and Fazekas scores. Results Compared with the normal CVR group, the impaired CVR group showed significantly higher volumes of periventricular, subcortical, and total WMHs and significantly higher proportions of Fazekas scores ≥ 2 (P < 0.01). Periventricular, subcortical, and total WMH volumes were negatively correlated with CVR (r = −0.70, −0.66, −0.73, P < 0.01) and BHI (r = −0.64, −0.65, −0.68, P < 0.01) and positively correlated with PI (r = 0.60, 0.65, 0.65, P < 0.01). After adjusting for confounding factors, periventricular, subcortical, and total WMH volumes were still negatively correlated with CVR and BHI (P < 0.01) and positively correlated with PI (P < 0.01). The logistic regression analysis showed that the risks of periventricular, subcortical, and total Fazekas score ≥ 2 in the impaired CVR group were 1.96 times (95% confidence interval [CI]: 1.17−3.27, P < 0.01), 1.84 times (95% CI: 1.11−3.05, P < 0.05), and 2.33 times (95% CI: 1.30−4.18, P < 0.01) that of the normal CVR group, respectively. Conclusion Impaired CVR is an independent risk factor for white matter lesions in the elderly.
7.Correlation Between Expression of HIF-1α and Prognosis of Arsenic-containing Chinese Herbal Compound in Treatment of Myelodysplastic Syndrome
Peizhen JIANG ; Xiupeng YANG ; Dexiu WANG ; Wenru WANG ; Yan LYU ; Weiyi LIU ; Zhuo CHEN ; Hongzhi WANG ; Xiaoqing GUO ; Shanshan ZHANG ; Yonggang XU ; Xudong TANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(9):101-107
ObjectiveMyelodysplastic syndromes (MDS) is a group of clonal hematopoietic stem cell disorders,and this study aims to investigate the expression of hypoxia-inducible factor-1α(HIF-1α) in the bone marrow cells of patients with MDS and its correlation with the clinical features of MDS,the therapeutic efficacy of arsenic-containing Chineseherbal compound,and the survival prognosis. MethodAccording to the inclusion and exclusion criteria,27 MDS patients treated with arsenic-containing Chinese herbal compound in the Department of Hematology,Xiyuan Hospital,China Academy of Chinese Medical Sciences from January 2022 to September 2022 were included,and their bone marrow samples were collected by myelotomy. HIF-1α expression level in bone marrow cells was detected by real-time polymerase chain reaction (PCR) to analyze its correlation with clinical features,and logistic and Cox regression was used to analyze the risk factors affecting the efficacy and prognostic survival of MDS patients. ResultThe HIF-1α mRNA expression level was lower in bone marrow cells of MDS patients than in healthy subjects. HIF-1α was positively correlated with the degree of myelodysplasia(r=0.384,P<0.05) and bone marrow granulocytic system%(G%)(r=0.560,P<0.01). Logistic regression showed that HIF-1α was a risk factor for the prognosis in the follow-up of the efficacy of treatment(P<0.05)and Cox regression showed that HIF-1α was an independent factor affecting the survival prognosis of MDS patients [odds ratio(OR)=398.968,95% confidence interval(CI)(1.281,116 858.743),P<0.05]. ConclusionThe level of HIF-1α expression in bone marrow cells of MDS patients was closely related to the degree of clinical myelodysplasia and G%,and HIF-1α was a risk factor for the efficacy for and survival prognosis of MDS patients.
8.A preliminary exploration of MRI diagnostic model of perianal fistulizing Crohn′s disease based on deep convolutional neural networks
Lanlan LI ; Ke DENG ; Heng ZHANG ; Donglin REN ; Wenru LI
Chinese Journal of Inflammatory Bowel Diseases 2023;07(2):144-150
Objective:To evaluate the efficacy of magnetic resonance imaging (MRI) diagnostic model of perianal fistulizing Crohn′s disease (pfCD) based on deep convolutional neural networks (DCNN) .Methods:A restrospective study was conducted. The patients with pfCD of initial diagnosis ( n = 200) and the patients with cryptoglandular anal fistula (CAF) of initial diagnosis ( n = 200) were enrolled randomly in the Sixth Affiliated Hospital of Sun Yat-sen University from January 2014 to December 2019. The patients were assigned to the training, validation and test sets at a ratio of 8∶1∶1 in each group. The anal MRI images of all the patients were collected and preprocessed to enhance the quality of images. Using the Pytorch deep learning framework and Windows 10 computer operating system, the MRI diagnostic model of pfCD and CAF was constructed based on 4 DCNNs (MobileNetV2, VGG11, ResNet18 and ResNet34) . Each model was divided into transfer learning (T) and untransfer learning (U) types based on whether it incorporated transfer learning strategy. First, the image data of training set (160 pfCD and 160 CAF patients, a total of 78 321 MRI images) was input, and the training was iterated to minimize the loss. Then the best training model was selected based on the results of the validation set (20 pfCD and 20 CAF patients, a total of 9697 MRI images) . Finally, diagnostic efficacy was evaluated on the test set (20 pfCD and 20 CAF patients, a total of 9260 MRI images) . The receiver operating characteristic (ROC) curve for each model was drawn and the area under the curve (AUC) was calculated. The DeLong test was used to compare the difference in AUCs among different models and between models and radiologists with different seniorities. Results:The efficacy of 4 models based on DCNN were MobileNetV2-T (AUC = 0.943, 95% CI: 0.820-0.991) , VGG11-T (AUC = 0.935, 95% CI: 0.810-0.988) , ResNet18-T (AUC = 0.920, 95% CI: 0.789-0.988) , ResNet34-T (AUC = 0.929, 95% CI: 0.801-0.986) , respectively. The AUCs of the 4 models combined with transfer learning strategy were higher than that of junior radiologist (all P<0.05) , and there was no significant difference in AUCs between 4 models with transfer learning strategy and senior radiologist (all P>0.05) . Conclusion:The construction of diagnostic model of pfCD is feasible by using deep learning technology based on DCNN, transfer learning strategy and high-resolution anal MRI images.
9.Early Efficacy Predictors of Bushen Shengxue Prescription Combined with Western Medicine in Treatment of Aplastic Anemia
Chaochang ZHANG ; Jian LIU ; Wenru WANG ; Rui LI ; Qifeng LIU ; Jinhuan WANG ; Jiangwei WAN ; Ruirong XU ; Feng LIU ; Rou MA ; Xudong TANG
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(14):64-72
ObjectiveTo investigate the predictive indicators of early efficacy of Bushen Shengxue prescription combined with western medicine in the treatment of aplastic anemia, and provide prognosis indicators for the treatment of aplastic anemia (AA) with kidney-tonifying therapy in traditional Chinese medicine (TCM) combined with western medicine. MethodA total of 126 patients treated by Bushen Shengxue prescription combined with western medicine in 19 hospitals including Xiyuan Hospital of the China Academy of Chinese Medical Sciences from September 2018 to March 2021 were selected for a retrospective study. The therapy was proven to be effective after six months of treatment. According to the efficacy after 4 months of treatment, the patients were assigned into a 4-month effective group and a 4-month ineffective group. The age, sex, disease severity (including severe aplastic anemia and non-severe aplastic anemia), course of disease, degree of bone marrow nucleated cell proliferation, baseline hemogram levels [including white blood cell count (WBC), absolute neutrophil count (ANC), hemoglobin (HGB), platelets (PLT), and reticulocytes (RET)], T lymphocytes subsets, and the expression levels of T-box transcription factor (T-bet) and GATA-binding protein-3 (GATA-3) were compared between the two groups before treatment. ResultThe proportions of patients within the age ranges of [20, 40) and [60, 80) were higher in the 4-month effective group (P<0.05). The sex, disease severity, course of disease, and comorbidities had no significant differences between the two groups. The 4-month effective group had higher baseline levels of HGB, WBC, ANC, and PLT than the 4-month ineffective group (P<0.05), and there was no significant difference in the RET level between the two groups before treatment. Binary Logistic regression analysis showed that the PLT level before treatment was an independent factor affecting the onset time, while other indicators did not affect the onset time. The receiver operating characteristic (ROC) curve was established to analyze the value of PLT level before treatment for predicting the onset time, and the area under the curve was 0.691. With the critical value of 40.5×109/L, the sensitivity and specificity of the prediction that the therapy will take effect within 4 months were 0.569 and 0.893, respectively. The two groups of patients were graded according to age {(14, 20), [20, 40), [40, 60), and [60, 80)} and PLT level before treatment (PLT<40×109/L, PLT≥40×109/L). The proportion of the patients with PLT≥40×109/L before treatment in the 4-month effective group was significantly higher than that in the 4-month ineffective group (P<0.05). The degree of bone marrow nucleated cell proliferation before treatment had no significant difference between the two groups. The level of total T lymphocytes in the 4-month effective patients was lower than that in the 4-month ineffective patients before treatment (P<0.05). The levels of Th1 cells, Th2 cells, CD4+ T cells, and CD8+ T cells showed no significant differences between the two groups before treatment. The T-bet expression level in the 4-month effective group was higher than that in the 4-month ineffective group before treatment (P<0.05), while the expression level of GATA-3 showed no significant difference between the two groups before treatment. ConclusionBushen Shengxue prescription combined with western medicine will achieve faster effect for the patients within the age ranges of [20, 40) or [40, 60), with higher levels of HGB, WBC, ANC, and PLT (especially those with PLT≥40×109/L), lower level of total T lymphocytes, or higher T-bet expression level before treatment.
10.High-throughput screening of SARS-CoV-2 main and papain-like protease inhibitors.
Yi ZANG ; Mingbo SU ; Qingxing WANG ; Xi CHENG ; Wenru ZHANG ; Yao ZHAO ; Tong CHEN ; Yingyan JIANG ; Qiang SHEN ; Juan DU ; Qiuxiang TAN ; Peipei WANG ; Lixin GAO ; Zhenming JIN ; Mengmeng ZHANG ; Cong LI ; Ya ZHU ; Bo FENG ; Bixi TANG ; Han XIE ; Ming-Wei WANG ; Mingyue ZHENG ; Xiaoyan PAN ; Haitao YANG ; Yechun XU ; Beili WU ; Leike ZHANG ; Zihe RAO ; Xiuna YANG ; Hualiang JIANG ; Gengfu XIAO ; Qiang ZHAO ; Jia LI
Protein & Cell 2023;14(1):17-27
The global COVID-19 coronavirus pandemic has infected over 109 million people, leading to over 2 million deaths up to date and still lacking of effective drugs for patient treatment. Here, we screened about 1.8 million small molecules against the main protease (Mpro) and papain like protease (PLpro), two major proteases in severe acute respiratory syndrome-coronavirus 2 genome, and identified 1851Mpro inhibitors and 205 PLpro inhibitors with low nmol/l activity of the best hits. Among these inhibitors, eight small molecules showed dual inhibition effects on both Mpro and PLpro, exhibiting potential as better candidates for COVID-19 treatment. The best inhibitors of each protease were tested in antiviral assay, with over 40% of Mpro inhibitors and over 20% of PLpro inhibitors showing high potency in viral inhibition with low cytotoxicity. The X-ray crystal structure of SARS-CoV-2 Mpro in complex with its potent inhibitor 4a was determined at 1.8 Å resolution. Together with docking assays, our results provide a comprehensive resource for future research on anti-SARS-CoV-2 drug development.
Humans
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Antiviral Agents/chemistry*
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COVID-19
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COVID-19 Drug Treatment
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High-Throughput Screening Assays
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Molecular Docking Simulation
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Protease Inhibitors/chemistry*
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SARS-CoV-2/enzymology*
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Viral Nonstructural Proteins

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