1.VenusMutHub: A systematic evaluation of protein mutation effect predictors on small-scale experimental data.
Liang ZHANG ; Hua PANG ; Chenghao ZHANG ; Song LI ; Yang TAN ; Fan JIANG ; Mingchen LI ; Yuanxi YU ; Ziyi ZHOU ; Banghao WU ; Bingxin ZHOU ; Hao LIU ; Pan TAN ; Liang HONG
Acta Pharmaceutica Sinica B 2025;15(5):2454-2467
In protein engineering, while computational models are increasingly used to predict mutation effects, their evaluations primarily rely on high-throughput deep mutational scanning (DMS) experiments that use surrogate readouts, which may not adequately capture the complex biochemical properties of interest. Many proteins and their functions cannot be assessed through high-throughput methods due to technical limitations or the nature of the desired properties, and this is particularly true for the real industrial application scenario. Therefore, the desired testing datasets, will be small-size (∼10-100) experimental data for each protein, and involve as many proteins as possible and as many properties as possible, which is, however, lacking. Here, we present VenusMutHub, a comprehensive benchmark study using 905 small-scale experimental datasets curated from published literature and public databases, spanning 527 proteins across diverse functional properties including stability, activity, binding affinity, and selectivity. These datasets feature direct biochemical measurements rather than surrogate readouts, providing a more rigorous assessment of model performance in predicting mutations that affect specific molecular functions. We evaluate 23 computational models across various methodological paradigms, such as sequence-based, structure-informed and evolutionary approaches. This benchmark provides practical guidance for selecting appropriate prediction methods in protein engineering applications where accurate prediction of specific functional properties is crucial.
2.Chinese introduction to Preferred Reporting Items for Animal Studies in Endodontology 2021 checklist.
Xinxin CUI ; Xiao PANG ; Chang LIU ; Jian PAN ; Liao WANG ; Jiyuan LIU
West China Journal of Stomatology 2025;43(4):541-546
Animal experiments are crucial in evaluating the preclinical safety and efficacy of new dental materials, drugs, instruments, and equipment by identifying and eliminating potential health risks to humans. An international team of several dental experts formulated a guideline named Preferred Reporting Items for Animal Studiesin Endodontology (PRIASE) 2021. Consisting of 11 domains, 43 individual items, and a flowchart. PRIASE provides guidance for animal experiments in dentistry and improves the quality of experiment design and reporting. This work introduces the process and basic content of the guideline and interprets the key items of its checklist with specific examples to provide reference for the reporting of animal experiment in dentistry in China.
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Research Design
3.Development and accuracy verification of a continuous non-invasive blood pressure measurement device/
Yan WU ; Pang WU ; Pan HE ; Jian SHEN ; Zhen FANG ; Baoshi HAN ; Qi WANG
China Medical Equipment 2024;21(3):1-7
Objective:To develop a continuous non-invasive blood pressure measurement device(NC-BPM)and verify the accuracy of that in monitoring blood pressure.Methods:A NC-BPM type of non-invasively continuous blood pressure measurement device(NC-BPM for short)was developed.The entire system consisted of four modules included one sensor which shape was finger cot,one unit of signal acquisition and pressure control,one calibration system for height and one host.The Omron J760 electronic sphygmomanometer(J760)and the CNAP Monitor500 continuous non-invasive blood pressure monitoring system(CNAP Monitor500)were used as the reference sphygmomanometer of verifying accuracy of the monitored blood pressure.The blood pressures of 25 subjects at three stages included static stage,blood pressure change stage and stage post calibration were respectively measured according to the standard test procedure of wearable sleeveless blood pressure measurement device of Institute of Electrical and Electronics Engineers(IEEE).Results:Both NC-BPM and CNAP Monitor500 collected 13753 data points,and there were high correlation in systolic blood pressure(SBP),diastolic blood pressure(DBP)and mean blood pressure(MAP)between the two devices(r=0.96,0.97,0.98,P<0.05).A total of 379 data points were collected by Omron J760,and there were high correlation in SBP and DBP between NC-BPM and Omron J760(r=0.98,0.95,P<0.05).According to the standards of British Hypertension Society(BHS)and the American Association for the Advancement of Medical Instrumentation(AAMI)to conduct grade evaluation,and the proportions of the SBP differences between NC-BPM and CNAP Monitor500 within the ranges of 0~5 mmHg,0~10 mmHg and 0~15 mmHg were respectively 85.01%,97.60%and 99.47%,and the proportions of the DBP differences between them within the three ranges were respectively 84.34%,99.85%and 100%,and the proportions of the MAP differences were respectively 92.66%,99.72%and 99.96%,all of which belonged to BHS grade A.The pressure difference values of measured SBP,DBP and MAP between the two devices were respectively(0.67±5.07)mmHg,(2.43±2.87)mmHg and(1.43±2.89)mmHg,which were within the(5±8)mmHg of AAMI standard range.The proportions of the SBP differences between NC-BPM and Omron J76 within the ranges of 0~5 mmHg,0~10 mmHg and 0~15 mmHg were respectively 79.95%,97.36%and 100%,and the proportions of the DBP differences between them within the three ranges were respectively 89.71%,99.74%and 100%,all of which belonged to BHS grade A.The difference values of systolic and diastolic blood pressures of brachial artery between the two devices were respectively(1.57±4.18)mmHg and(0.57±5.20)mmHg,which were within the(5±8)mmHg of AAMI standard range.Conclusion:The NC-BPM device has passed the first stage of clinical trials in accordance with IEEE standards,which can proceed to the next stage of clinical verification trials.
4.Relationship between body mass index and fat mass percentage in children aged 3-17 years in China
Hongliang WANG ; Peipei XU ; Wei CAO ; Xuehong PANG ; Hui PAN ; Tao XU ; Bowen CHEN ; Yuying WANG ; Zhenyu YANG ; Qian ZHANG ; Wenhua ZHAO
Chinese Journal of Epidemiology 2024;45(11):1501-1506
Objective:To analyze the relationship between body mass index (BMI) and fat mass percentage (FMP) in children aged 3-17 years in China.Methods:The BMI and FMP data of children aged 3-17 years from the National Nutrition and Health Systematic Survey in 0-18 years old children in China was analyzed. BMI- Z score/BMI and FMP were used to classify the subjects, respectively. Spearman correlation was used to analyze the correlation between BMI and FMP. The consistency between BMI- Z score/BMI and FMP in classifying the subjects was measured using Kappa coefficient. Results:The FMP of malnutrition, normal and overweight/obesity in boys was higher in age group 10-13-year than in other age groups (all P<0.001). The FMP of all nutritional status in girls increased with age (all P<0.05). The BMI of boys in all the FMP levels increased with age (all P<0.05). When the FMP of girls was 25%- or ≥30%, BMI increased with age (all P<0.001). The relationship between BMI and FMP was strong ( r=0.705, P<0.001), with r of 0.618 in boys and 0.884 in girls. The consistency between BMI- Z score/BMI and FMP in classifying the subjects was found to be moderate (Kappa=0.574, P<0.001). Conclusions:There was a strong relationship between BMI and FMP. The consistency between BMI- Z score/BMI and FMP in classifying the subjects was moderate.
5.Role and mechanism of CXCL5/CXCR2/VEGF pathway in angiogenesis of HBV-related hepatocellular carcinoma
RAN Xiaoke1 ; LIU Xudong2 ; TAN Weiqiang1 ; PANG Huazhen2 ; YUAN Yuan1 ; LOU Xinfeng1 ; WU Tiexiong1 ; PAN Zhaoquan1
Chinese Journal of Cancer Biotherapy 2024;31(11):1123-1130
[摘 要] 目的:探讨CXCL5/CXCR2/VEGF通路在HBV相关肝癌血管生成过程中的作用及其机制。方法:收集2022年10月至2022年12月间在广西中医药大学附属瑞康医院入院的10例HBV-DNA阳性患者的外周血标本[其中5例肝细胞癌(HCC)和5例肝硬化(LC)],用高通量RNA测序技术检测并筛选差异表达mRNA,用GO富集和KEGG通路分析这些差异表达基因的生物学功能和相关信号通路。常规培养HCC细胞HepG2,用转染试剂将C-X-C基序趋化因子配体5(CXCL5)过表达质粒和对照质粒转染至HepG2细胞中,分为对照组,空载组,250 ng/mL和520 ng/mL CXCL5过表达质粒组。用CCK-8法、ELISA、血管生成实验、qPCR法、WB法和免疫荧光染色技术分别检测过表达CXCL5对HepG2细胞增殖能力、VEGF分泌、成管能力、CXCL5、CXCR2、VEGF mRNA及其蛋白表达,以及VEGF表达的影响。结果:RNA测序结果显示,HCC和LC患者外周血中 mRNA表达存在显著差异。GO富集分析发现,这些差异mRNA的相关基因主要参与细胞发育过程的调控、G蛋白偶联受体活性、细胞外区域的组成和信号受体结合。KEGG通路分析发现,这些异表达基因可能参与细胞因子与受体相互作用通路、cAMP信号通路等与癌症作用机制相关的通路、神经活性配体与受体相关作用的通路、钙相关信号通路。过表达CXCL5可明显促进HepG2细胞的增殖能力(P < 0.05)、VEGF的分泌(P < 0.05)、人脐静脉内皮细胞(HUVEC)的成管能力(P < 0.05)、CXCL5、CXCR2和VEGF mRNA和蛋白的表达(P < 0.05或P < 0.01),以及增强HepG2细胞中VEGF的表达。结论:CXCL5可能通过CXCL5/CXCR2/VEGF轴促进HepG2细胞的增殖和HUVEC的成管能力。
6.Correlation among Serum sMICA,sMICB Levels,Autoantibody Expression and Disease Activity in Patients with Systemic Lupus Erythematosus
Tao RAN ; Feng PAN ; Yonghong WANG ; Hui PANG ; Feng WEN ; Xu CHEN ; Jiacai XIA
Journal of Modern Laboratory Medicine 2024;39(4):100-104,149
Objective To investigate the relationship among circulating soluble major histocompatibility complex class Ⅰ-related chain A(sMICA),soluble major histocompatibility complex class Ⅰ-related chain B(sMICB),the activity of systemic lupus erythematosus(SLE)and autoantibodies.Methods A total of 156 SLE patients(SLE group)and 103 healthy volunteers(control group)who underwent physical examination in outpatient physical examination center were selected from the Qianjiang Hospital Affiliated to Chongqing University from January 2020 to January 2023.According to SLE disease activity score(SLEDAI),these SLE patients were divided into mild activity group(n=43),moderate activity group(n=69),and severe activity group(n=44).Serum levels of sMICA and sMICB,and the proportion of autoantibodies and peripheral blood NK cells were detected.Spearman or Pearson method was used to analyze the correlation among sMICA,sMICB,score,autoantibodies and peripheral blood NK cells proportion.Receiver operating characteristics(ROC)curve was used to evaluate the value of sMICA and sMICB in the diagnosis of SLE activity.Results Serum sMICA(173.65±23.92 pg/ml)and sMICB(96.35±15.74 pg/ml)levels in SLE group were higher than those in control group(32.51±6.27 pg/ml,12.03±2.47 pg/ml),while the proportion of CD3-CD56+NK cells(12.02%±2.65%)in peripheral blood was lower than that in control group(18.35%±3.71%),and the differences were statistically significant(t=58.498,53.897,-16.010,all P<0.05).Serum sMICA and sMICB levels in severe active group were higher than those in moderately active group and mildly active group(t=8.192,12.352;19.652,23.742,all P<0.05),and the proportion of CD3-CD56+NK cells in peripheral blood was lower than that in moderate and mild active groups(t=8.154,10.658,P<0.05).The differences in positive rates of anti-dsDNA antibody,anti-nuclear antibody,anti-nucleosome antibody and anti-histone antibody in SLE patients with different disease activities were significant(x2=8.795,7.216,7.539,8.946,all P<0.05).Serum sMICA and sMICB levels in SLE patients were positively correlated with SLED AI score,anti-dsDNA antibody,anti-nuclear antibody,anti-nucleosome antibody and anti-histone antibody(r=0.206~0.402,all P<0.05),and negatively correlated with the proportion of CD3-CD56+NK cells in peripheral blood(r=-0.563,-0.427,all P<0.05).The areas under the curve of SLE in severe active group diagnosed by sMICA and sMICB alone were 0.652 and 0.704,respectively.The area under the curve of SLE in severe active group diagnosed by sMICA and sMICB combined with SLE was 0.812,which was higher than that by the single diagnosis(Z=3.050,2.346,all P<0.05).Conclusion The increased serum sMICA and sMICB levels in SLE patients were associated with the increased positive rate of SLE autoantibodies,the decreased proportion of NK cells in peripheral blood and the enhanced disease activity,which could be used as potential markers of SLE.
7.Clinical analysis of 14 patients aged ≤ 50 years with high-risk multiple myeloma treated with allogeneic hematopoietic stem cell transplantation
Pan PAN ; Jiali WANG ; Weihua ZHAI ; Qiaoling MA ; Donglin YANG ; Sizhou FENG ; Mingzhe HAN ; Aiming PANG ; Erlie JIANG
Chinese Journal of Hematology 2024;45(1):28-34
Objective:To evaluate the efficacy of allogeneic hematopoietic stem cell transplantation (allo-HSCT) in young patients with high-risk multiple myeloma (HRMM) and analyzed the factors affecting patient prognosis.Methods:In this retrospective study, we analyzed the clinical data of 14 patients with HRMM with cytogenetic abnormalities or high-risk biological factors who underwent allo-HSCT at the Hematopoietic Stem Cell Transplantation Center of the Institute of Hematology & Blood Diseases Hospital between November 2016 and November 2022.Results:There were seven males and seven females included in the study, with a median age of 39.5 (31-50) years at the time of allo-HSCT. The median number of treatment lines before transplantation was 2 (1-6) . Before allo-HSCT, 42.9% (6/14) of the patients did not achieve complete remission, while 35.7% (5/14) of the patients achieved measurable residual disease positivity. After transplantation, all patients were evaluated for their treatment response, and the overall response rate was 100% (14/14) . All 14 patients successfully underwent allo-HSCT, with median engraftment times for neutrophils and platelets of 11 (10-14) days and 13 (9-103) days, respectively. Acute grade Ⅱ-Ⅳ graft-versus-host disease (GVHD) occurred in five patients (35.7%) , and two patients (14.3%) developed moderate-to-severe chronic GVHD. The median follow-up time after allo-HSCT was 18.93 (4.10-72.53) months, with an expected 2-year transplant-related mortality rate of 7.1% (95% CI 0%-21.1%) and an expected 2-year overall survival rate of 92.9% (95% CI 80.3%–100.0%) . Moreover, the expected 1-year and 2-year progression-free survival rates were 92.9% (95% CI 80.3%-100.0%) and 66.0% (95% CI 39.4%-100.0%) , respectively, and the 2-year cumulative incidence of relapse was 28.9% (95% CI 0%-56.7%) . Upfront allo-HSCT following complete remission after induced therapy and the presence of chronic GVHD might be favorable prognostic factors. Conclusion:allo-HSCT is an effective treatment for improving the prognosis of young patients with HRMM.
8.Treatment status of tyrosine kinase inhibitor for newly-diagnosed chronic myeloid leukemia: a domestic multi-centre retrospective real-world study
Xiaoshuai ZHANG ; Bingcheng LIU ; Xin DU ; Yanli ZHANG ; Na XU ; Xiaoli LIU ; Weiming LI ; Hai LIN ; Rong LIANG ; Chunyan CHEN ; Jian HUANG ; Yunfan YANG ; Huanling ZHU ; Ling PAN ; Xiaodong WANG ; Guohui LI ; Zhuogang LIU ; Yanqing ZHANG ; Zhenfang LIU ; Jianda HU ; Chunshui LIU ; Fei LI ; Wei YANG ; Li MENG ; Yanqiu HAN ; Li'e LIN ; Zhenyu ZHAO ; Chuanqing TU ; Caifeng ZHENG ; Yanliang BAI ; Zeping ZHOU ; Suning CHEN ; Huiying QIU ; Lijie YANG ; Xiuli SUN ; Hui SUN ; Li ZHOU ; Zelin LIU ; Danyu WANG ; Jianxin GUO ; Liping PANG ; Qingshu ZENG ; Xiaohui SUO ; Weihua ZHANG ; Yuanjun ZHENG ; Qian JIANG
Chinese Journal of Hematology 2024;45(3):215-224
Objective:To retrospectively analyze the treatment status of tyrosine kinase inhibitors (TKI) in newly diagnosed patients with chronic myeloid leukemia (CML) in China.Methods:Data of chronic phase (CP) and accelerated phase (AP) CML patients diagnosed from January 2006 to December 2022 from 77 centers, ≥18 years old, and receiving initial imatinib, nilotinib, dasatinib or flumatinib-therapy within 6 months after diagnosis in China with complete data were retrospectively interrogated. The choice of initial TKI, current TKI medications, treatment switch and reasons, treatment responses and outcomes as well as the variables associated with them were analyzed.Results:6 893 patients in CP ( n=6 453, 93.6%) or AP ( n=440, 6.4%) receiving initial imatinib ( n=4 906, 71.2%), nilotinib ( n=1 157, 16.8%), dasatinib ( n=298, 4.3%) or flumatinib ( n=532, 7.2%) -therapy. With the median follow-up of 43 ( IQR 22-75) months, 1 581 (22.9%) patients switched TKI due to resistance ( n=1 055, 15.3%), intolerance ( n=248, 3.6%), pursuit of better efficacy ( n=168, 2.4%), economic or other reasons ( n=110, 1.6%). The frequency of switching TKI in AP patients was significantly-higher than that in CP patients (44.1% vs 21.5%, P<0.001), and more AP patients switched TKI due to resistance than CP patients (75.3% vs 66.1%, P=0.011). Multi-variable analyses showed that male, lower HGB concentration and ELTS intermediate/high-risk cohort were associated with lower cytogenetic and molecular responses rate and poor outcomes in CP patients; higher WBC count and initial the second-generation TKI treatment, the higher response rates; Ph + ACA at diagnosis, poor PFS. However, Sokal intermediate/high-risk cohort was only significantly-associated with lower CCyR and MMR rates and the poor PFS. Lower HGB concentration and larger spleen size were significantly-associated with the lower cytogenetic and molecular response rates in AP patients; initial the second-generation TKI treatment, the higher treatment response rates; lower PLT count, higher blasts and Ph + ACA, poorer TFS; Ph + ACA, poorer OS. Conclusion:At present, the vast majority of newly-diagnosed CML-CP or AP patients could benefit from TKI treatment in the long term with the good treatment responses and survival outcomes.
9.Preliminary application of participatory bilingual teaching in nuclear medicine teaching
Dong DUAN ; Xiaomei PAN ; Hua PANG ; Lili GUAN ; Jie WANG
Chinese Journal of Medical Education Research 2024;23(8):1046-1049
Objective:To investigate the feasibility and value of participatory bilingual teaching in nuclear medicine teaching.Methods:With the same chapter of Nuclear Medicine as the teaching contents, the traditional method of cramming bilingual teaching was used for the clinical medical students in the class of 2014 of the seven-year program and the five-year program, and the method of participatory bilingual teaching was used for the students in the class of 2015. The methods of periodical achievement test, questionnaire survey, and final examination were used to evaluate the teaching effect of the above two teaching modes.Results:In the periodical achievement test, the participatory bilingual teaching group had significantly higher scores than the cramming teaching group in terms of mean score, case analysis, and English questions [seven-year program: (82.13±10.72), (35.74±4.13), and (23.03±3.40) vs. (79.21±11.31), (33.86±5.23), and (22.12±2.75), P<0.05; five-year program: (78.66±12.75), (34.30±5.59), and (22.45±2.91) vs. (75.29±10.81), (32.70±6.04), and (21.36±3.09), P<0.05]. The questionnaire survey showed that participatory bilingual teaching had a better degree of satisfaction than cramming teaching. The participatory bilingual teaching group had a better score than the cramming teaching group in the final examination, but with no significant difference between the two groups. Conclusions:In the teaching of nuclear medicine, the participatory bilingual teaching mode can significantly improve teaching effect and achieve the teaching goal efficiently.
10.Clinical study on the effect of the intervention of ginger baixiao moxibustion combined with probiotics to promote postoperative recovery of colorectal cancer
Danting TAN ; Yonghui PANG ; Hongqun ZUO ; Yi PAN ; Yihai ZHAI ; Hua HONG
Chinese Journal of Practical Nursing 2024;40(16):1214-1221
Objective:To explore the effects of the intervention of ginger baixiao moxibustion combined with probiotics on immune function, liver and kidney function of colorectal cancer patients after surgery, so as to provide a theoretical basis for clinical intervention methods to promote postoperative rehabilitation of patients.Methods:This study was a randomized controlled trial, and 180 patients with colorectal cancer radical resection from the Cancer Hospital of Guangxi Medical University were randomly divided into 4 groups, namely control group, probiotic group, ginger baixiao moxibustion group, and combination group, with 45 cases in each group. The control group was given routine nursing before and after surgery. In the probiotic group, probiotics were used for 3 d in routine preoperative care and 4 d from the first day after surgery. The preoperative routine care of the ginger baixiao moxibustion group was supplemented by ginger baixiao moxibustion for 3 d, and the intervention was carried out on the first day after surgery for 4 d. The combined group was treated with probiotics before and after surgery, and the specific intervention methods were the same as those of the probiotics group and the ginger baixiao moxibustion group. The differences in postoperative immune function, liver and kidney function and and other indexes among the four groups were compared.Results:Forty-five cases were ultimately selected from each of the 4 groups. There were 31 males and 14 females, aged (56.67 ± 10.13) years old in the control group. There were 27 males and 18 females, aged (55.33 ± 13.02) years old in the probiotic group. There were 20 males and 25 females, aged (57.87 ± 12.43) years old in the ginger baixiao moxibustion group. There were 26 males and 19 females, aged (57.67 ± 11.63) years old in the combination group. The IgA at 5 d after the operation in the control group, the probiotic group, the ginger baixiao moxibustion group and the combined group were (1.46 ± 0.42), (1.71 ± 0.49), (1.72 ± 0.58), (1.97 ± 0.72) g/L, and the IgM were (0.96 ± 0.20), (1.13 ± 0.33), (1.11 ± 0.35), (1.18 ± 0.52) g/L, and the IgG were (8.45 ± 1.68), (9.57 ± 1.71), (9.41 ± 2.14), (10.40 ± 2.16) g/L, and the differences among the four groups were statistically significant ( F=6.20, 10.64, 7.69, all P<0.05). The CD3 + values at 5 d after the operation in the control group, the probiotic group, the ginger baixiao moxibustion group and the combined group were 0.616 ± 0.094, 0.671 ± 0.101, 0.653 ± 0.119, 0.723 ± 0.091, and CD4 + were 0.408 ± 0.060, 0.444 ± 0.063, 0.441 ± 0.103, 0.483 ± 0.069, and CD4 +/CD8 + were 2.173 ± 0.715, 2.367 ± 0.963, 2.204 ± 1.137, 2.803 ± 1.064, and the differences among the four groups were statistically significant ( F=8.58, 7.43, 3.93, all P<0.05). The alanine aminotransferases at 5 d after the operation in the control group, the probiotic group, the ginger baixiao moxibustion group and the combined group were (16.22 ± 11.56), (15.87 ± 10.69), (12.91 ± 7.45), (11.31 ± 8.31) U/L, and the aspartate aminotransferases were (26.13 ± 7.97), (25.84 ± 7.89), (25.67 ± 10.85), (21.84 ± 5.51) U/L, and the differences among the four groups were statistically significant ( F=2.71, 2.70, both P<0.05). Conclusions:The combination of ginger baixiao moxibustion and probiotics intervention can effectively improve the immune function of colorectal cancer patients after surgery, and improve the liver function and other indexes of patients to a certain extent, so as to benefit patients.

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