1.New insights into translational research in Alzheimer's disease guided by artificial intelligence, computational and systems biology.
Shulan JIANG ; Zixi TIAN ; Yuchen YANG ; Xiang LI ; Feiyan ZHOU ; Jianhua CHENG ; Jihui LYU ; Tingting GAO ; Ping ZHANG ; Hongbin HAN ; Zhiqian TONG
Acta Pharmaceutica Sinica B 2025;15(10):5099-5126
Alzheimer's disease (AD) is characterized by cognitive and functional deterioration, with pathological features such as amyloid-beta (Aβ) aggregates in the extracellular spaces of parenchymal neurons and intracellular neurofibrillary tangles formed by the hyperphosphorylation of tau protein. Despite a thorough investigation, current treatments targeting the reduction of Aβ production, promotion of its clearance, and inhibition of tau protein phosphorylation and aggregation have not met clinical expectations, posing a substantial obstacle in the development of drugs for AD. Recently, artificial intelligence (AI), computational biology (CB), and systems biology (SB) have emerged as promising methodologies in AD research. Their capacity to analyze extensive and varied datasets facilitates the identification of intricate patterns, thereby enriching our comprehension of AD pathology. This paper provides a comprehensive examination of the utilization of AI, CB, and SB in the diagnosis of AD, including the use of imaging omics for early detection, drug discovery methods such as lecanemab, and complementary therapies like phototherapy. This review offers novel perspectives and potential avenues for further research in the realm of translational AD studies.
2.Expert consensus on peri-implant keratinized mucosa augmentation at second-stage surgery.
Shiwen ZHANG ; Rui SHENG ; Zhen FAN ; Fang WANG ; Ping DI ; Junyu SHI ; Duohong ZOU ; Dehua LI ; Yufeng ZHANG ; Zhuofan CHEN ; Guoli YANG ; Wei GENG ; Lin WANG ; Jian ZHANG ; Yuanding HUANG ; Baohong ZHAO ; Chunbo TANG ; Dong WU ; Shulan XU ; Cheng YANG ; Yongbin MOU ; Jiacai HE ; Xingmei YANG ; Zhen TAN ; Xiaoxiao CAI ; Jiang CHEN ; Hongchang LAI ; Zuolin WANG ; Quan YUAN
International Journal of Oral Science 2025;17(1):51-51
Peri-implant keratinized mucosa (PIKM) augmentation refers to surgical procedures aimed at increasing the width of PIKM. Consensus reports emphasize the necessity of maintaining a minimum width of PIKM to ensure long-term peri-implant health. Currently, several surgical techniques have been validated for their effectiveness in increasing PIKM. However, the selection and application of PIKM augmentation methods may present challenges for dental practitioners due to heterogeneity in surgical techniques, variations in clinical scenarios, and anatomical differences. Therefore, clear guidelines and considerations for PIKM augmentation are needed. This expert consensus focuses on the commonly employed surgical techniques for PIKM augmentation and the factors influencing their selection at second-stage surgery. It aims to establish a standardized framework for assessing, planning, and executing PIKM augmentation procedures, with the goal of offering evidence-based guidance to enhance the predictability and success of PIKM augmentation.
Humans
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Consensus
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Dental Implants
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Mouth Mucosa/surgery*
;
Keratins
3.The past, present and future of tuberculosis treatment.
Kefan BI ; Dan CAO ; Cheng DING ; Shuihua LU ; Hongzhou LU ; Guangyu ZHANG ; Wenhong ZHANG ; Liang LI ; Kaijin XU ; Lanjuan LI ; Ying ZHANG
Journal of Zhejiang University. Medical sciences 2023;51(6):657-668
Tuberculosis (TB) is an ancient infectious disease. Before the availability of effective drug therapy, it had high morbidity and mortality. In the past 100 years, the discovery of revolutionary anti-TB drugs such as streptomycin, isoniazid, pyrazinamide, ethambutol and rifampicin, along with drug combination treatment, has greatly improved TB control globally. As anti-TB drugs were widely used, multidrug-resistant (MDR) and extensively drug-resistant (XDR) strains of Mycobacterium tuberculosis emerged due to acquired genetic mutations, and this now presents a major problem for effective treatment. Genes associated with drug resistance have been identified, including katG mutations in isoniazid resistance, rpoB mutations in rifampin resistance, pncA mutations in pyrazinamide resistance, and gyrA mutations in quinolone resistance. The major mechanisms of drug resistance include loss of enzyme activity in prodrug activation, drug target alteration, overexpression of drug target, and overexpression of the efflux pump. During the disease process, Mycobacterium tuberculosis may reside in different microenvironments where it is expose to acidic pH, low oxygen, reactive oxygen species and anti-TB drugs, which can facilitate the development of non-replicating persisters and promote bacterial survival. The mechanisms of persister formation may include toxin-antitoxin (TA) modules, DNA protection and repair, protein degradation such as trans-translation, efflux, and altered metabolism. In recent years, the use of new anti-TB drugs, repurposed drugs, and their drug combinations has greatly improved treatment outcomes in patients with both drug-susceptible TB and MDR/XDR-TB. The importance of developing more effective drugs targeting persisters of Mycobacterium tuberculosis is emphasized. In addition, host-directed therapeutics using both conventional drugs and herbal medicines for more effective TB treatment should also be explored. In this article, we review historical aspects of the research on anti-TB drugs and discuss the current understanding and treatments of drug resistant and persistent tuberculosis to inform future therapeutic development.
Humans
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Pyrazinamide/therapeutic use*
;
Isoniazid/therapeutic use*
;
Antitubercular Agents/therapeutic use*
;
Tuberculosis, Multidrug-Resistant/microbiology*
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Mycobacterium tuberculosis/genetics*
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Tuberculosis/drug therapy*
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Rifampin/therapeutic use*
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Mutation
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Drug Resistance, Multiple, Bacterial/genetics*
4.Baseline NIHSS score and D-dimer in early prediction of large vessel occlusion in patients with acute ischemic stroke
Gang ZHANG ; Deliang HU ; Shulan ZHOU ; Lina MAO ; Lili JIANG ; Jinsong ZHANG ; Xufeng CHEN ; Gannan WANG ; Lei JIANG
Chinese Journal of Emergency Medicine 2023;32(2):236-240
Objective:Early identification of ischemic stroke patients with large vessel occlusion can improve referral efficiency and shorten reperfusion time. The purpose of this study was to analyze the characteristics of patients with large vessel occlusion and identify factors that could predict large vessel occlusion.Methods:The clinical data of 432 patients with ischemic stroke treated through emergency green channel were retrospectively analyzed, and the differences between the large vessel occlusion group (LVO group) and the non-large vessel occlusion group (non-LVO group) were compared, and two independent risk factors of the LVO group were screened out by logistics regression analysis: baseline NIHSS score and D-dimer value. The predicted cutoff values of NIHSS score and D-dimer were further determined by the receiver operating characteristic (ROC) curve.Results:A total of 432 patients with ischemic stroke had complete imaging data, with a mean age of 68.5±12.4 years, including 275 (63.7%) males, and 245 (56.7%) in the LVO group and 187 (43.3%) in the non-LVO group. Age, hemorrhagic transformation, thrombolytic therapy, endovascular treatment, atrial fibrillation, baseline NIHSS score [14.0 (6.0-20.0) vs. 3.0 (1.0-6.0), P<0.05], and D-dimer value at admission [0.9(0.4-2.3) mg/L vs. 0.3 (0.2-0.5)mg/L, P<0.05] were statistically significant different between the two groups. Multivariate Logistic regression analysis showed that higher baseline NIHSS score( OR=1.22,95% CI: 1.17-1.27)and higher D-dimer value( OR=3.10,95% CI: 2.14-4.47)were independent risk factors for large vessel occlusion. Baseline NIHSS score combined with D-dimer value was a good predictor of large vessel occlusion(AUC 0.85 [0.81-0.89]). ROC curve suggested that NIHSS score >6.5 and D-dimer >0.57 mg/L were the cutoff values for predicting large vessel occlusion. Conclusions:Higher baseline NIHSS score and D-dimer value are valuable for early prediction of large vessel occlusion, patients with NIHSS score >6.5 points and D-dimer >0.57 mg/L should be promptly transported to an advanced stroke center for treatment.
5.Preliminary study on the clinical application of four cytokines in serum of autoimmune diseases
Wei LI ; Ziyan WU ; Leili MAO ; Xinyao ZHANG ; Songxin YAN ; Honglin XU ; Futai FENG ; Shulan ZHANG ; Yongzhe LI
Chinese Journal of Laboratory Medicine 2023;46(11):1173-1179
Objectives:the purpose of this study was to systematically evaluate the clinical value of cytokines in autoimmune diseases (AID). It was a kind of complex disease, and its pathogenesis involved cytokines, autoantibodies, immune cells and other immune factors. Especially some AID, such as Adult still′s disease (AOSD) and Takayasu arteritis(TA), had no specific biomarkers at present. This study was a retrospective case-control study.Methods:the data of tumor necrosis factor-α (TNF-α), interleukin-6 (IL-6), interleukin-8(IL-8) and interleukin-10(IL-10) in 834 AID patients from January 2019 to August 2022 were collected, and the serum levels of those cytokines in 30 healthy controls (HC) were detected at the same time. And AOSD, TA, systemic lupus erythematosus (SLE) and Behcet′s syndrome (BS) were divided into active group and inactive group. In addition, we also made a subgroup analysis of two important organs involved in SLE (kidney and nervous system). GraphPad Prism 9 and R 4.2.2 software were used. Nonparametric tests (Kruskal-Wallis H test, Mann-Whitney U test) were used to compare the differences among groups, and Dunn′s method was used to correct the false positive caused by multiple tests. Results:To compare the level of IL-6 in each group, except Behcet syndrome (BS) group and antiphospholipid syndrome (APS) group, the serum IL-6 level of AID group was higher than that of HC group, with antineutrophil cytoplasmic antibodies associated vasculitis(AAV) [3.85(2.00,8.55) pg/ml], idiopathic inflammatory myopathies(IIM) [7.80(2.50,6.50)pg/ml], IgG4-related disease(IgG4RD) [3.65(2.08,12.83) pg/ml], rheumatoid arthritis (RA) [5.50(2.20,16.10) pg/ml], SLE[4.70(2.75,16.55) pg/ml], Sj?gren syndrome(SS) [3.20(2.00,8.90) pg/ml], systemic sclerosis(SSc) [2.70(2.00,8.90) pg/ml], TA[3.40 (2.00,6.50) pg/ml], other AID diseases[4.40(2.00,11.10) pg/ml], especially AOSD [15.20(2.10, 39.20) pg/ml]. After correction, the differences were statistically significant ( P c<0.05). At the same time, the levels of serum TNF-α [7.40(5.60,10.95) pg/ml]and IL-10 [5.00(5.00, 7.58) pg/ml] in AOSD group were significantly higher than those in HC group[7.15(5.93,8.00) pg/ml,5.00(5.00,5.00) pg/ml] after correction ( P c<0.05). At the same time, the levels of serum TNF-α and IL-10 in AOSD group were higher than those in HC group. The serum levels of IL-6 and IL-8 in patients with active AOSD, BS, SLE and TA were significantly higher than those in patients without active disease (all P<0.05). In addition, the level of serum IL-8 in lupus nephritis group was significantly higher than that in non-lupus nephritis group ( P<0.05). At the same time, the serum levels of IL-6, IL-8 and TNF-α in neuropsychiatric lupus erythematosus group were significantly higher than those in non-neuropsychiatric lupus erythematosus group ( P<0.05), but there was no significant difference in IL-10 between neuropsychiatric lupus group and non-neuropsychiatric lupus erythematosus group. Conclusions:there was a close relationship between AID and cytokines. At present, the change of serum IL-6 level was the most classic one in clinical routine.
6.Value of subtypes of antimitochondrial antibodies in primary biliary cholangitis
Hongyan YANG ; Liling ZHAO ; Shulan ZHANG ; Zhaojun HU ; Xiaofeng ZENG ; Fengchun ZHANG
Chinese Journal of Rheumatology 2021;25(8):525-528
Objective:To investigate the distribution and clinical significance of subtypes of antimitochondrial antibodies (AMA)-M2, M4, M9 in primary biliary cholangitis (PBC).Methods:A total of 1 367 patients were detected with AMA-M2, M4, M9 in Peking Union Medical College Hospital (PUMCH) from Jan 2014 to Dec 2019 and the clinical parameters were collected. The distribution patterns of AMA subtypes in different groups were analyzed and the diagnostic sensitivity and specificity of AMA subtypes in PBC were calculated. Chi-square test was used for statistical analysis.Results:In 1 367 patients, 236 of whom were positive for AMA subtypes. The positivity of AMA subtypes in female was significantly higher than in male (20.34% vs 9.41%, χ2=23.792, P<0.01). In addition, the positivity of AMA subtypes was significantly higher in 30-65 years old patients than in patients younger than 30 years old or older than 65 years old [(20.00%(193/965) vs 10.97%(17/155) vs 10.53%(26/247), χ2=17.209, P<0.01]. 110 patients with positive AMA subtypes were diagnosed with PBC. The diagnostic sensitivity and specificity of AMA-M2 were both desirable [94.64%(106/112) and 92.35%(1 159/1 255)]. Although the specificity of AMA-M4 was as high as 99.12%(1 244/1 255), its sensitivity was very low [15.18%(17/122)]. Combined detection of different AMA subtypes could not improve the diagnostic sensitivity and specificity significantly. Diseases other than PBC can be positive for AMA subtypes, predominantly for AMA-M2. Conclusion:Female and 30-65 years old patients were more frequently positive for AMA subtypes. AMA-M2 was the most valuable AMA subtype for diagnosing PBC.
7.Intelligence-aided diagnosis of Parkinson's disease with rapid eye movement sleep behavior disorder based on few-channel electroencephalogram and time-frequency deep network.
Weifeng ZHONG ; Zhi LI ; Yan LIU ; Chenchen CHENG ; Yue WANG ; Li ZHANG ; Shulan XU ; Xu JIANG ; Jun ZHU ; Yakang DAI
Journal of Biomedical Engineering 2021;38(6):1043-1053
Aiming at the limitations of clinical diagnosis of Parkinson's disease (PD) with rapid eye movement sleep behavior disorder (RBD), in order to improve the accuracy of diagnosis, an intelligent-aided diagnosis method based on few-channel electroencephalogram (EEG) and time-frequency deep network is proposed for PD with RBD. Firstly, in order to improve the speed of the operation and robustness of the algorithm, the 6-channel scalp EEG of each subject were segmented with the same time-window. Secondly, the model of time-frequency deep network was constructed and trained with time-window EEG data to obtain the segmentation-based classification result. Finally, the output of time-frequency deep network was postprocessed to obtain the subject-based diagnosis result. Polysomnography (PSG) of 60 patients, including 30 idiopathic PD and 30 PD with RBD, were collected by Nanjing Brain Hospital Affiliated to Nanjing Medical University and the doctor's detection results of PSG were taken as the gold standard in our study. The accuracy of the segmentation-based classification was 0.902 4 in the validation set. The accuracy of the subject-based classification was 0.933 3 in the test set. Compared with the RBD screening questionnaire (RBDSQ), the novel approach has clinical application value.
Electroencephalography
;
Humans
;
Intelligence
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Parkinson Disease/diagnosis*
;
Polysomnography
;
REM Sleep Behavior Disorder/diagnosis*
8.Exploration and practice for promoting scientific and technological achievements transformation in a large comprehensive hospital
Ying ZHAO ; Jinyuan ZHANG ; Chunjuan REN ; Chi SONG ; Qin FAN ; Shulan YUAN
Chinese Journal of Medical Science Research Management 2020;33(4):273-276
Objective:To explore the innovative measures of scientific and technological achievements transformation in hospital by taking the practical experience of scientific and technological achievements transformation of West China Hospital of Sichuan University (WCH).Methods:The data of patents and technological achievements transformation of WCH was analyzed.Results:WCH applied for 1 800 patents and granted 1 145 during January 2015 and December 2019. By 2019, the conversion rate of scientific and technological achievements of WCH reached 14%.Conclusions:WCH has achieved remarkable results in promoting the scientific and technological achievements transformation through a series of innovative explorations and practices, including building professional technology transfer organizations and teams, establishing achievement transformation incentive policies, developing technology transformation standard process and regulations, creating a positive atmosphere of achievement transformation , as well as actively cultivating high-value patents.
9. Early antiviral therapy of abidor combined with lopinavir/ritonavir and re-combinant interferonα-2b in patients with novel coronavirus pneumonia in Zhejiang: A multicenter and prospective study
Runan WEI ; Nanhong ZHENG ; Xiangao JIANG ; Chunlian MA ; Xiaowei XU ; Shourong LIU ; Yongping CHEN ; Kaijin XU ; Hainv GAO ; Jiansheng ZHU ; Qiang SHU ; Jifang SHENG ; Xiaoqiang ZHANG ; Minghui LI ; Yan ZHANG ; Mengjie MA ; Xuan ZHANG ; Shibo LI ; Qiujing WANG ; Lingjun YING ; Yongjun ZHANG ; Yunzhen SHI ; Lingyan FAN ; Wanjun YU ; Huaying WANG ; Dandan SUN ; Xiaodong WANG ; Jichan SHI ; Yinghu CHEN ; Xinsheng XIE ; Yunqing CHEN ; Weihong WANG ; Zhaowei TONG ; Lingling TANG ; Mengfei ZHU ; Lingjian ZHANG ; Lanjuan LI
Chinese Journal of Clinical Infectious Diseases 2020;13(0):E010-E010
Objective:
Comparing the benefit of Abidor, lopinavir/ritonavir and recombinant interferon α-2b triple combination antiviral therapy and lopinavir/ritonavir and interferon dual combination antiviral therapy to hospitalized novel coronavirus pneumonia 2019 in Zhejiang province.
Methods:
A multi-center prospective study was carried out to compare the effect of triple combination antiviral therapy with dual combination antiviral therapy in 15 medical institutions of Zhejiang Province. All patients were treated with recombinant interferon α-2b (5 million U, 2 times/d) aerosol inhalation. 196 patients were treated with abidol (200 mg, 3 times/d) + lopinavir / ritonavir (2 tablets, 1 time/12 h) as the triple combination antiviral treatment group. 41 patients were treated with lopinavir / ritonavir (2 tablets, 1 time/12 h) as the dual combination antiviral treatment group. The patients who received triple combination antiviral therapy were divided into three groups: within 48 hours, 3-5 days and > 5 days after the symptom onset. To explore the therapeutic effects of triple combination antiviral drugs and dual combination antiviral drugs, as well as triple combination antiviral drugs with different antiviral initiate time. SPSS17.0 software was used to analyze the data.
Results:
The time of virus nucleic acid turning negative was (12.2 ± 4.7) days in the triple combination antiviral drug group, which was shorter than that in the dual combination antiviral drug group [(15.0 ± 5.0) days] (
10.Determination of Cyclohexene in workplace air by Solvent desorption gas chromatography
Mengmeng LIU ; Jian ZHANG ; Waochao ZHANG ; Shulan ZHAO ; Qiang ZENG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(5):381-384
Objective:To establish a solvent desorption gas chromatography method for determination of cyclohexene in workplace air.Methods:Cyclohexene in the air of workplace was collected with carbon tube and desorbed by carbon disulfide. The target toxicant was separated with the GC column and analyzed with FID detector, identified by retention time, and quantified by peak area.Results:The linear range of cyclohexene in the air of workplace was 0.77~4 050.00 μg/ml, with a correlation coefficient of 0.9999. The limit of detection was 0.23 μg/ml. The lower limit of quantification was 0.77 μg/ml. The minimum detectable concentration was 0.15 mg/m 3 under1.5 L sampling volume and 1.0 ml extraction solution volume. The within-run precision of different cyclohexene concentrations was 0.62%~1.9% and the between-run precisions was 1.5%~3.5%; The average extraction efficiency was 96.4%; Penetration capacity (100 mg of carbon tube) was 29.4 mg; The average collection efficiency was 100%; The samples could be stored for 7 days at room temperature. When placed in 4 ℃ refrigerator, the samples could be stored for 14 days. The potential coexistence of cyclohexane, hexane, benzene, toluene and ethylbenzene with cyclohexene in the air did not interfere with the results of determination. Conclusion:This method has high sensitivity, precision, accuracy and lower limit of detection and it is applicable for determination of cyclohexene in workplace air.

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