1.Comparison of short-term clinical efficacy between CO external fixation and internal fixation with steel plate in the treatment of unstable distal radius fractures.
Min-Rui FU ; Chang-Long SHI ; Yong-Zhong CHENG ; Ming-Ming MA ; Zheng-Lin NIU ; Hai-Xiang SUN ; Jing-Hua GAO ; Zhong-Kai WU ; Yi-Ming XU
China Journal of Orthopaedics and Traumatology 2025;38(1):10-17
OBJECTIVE:
To evaluate the short-term clinical efficacy of external fixation and internal fixation with steel plate in the treatment of unstable distal radius fractures (AO-23C type), based on the principles of Chinese osteosynthesis (CO).
METHODS:
Forty-eight patients with unstable distal radius fractures between January 2022 and February 2023 were retrospectively analyzed and divided into the CO external fixation group and internal fixation group. CO external fixation group consisted of 25 patients, including 7 males and 18 females, aged from 37 to 56 years old with an average of ( 52.6±11.3) years old. Among them, there were 7 patients of traffic accidents and 18 patients of falls, resulting in a total of 25 patients of closed fractures and no open fractures, the treatment was conducted using closed reduction and CO external fixation. The internal fixation group consisted of 23 patients, comprising 8 males and 15 females, age ranged from 41 to 59 years old, with an average age of(53.3±13.7) years old. Among them, 8 patients resulted from car accidents while the remaining 15 patients were caused by falls. All 23 patients were closed fractures without any open fractures observed. The technique of open reduction and internal fixation with steel plate was employed. The perioperative data, including injury-operation time, operation duration, blood loss, and length of hospital stay, were assessed in both groups. Additionally, the QuickDASH score and visual analogue scale (VAS) were evaluated. Range of motion and grip strength assessment, imaging findings such as palmar inclination angle, ulnar declination angle, radius length, articular surface step, intra-articular space measurements were also examined along with any complications.
RESULTS:
The follow-up duration ranged from 0 to 24 months, with an average duration of (16.0±3.8) months. The CO external fixation exhibited significantly shorter time from injury to operation (2.4±3.3) d vs (7.4±3.7) d, shorter operation duration (56.27±15.23) min vs (74.10±5.26) min, lower blood loss (14.52±6.54) ml vs (32.32±10.03) ml, and reduced hospitalization days (14.04±3.24 )d vs (16.45±3.05) d compared to the internal fixation group (P<0.05). The QuickDASH score at 12 months post-operation was (8.21±1.64) in the CO external fixation group, while no significant difference was observed in the internal fixation group (7.04±3.64), P>0.05. There were no statistically significant differences in VAS between two groups at 6 weeks, as well as 1 and 3 months post-surgery (P>0.05). Additionally, there were no significant disparities observed in terms of range of motion and grip strength between two groups at the 2-year follow-up after the operation (P>0.05). After 12 months of surgery, the CO external fixation group exhibited a significantly smaller palmar inclination angle (17.90±2.18) ° vs (19.87±3.21) °, reduced articular surface step (0.11±0.03) mm vs (0.17±0.02) mm, and shorter radius length (8.16±1.11) mm compared to the internal fixation group (9.59±1.02) mm, P<0.05. The ulnar deviation angle and intra-articular space did not show any significant difference between two groups (P>0.05). The reduced fell within the allowable range between the CO external fixation group (23 out of 25 cases) and the internal fixation group (21 out of 23 cases) was not statistically significant (P=0.29). There was no significant difference in complications between the two groups(P>0.05).
CONCLUSION
Both the CO external fixation and open reduction with plate internal fixation demonstrate clinical efficacy in managing unstable distal radius fractures. The CO external fixation offers advantages in shorter injury-to-operation times, reduced intraoperative blood loss, and decreased surgical durations, while radial shortening is more effectively controlled by internal fixation.
Humans
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Male
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Female
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Middle Aged
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Radius Fractures/physiopathology*
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Adult
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Bone Plates
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Fracture Fixation, Internal/methods*
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External Fixators
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Retrospective Studies
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Fracture Fixation/methods*
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Wrist Fractures
2.Genome-wide investigation of transcription factor footprints and dynamics using cFOOT-seq.
Heng WANG ; Ang WU ; Meng-Chen YANG ; Di ZHOU ; Xiyang CHEN ; Zhifei SHI ; Yiqun ZHANG ; Yu-Xin LIU ; Kai CHEN ; Xiaosong WANG ; Xiao-Fang CHENG ; Baodan HE ; Yutao FU ; Lan KANG ; Yujun HOU ; Kun CHEN ; Shan BIAN ; Juan TANG ; Jianhuang XUE ; Chenfei WANG ; Xiaoyu LIU ; Jiejun SHI ; Shaorong GAO ; Jia-Min ZHANG
Protein & Cell 2025;16(11):932-952
Gene regulation relies on the precise binding of transcription factors (TFs) at regulatory elements, but simultaneously detecting hundreds of TFs on chromatin is challenging. We developed cFOOT-seq, a cytosine deaminase-based TF footprinting assay, for high-resolution, quantitative genome-wide assessment of TF binding in both open and closed chromatin regions, even with small cell numbers. By utilizing the dsDNA deaminase SsdAtox, cFOOT-seq converts accessible cytosines to uracil while preserving genomic integrity, making it compatible with techniques like ATAC-seq for sensitive and cost-effective detection of TF occupancy at the single-molecule and single-cell level. Our approach enables the delineation of TF footprints, quantification of occupancy, and examination of chromatin influences on TF binding. Notably, cFOOT-seq, combined with FootTrack analysis, enables de novo prediction of TF binding sites and tracking of TF occupancy dynamics. We demonstrate its application in capturing cell type-specific TFs, analyzing TF dynamics during reprogramming, and revealing TF dependencies on chromatin remodelers. Overall, cFOOT-seq represents a robust approach for investigating the genome-wide dynamics of TF occupancy and elucidating the cis-regulatory architecture underlying gene regulation.
Transcription Factors/genetics*
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Humans
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Chromatin/genetics*
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Animals
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Binding Sites
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Mice
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DNA Footprinting/methods*
3.Pathogenesis and treatment strategies for infectious keratitis: Exploring antibiotics, antimicrobial peptides, nanotechnology, and emerging therapies.
Man YU ; Ling LI ; Yijun LIU ; Ting WANG ; Huan LI ; Chen SHI ; Xiaoxin GUO ; Weijia WU ; Chengzi GAN ; Mingze LI ; Jiaxu HONG ; Kai DONG ; Bo GONG
Journal of Pharmaceutical Analysis 2025;15(9):101250-101250
Infectious keratitis (IK) is a leading cause of blindness worldwide, primarily resulting from improper contact lens use, trauma, and a compromised immune response. The pathogenic microorganisms responsible for IK include bacteria, fungi, viruses, and Acanthamoeba. This review examines standard therapeutic agents for treating IK, including broad-spectrum empiric antibiotics for bacterial keratitis (BK), antifungals such as voriconazole and natamycin for fungal infections, and antiviral nucleoside analogues for viral keratitis (VK). Additionally, this review discusses therapeutic agents, such as polyhexamethylene biguanide (PHMB), for the treatment of Acanthamoeba keratitis (AK). The review also addresses emerging drugs and the challenges associated with their clinical application, including anti-biofilm agents that combat drug resistance and nuclear factor kappa-B (NF-κB) pathway-targeted therapies to mitigate inflammation. Furthermore, methods of Photodynamic Antimicrobial Therapy (PDAT) are explored. This review underscores the importance of integrating novel and traditional therapies to tackle drug resistance and enhance drug delivery, with the goal of advancing treatment strategies for IK.
4.Incidence and mortality analysis of biliary tract cancer in Shanghai: population-based study from 2002 to 2020
Chunxiao WU ; Yi PANG ; Lei CHEN ; Yan SHI ; Kai GU
Journal of Surgery Concepts & Practice 2025;30(3):214-222
Objective To analyze the epidemiological characteristics and trends of the incidence and mortality of biliary tract cancer in Shanghai from 2002 to 2020. Methods Data on new cases and deaths of malignant tumors of the gallbladder, extrahepatic bile ducts, and other biliary tract organs from 2002 to 2020 were obtained from the Population-based Cancer Registry and Vital Statistics System of Shanghai Municipal Center for Disease Control and Prevention. Cases or deaths, proportion, crude rate, age-specific rate, age-standardized rate (ASR) and others were calculated stratified by year of diagnosis or death, gender and age-group. ASRs were calculated using Segi′s 1960 world standard population. Trends of the annual percent change (APC) of ASRs, age-specific rates and proportions of new cases with selected diagnostic character of biliary tract cancer stratified by different groups were analyzed by Joinpoint analysis software. Results Annual new cases of biliary tract cancer in Shanghai increased from 963 in 2002 to 1 537 in 2020, with ASR of incidence changing from 3.91/10⁵ to 3.59/10⁵. Annual deaths increased from 830 to 1 225, with ASR of mortality decreased from 3.36/10⁵ to 2.69/10⁵. In 2020, the crude rate of incidence of biliary tract cancer was 10.43/10⁵ (9.54/10⁵ in males and 11.30/10⁵ in females) in Shanghai, and the ASR was 3.59/10⁵ (3.54/10⁵ in males and 3.61/10⁵ in females), with no statistically significant gender difference (P=0.731). The crude rate of mortality was 8.31/10⁵ (7.60/10⁵ in males and 9.00/10⁵ in females), and the ASR was 2.69/10⁵ (2.69/10⁵ in males and 2.66/10⁵ in females), also with no significant gender difference (P=0.874). Age-specific nunbers and rates of incidence and mortality generally increased with aging. Stratified by gender, the trend of ASRs of incidence of biliary tract cancer in Shanghai in males showed no significant change (P=0.179) from 2002 to 2020, nor did that of ASRs of mortality (P=0.738). In females, the ASRs of incidence decreased at an average annual rate of 1.58% (P<0.001), while the trend of ASRs of mortality showed no significant change from 2002 to 2011 (P=0.774), but ASRs decreased at an average annual rate of 3.72% from 2011 to 2020 (P<0.001). Among new cases, the proportions of morphological verification increased, while the proportions of imaging verification decreased. The gallbladder was the most common site, but its proportions decreased significantly, whereas the proportions of extrahepatic bile duct increased from 25.75% to 42.88%. Over 60% of cases were unknown stage at diagnosis, while the combined proportions of stages Ⅰ-Ⅲ remained less than that of stage Ⅳ. Conclusions The ASRs for incidence and mortality of biliary tract cancer in Shanghai remain relatively high, with distinct epidemiological characteristics. The improvement in the diagnosis and treatment of biliary diseases maybe have impact on the incidence patterns of biliary tract cancer in Shanghai, but the effect on increasing survival rates and reducing mortality rates is relatively lagging. It needs a big progress to advance the screening, diagnosis, and survival of biliary tract cancer in Shanghai. This study provides a foundation for further research and prevention strategies for biliary tract cancer.
5.Association of urinary cadmium level with body mass index and body circumferences among older adults over 65 years old in 9 longevity areas of China
Zheng ZHANG ; Bing WU ; Yingli QU ; Yang LI ; Lanjing XU ; Chunxian LYU ; Chen CHEN ; Jun WANG ; Kai XUE ; Yuan WEI ; Jinhui ZHOU ; Xulin ZHENG ; Yidan QIU ; Yufei LUO ; Junxin LIU ; Yuebin LYU ; Xiaoming SHI
Chinese Journal of Preventive Medicine 2024;58(2):227-234
Objective:To investigate the association of urinary cadmium level with body mass index (BMI) and body circumferences among the older adults over 65 years old in 9 longevity areas of China.Methods:Subjects were older adults over 65 years old from the Healthy Aging and Biomarkers Cohort Study (HABCS) between 2017 and 2018 conducted in 9 longevity areas in China. A total of 1 968 older adults were included in this study. Information including socio-demographic characteristics, lifestyles, diet intake, and health status was collected by using questionnaires and physical examinations. Urine samples were collected to detect urinary cadmium and creatinine levels. Body circumferences included waist circumference, hip circumference and calf circumference. Subjects were divided into three groups (low:<0.77 μg/g·creatinine, middle:0.77-1.69 μg/g·creatinine, high:≥1.69 μg/g·creatinine) by tertiles of creatinine-adjusted urinary cadmium concentration. Multiple linear regression models were used to analyze the association of creatinine-adjusted urinary cadmium level with BMI and body circumferences. The dose-response relationship of creatinine-adjusted urinary cadmium concentration with BMI and body circumferences was analyzed by using restrictive cubic splines fitting multiple linear regression model.Results:The mean age of subjects was (83.34±11.14) years old. The median (Q1, Q3) concentration of creatinine-adjusted urinary cadmium was 1.13 (0.63, 2.09) μg/g·creatinine, and the BMI was (22.70±3.82) kg/m 2. The mean values of waist circumference, hip circumference, and calf circumference were (85.42±10.68) cm, (92.67±8.90) cm, and (31.08±4.76) cm, respectively. After controlling confounding factors, the results of the multiple linear regression model showed that for each increment of 1 μg/g·creatinine in creatinine-adjusted urinary cadmium, the change of BMI, waist circumference, hip circumference, and calf circumference in the high-level group was -0.28 (-0.37, -0.19) kg/m 2, -0.74 (-0.96, -0.52) cm, -0.78 (-0.96, -0.61) cm, and -0.20 (-0.30, -0.11) cm, respectively. The restrictive cubic splines curve showed a negative nonlinear association of creatinine-adjusted urinary cadmium with BMI ( Pnonlinear<0.001) and negative linear associations of creatinine-adjusted urinary cadmium with waist circumference ( Plinear<0.001), hip circumference ( Plinear<0.001), and calf circumference ( Plinear<0.001). Conclusion:Urinary cadmium level is significantly associated with decreased BMI, waist circumference, hip circumference and calf circumference among older adults over 65 years old in 9 longevity areas of China.
6.Biological properties of concentrated growth factor combined with bone marrow mesenchymal stem cell sheet and its effect on bone defect repairment
Jianhong SHI ; Yuanye TIAN ; Kai CHEN ; Gao SUN ; Guomin WU
Journal of Jilin University(Medicine Edition) 2024;50(6):1535-1546
Objective:To discuss the effect of concentrated growth factor(CGF)on the performance of bone marrow mesenchymal stem cells(BMSCs)sheets,and to clarify the role of CGF-containing composite cell sheets(CS)in the bone defect repairment.Methods:In in vitro experiments,the BMSCs were isolated and cultured from two 3-week-old SD rats;Alizarin Red S and Oil Red O staining were used to identify the osteogenic and adipogenic capabilities of BMSCs;CGF liquid extracts(CGFe)was prepared from three 3-week-old SD rats.The cells were divided into control group,traditional CS(BMSC-CS)group,and CGF-containing composite CS(CGF/BMSC-CS)group.The morphology of the CS in two groups was observed by HE staining.Alizarin Red and alkaline phosphatase(ALP)staining were used to detect the osteogenic differentiation of the CS in various groups;cell scratch assay was used to detect the migration abilities of the cells in various groups;real-time fluorescence quantitative PCR(RT-qPCR)method was used to detect the mRNA expression levels of ALP,collagen are type 1(COL-1),Runt-related transcription factor 2(RUNX2),and osteocalcin(OCN)in the cells in various groups.In in vivo experiments,15 SD rats were randomly divided into control group,BMSC-CS group,and CGF/BMSC-CS group;micro computed tomography(Micro-CT)was used to detect the bone formation parameters in skull defects of the rats in various groups;HE staining and Masson staining were used to observe the morphology of skull defect tissue of the rats in various groups.Results:The third-generation BMSCs were spindle-shaped,closely arranged,and grew in a vortex cluster.The Alizarin red staining results showed obvious calcium nodules,and the Oil red O staining showed red lipid droplets,confirming the cells'ability to undergo osteogenic and adipogenic differentiation.The CS were white and semi-transparent,with slightly curled edges.The peeled CS were irregularly curled and wrinkled.Compared with BMSC-CS group,the CS in CGF/BMSC-CS group were whiter,less transparent,significantly increased in thickness and extensibility,less prone to breakage,and had a certain degree of stickiness and plasticity.The HE staining results showed that compared with BMSC-CS group,the number of the cells of CS in CGF/BMSC-CS group was increased,with denser arrangement and more abundant extracellular matrix(ECM),which wrapped and connected the cells to form an integral sheet-like structure.The Alizarin red and ALP staining results showed that compared with control group,the ALP activity and mineralization uplift value of CS in BMSC-CS group were significantly increased(P<0.05);compared with control group and BMSC-CS group,the number of osteoblasts and red mineralized nodules in the CS in CGF/BMSC-CS group was significantly increased,with obvious deepening of the staining,increased positive area,and the ALP activity and mineralization uplift value were significantly increased(P<0.05).Compared with BMSC-CS group,the ALP activity and mineralization uplif value of the CS in CGF/DMSC-CS group were increased(P<0.05).The cell scratch assay results showed that after 24 of culture,compared with control group,the migration rates of the cells in BMSC-CS group and CGF/BMSC-CS group were significantly increased(P<0.05).Compared with BMSC-CS group,the migration rate of the cells in CGF/BMSC-CS group was significantly increased(P<0.01).After 48 h of culture,compared with control group,the migration rate of the cells in CGF/BMSC-CS group was significantly increased(P<0.05).The RT-qPCR results showed that compared with control group,the expression levels of COL-1 and OCN mRNA in the cells in BMSC-CS group were significantly increased(P<0.01),and the expression levels of ALP,COL-1,OCN,and RUNX2 mRNA in the cells in CGF/BMSC-CS group were significantly increased(P<0.01).Compared with BMSC-CS group,the expression levels of ALP,COL-1,and OCN mRNA in the cells in CGF/BMSC-CS group were significantly increased(P<0.01).The Micro-CT detection results showed that in control group,the boundary of the rat skull defect area was clear,with almost no new bone formation.In BMSC-CS group,a small amount of new bone formed only at the edge of the bone defect in skull of the rats,with a significant gap in the central area of the defect.In CGF/BMSC-CS group,new bone formed along the edge of the bone defect towards the central area in skull of the rats,repairing most of the bone defect.Compared with control group,the bone volume(BV)and trabecular number(Tb.N)of the rats in BMSC-CS group were significantly increased(P<0.05);the bone volume(BV),bone volume fraction[BV/tissue volume(TV)],trabecular thickness(Tb.Th),and trabecular number(Tb.N)in skull of the rats in CGF/BMSC-CS group,were significantly increased(P<0.05).Compared with BMSC-CS group,the BV,BV/TV,Tb.Th,and Tb.N in skull of the rats in CGF/BMSC-CS group were significantly increased(P<0.01).The HE and Masson staining observation showed that in control group,almost no new bone formed in the skull defect tissue of the rats,with only a large amount of collagen fibers connecting the two sides of the bone ends.In BMSC-CS group,a small amount of new bone formed only at the edge of the bone defect in skull tissue of the rats,with the central area of the defect containing dense collagen fibers connected to the newly formed bone at the defect edge.In CGF/BMSC-CS group,new bone tissue could be seen at the edge of the bone defect,and bone islands formed in the central area of the defect,surrounded by osteocytes and a large amount of collagen fibers.The Masson staining observation results showed that the cytoplasm and osteoid were red,and the collagen was blue.In CGF/BMSC-CS group,newly formed osteoid was observed in skull defect tissue of the rats,with the highest amount of new bone formation.Conclusion:CGF can promote the osteogenic differentiation and increase the richness of ECM in BMSCs sheets.CGF-containing composite CS can efficiently repair skull defects of the rats and serve as an ideal and safe material for promoting the bone regeneration.
7.Association of urinary cadmium level with body mass index and body circumferences among older adults over 65 years old in 9 longevity areas of China
Zheng ZHANG ; Bing WU ; Yingli QU ; Yang LI ; Lanjing XU ; Chunxian LYU ; Chen CHEN ; Jun WANG ; Kai XUE ; Yuan WEI ; Jinhui ZHOU ; Xulin ZHENG ; Yidan QIU ; Yufei LUO ; Junxin LIU ; Yuebin LYU ; Xiaoming SHI
Chinese Journal of Preventive Medicine 2024;58(2):227-234
Objective:To investigate the association of urinary cadmium level with body mass index (BMI) and body circumferences among the older adults over 65 years old in 9 longevity areas of China.Methods:Subjects were older adults over 65 years old from the Healthy Aging and Biomarkers Cohort Study (HABCS) between 2017 and 2018 conducted in 9 longevity areas in China. A total of 1 968 older adults were included in this study. Information including socio-demographic characteristics, lifestyles, diet intake, and health status was collected by using questionnaires and physical examinations. Urine samples were collected to detect urinary cadmium and creatinine levels. Body circumferences included waist circumference, hip circumference and calf circumference. Subjects were divided into three groups (low:<0.77 μg/g·creatinine, middle:0.77-1.69 μg/g·creatinine, high:≥1.69 μg/g·creatinine) by tertiles of creatinine-adjusted urinary cadmium concentration. Multiple linear regression models were used to analyze the association of creatinine-adjusted urinary cadmium level with BMI and body circumferences. The dose-response relationship of creatinine-adjusted urinary cadmium concentration with BMI and body circumferences was analyzed by using restrictive cubic splines fitting multiple linear regression model.Results:The mean age of subjects was (83.34±11.14) years old. The median (Q1, Q3) concentration of creatinine-adjusted urinary cadmium was 1.13 (0.63, 2.09) μg/g·creatinine, and the BMI was (22.70±3.82) kg/m 2. The mean values of waist circumference, hip circumference, and calf circumference were (85.42±10.68) cm, (92.67±8.90) cm, and (31.08±4.76) cm, respectively. After controlling confounding factors, the results of the multiple linear regression model showed that for each increment of 1 μg/g·creatinine in creatinine-adjusted urinary cadmium, the change of BMI, waist circumference, hip circumference, and calf circumference in the high-level group was -0.28 (-0.37, -0.19) kg/m 2, -0.74 (-0.96, -0.52) cm, -0.78 (-0.96, -0.61) cm, and -0.20 (-0.30, -0.11) cm, respectively. The restrictive cubic splines curve showed a negative nonlinear association of creatinine-adjusted urinary cadmium with BMI ( Pnonlinear<0.001) and negative linear associations of creatinine-adjusted urinary cadmium with waist circumference ( Plinear<0.001), hip circumference ( Plinear<0.001), and calf circumference ( Plinear<0.001). Conclusion:Urinary cadmium level is significantly associated with decreased BMI, waist circumference, hip circumference and calf circumference among older adults over 65 years old in 9 longevity areas of China.
8.Epidemiological and Clinical Characteristics of Imported Malaria in Wuhan,China,2012-2019
Shu-Kun YU ; Shou-Nan ZHANG ; Li ZHANG ; Yu-Xin WANG ; Ya-Xin TAN ; Sheng WEI ; Zi-Wei SHI ; Kai WU ; Zhi-Yang TAO
Chinese Journal of Zoonoses 2024;40(6):583-589
Although indigenous malaria has been eliminated in Wuhan since 2013,imported malaria remains a potential threat as an infectious source of local malaria transmission.The epidemiological and clinical characteristics of imported malaria are particularly important in areas where local malaria has been eliminated.This study was aimed at analyzing the epidemiological and clinical characteristics of imported malaria in Wuhan from 2012 to 2019,to provide a basis for further improving the preven-tion and control of imported malaria.Patients in Wuhan diagnosed with imported malaria from January 1,2012,to December 31,2019,were included in this study.A case-control study was con-ducted to analyze the features of patients with severe malaria.Uni-variate and multivariate logistic regression was used to identify risk factors for prolonged hospital length of stay(LOS).Among 229 imported malaria cases,212(92.6%)were in Chinese citizens,and most cases were in men(96.5%).The gender ratio is 28:1,and the age of cases is mainly concertrated between 18 and 50 years old(89.1%).More than 80%of patients were mi-grant workers,and most cases were infections from African countries(92.6%).Plasmodium falciparum(80.8%)was the dominant species.Fifty-three severe malaria cases were identified during the study period.Compared with uncomplicated cases,severe cases tended to occur in patients with no history of malaria(P=0.008),patients infected with Plasmodium falciparum(P=0.009),and patients who were initially misdiagnosed(P<0.001).The median LOS was 6 days,and the species of infec-tion(Plasmodium falciparum),the use of antimalarial drugs(group B),antipyretic time(longer than 3 days),and the turn-around time of blood smear microscopy(longer than 3 days)were significantly associated with longer LOS(all P<0.05).Al-though malaria has been eradicated in Wuhan for many years,imported cases continue to pose a threat.Efforts should be made to strengthen malaria knowledge education for outbound personnel.Additionally,medical institutions must enhance diagnosis and treatment capabilities for malaria,and adhere to standardized treatment processes,and the development of drug resistance and occurrence of severe malaria must be prevented.
9.Expression profile and function of miRNAs in macrophages infected with Mycobacterium
Ping-ping JIA ; Yi ZHANG ; Shi-ze PENG ; Qian-qian ZHAO ; Xiao-xiao WU ; Fang-qi SHEN ; Kai SUN ; Shan CEN
Acta Pharmaceutica Sinica 2024;59(6):1674-1679
The interaction between
10.Advances of artificial intelligence technology in the discovery and optimization of lead compounds
Zi-yue LI ; Kai-yuan CONG ; Shi-qi WU ; Qi-hua ZHU ; Yun-gen XU ; Yi ZOU
Acta Pharmaceutica Sinica 2024;59(9):2443-2453
In recent years, artificial intelligence (AI) technology has advanced rapidly and has been widely applied in various fields such as medicine and pharmacy, accelerating the drug development process. Focusing on the application of AI in the discovery and optimization of lead compounds, this review provides a detailed introduction to AI-assisted virtual screening and molecular generation methods for discovering lead compounds, while particularly highlighting the cases of AI-drived drugs into clinical trials. Additionally, we briefly outline the application of AI basic algorithm models in quantitative structure-activity relationship (QSAR) and drug repurposing, offering insights for AI-based drug discovery.

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