1.The application progress of artificial intelligence technology in the diagnosis and treatment of developmental dysplasia of the hip
Zongwang SHEN ; Shijie LIAO ; Xiaofei DING ; Xiudong LI ; Jinmin ZHAO
Chinese Journal of Orthopaedics 2024;44(5):329-335
Developmental dysplasia of the hip (DDH) is a developmental disease with abnormal position and morphology of the acetabulum and femoral head. DDH ranges from mild dysplasia to complete dislocation, including simple acetabular dysplasia, subluxation, and total dislocation. DDH is one of the most common hip diseases in children, and its onset begins in infancy. The anatomical structure of the hip joint is complex, and there are some practical problems in the large -scale clinical diagnosis and screening work, such as heavy workload, high misdiagnosis rate and missed diagnosis rate, and a long learning period of surgery. Artificial intelligence (AI) is an emerging technology science used to research and develop theories, methods, technologies and application systems that can simulate human intelligence. The main goal is to enable machines to complete complex tasks that require human intelligence. At present, artificial intelligence is mainly used in the diagnosis and treatment of DDH. Artificial intelligence combined with X-ray or ultrasound is used to diagnose and screen DDH, which avoids subjectivity to a certain extent and improves the accuracy of diagnosis and screening. In the preoperative planning of periacetabular osteotomy and total hip arthroplasty, it can more accurately track the position of the bone block and design the size of the prosthesis, which makes the surgical planning more accurate to a certain extent. Artificial intelligence technologies such as 3D navigation system, surgical robot and robotic arm are helpful to improve the accuracy and safety of surgery. Artificial intelligence has the characteristics of simplicity, speed, high repeatability and deep learning ability, which to a certain extent saves manpower, material resources and time costs for DDH diagnosis and treatment, facilitates medical workers to share DDH diagnosis and treatment experience and reduces the burden of patients, families, society and the country. The application of artificial intelligence in DDH diagnosis and treatment is becoming more and more extensive, but at present, artificial intelligence in DDH screening is still in its preliminary stage. There are few reports on artificial intelligence technology in DDH hip preservation treatment and other surgical methods, and there is insufficient research on artificial intelligence in DDH conservative treatment, postoperative complications and prognosis prediction. It is worth exploring new ideas by researchers. At present, the application of artificial intelligence in DDH still has certain limitations, including problems such as difficult to control the quality of image data, difficult to develop and promote technology, and lack of laws and regulations. Based on the literature database and relevant data sharing network, this paper reviews the application of artificial intelligence in the diagnosis and treatment of DDH at home and abroad in recent years, summarizes the current application status of artificial intelligence in the diagnosis and treatment of DDH, and provides new ideas for the future application of artificial intelligence in the diagnosis and treatment of DDH.
2.Mining pharmacovigilance signals for asthma adverse events in underage population based on the FAERS database
Yan CHEN ; Bing LI ; Xia LIU ; Hongyan LIU ; Qing SHAN ; Jinmin GUO
Chinese Journal of Pharmacoepidemiology 2024;33(1):28-36
Objective To conduct data mining of asthma-inducing medications in underage populations based on the U.S.Food and Drug Administration Adverse Event Reporting System(FAERS)database,so as to provide reference for the clinical application of related medications.Methods Adverse drug event(ADE)reports from the first quarter of 2013 to the fourth quarter of 2022 in the FAERS database were collected and screened for reports of asthma adverse events in the this population(under 18 years old),which were categorized into infants,toddlers,children,and adolescents according to different age groups,and were subjected to medication signal mining by using the reporting odds ratio method,the composite standardized method,and the information component method.Results A total of 1 915 reports were obtained after screening,involving 1 042(54.41%)males and 831(43.39%)females;the highest percentage of the reporting population was between 12 and under 18 years old,with a total of 762(39.79%);60.78%of the reports were reported by health professionals;and the results of the clinical referrals showed that serious adverse events occurred in 85.90%of the cases.306 suspected drugs were screened,52 drugs were determined to be valid signals,and 1 044 adverse events were reported,of which 16 drug inserts did not mention the risk of asthma,in order of elosulfatase alpha,canakinumab,tobramycin,vancomycin,ceftriaxone,cetirizine,phenylephrine,imiglucerase,cefuroxime,betamethasone,atropine,tadalafil,riscovastatin,cyclophosphamide,octreotide,and omeprazole.Conclusion The FAERS database was mined for adverse drug event signals and evaluated using the proportional disequilibrium method to identify 16 medicines that may trigger pharmacogenetic asthma and are not documented in the specification,which can be used to provide a good early warning for the clinic.At the same time,focusing on special populations,strengthening the assessment of lung function before medication and monitoring during and after medication,timely interventions were taken to reduce the harm of drug-derived adverse reactions and ensure the safe use of medication.
3.Data mining of hematological adverse events related to antibody-drug conjugate based on FAERS
Huijie DENG ; Xia LIU ; Bing LI ; Qing SHAN ; Yan CHEN ; Yuhang GUO ; Jinmin GUO
Chinese Journal of Pharmacoepidemiology 2024;33(2):158-165
Objective Based on the U.S.Food and Drug Administration Adverse Event Reporting System(FAERS)database,data mining was conducted on hematological adverse events related to antibody drug conjugates(ADC),providing reference for the safe use of ADC drugs in clinical practice.Methods The report data from the third quarter of 2011 to the fourth quarter of 2022 were retrieved from the FAERS database.After data cleaning such as deduplication and name standardization,extract hematological adverse events related to ADC,and use report odds ratio method and the information component method for signal detection.Results A total of 101 610 adverse event reports were extracted,with 8 ADC drugs as the primary suspected drugs,and 5 768 ADC related hematological adverse event reports.Among them,3 423 cases of agranulocytosis were involved,and the signal intensity from strong to weak were sacituzumab govitecan(SG),gemtuzumab ozogamicin(GO),brentuximab vedotin(BV),polatuzumab vedotin(PV),enfortumab vedotin(EV),trastuzumab deruxtecan(TD),inotuzumab ozogamicin(IO)and ado-trastuzumab emtansine(TDM-1).There were 2 327 cases hematopoietic cell deficiency,with signals ranging from strong to weak were IO,SG,BV,EV,PV,TD,TDM-1,and GO.Report with clinical outcome of death of ADC drug related hematological adverse events included BV 179(16.84%),TDM-1 102(13.01%),TD 88(27.08%),GO 12(16.90%),IO 8(11.59%),EV 54(24.32%),PV 22(27.16%),and SG 84(21.05%).Adverse event time analysis showed that the number of events on the first day of TD,IO,and SG medication accounts for ≥ 40%of the total number of cases.The median time of hematological adverse events in TD,GO,IO,EV,PV,and SG was within one treatment course(21 days).Conclusion Attention should be paid to the risk of ADC drug-related hematological adverse event,during the clinical medication process,blood cell count changes should be closely monitored,and any abnormalities should be promptly diagnosed and treated.
4.Discussion on the pathogenesis and treatment of epilepsy from the theory of "brain's qi collateral-abnormal collateral"
Tianye SUN ; Kaiyue WANG ; Mingyuan YAN ; Lili LI ; Jinmin LIU
Journal of Beijing University of Traditional Chinese Medicine 2024;47(8):1043-1048
Epilepsy is a disease of the central nervous system caused by excessive neuronal discharges in the brain,characterized by sudden,recurrent and self-limited onset. The brain's qi collateral and the brain neural network are highly correlated and internally consistent in terms of structure and function. The theory of "brain's qi collateral-abnormal collateral",which is centered on the structural disorder and dysfunction of brain's qi collateral leading to the poor circulation of brain's qi collateral,can comprehensively explain the related pathogenesis of epilepsy and the law of disease evolution,so it has important clinical value. Taking the pathogenic characteristics as an entry point and based on the theory of "brain's qi collateral-abnormal collateral",this paper argues that phlegm and qi stagnation,wind in the brain's qi collateral,and phlegm and blood stagnation damaging the brain's collaterals,as well as the structural and functional characteristics of brain's qi collateral that circulate bi-directionally are the key factors for epilepsy to present sudden,recurrent,and self-limited characteristics. According to the therapeutic principle of "Collaterals need to be unobstructed to function normally",it is proposed that the method of regulating the qi and collaterals should be used as the basic treatment principle throughout the treatment. In addition,the method of resolving phlegm and eliminating blood stasis is supplemented for different pathological changes,while combining the syndrome differentiation of zang-fu viscera and attaching importance to the accompanying symptoms of epileptic seizures,to regulate the brain's qi collateral to achieve the effects of wind quenching and epileptic arrest. This is to provide reference for the treatment of epilepsy in traditional Chinese medicine.
5.Principal component analysis of venous to arterial CO 2 content gap in septic shock patients
Xixi WAN ; Ruiting LIU ; Yuanyuan LI ; Li WENG ; Jinmin PENG ; Bin DU
Chinese Journal of Emergency Medicine 2024;33(4):480-484
Objective:The principal components (PC) of venous-to-arterial carbon dioxide content diference [C(v-a)CO 2] were extraceted in septic shock patients, in orter to compare the contribution of the principal components to C(v-a)CO 2. Methods:Septic shock patients monitored by Swan Ganz floating catheter in the Medical Intensive Care Unit of Peking Union Medical College Hospital were included in the retrospective study. All pairs of arterial and mixed-venous blood gases within 1 h before and after a flood challenge were included in the analyses. The principal component method was used to extract the components of C(v-a)CO 2. Spearman correlation analysis was used to evaluate the correlation between the components and C(v-a)CO 2, and the correlation between the components and cardiac output. The differences of the components beween the 28-day survival group and 28-day death group were analyzed by univariate analysis. Results:A total of 504 pairs of blood gases in 104 septic shock patients were included in the analyses. The median age of patients was 62 years ( IQR, 48 to 71), and 59.6% (62/104) were men. Four principal components were extracted and the components account for 77.7% of variance. PC1 included PaO 2, PvO 2, SaO 2 and SvO 2. PC2 included pHa and pHv. PC3 included Hb and Hct. PC4 included PaCO 2 and PvCO 2. There was a significant difference in PC4 between the two group. PC4 could weakly predict the 28-day death (AUROC 0.634, 95% CI 0.527-0.741, P=0.015). Conclusions:In patients with infectious shock, arteriovenous [C(v-a)CO 2] consists of principal components of four dimensions: oxygenation, pH, Hb, and CO 2 partial pressure difference.Arterial CO 2 partial pressure difference [P(v-a)CO2] weakly predicts 28-d morbidity and mortality.
6.Signal mining for cutaneous adverse events associated with antibody-drug conjugates based on FAERS database
Mengying QIAN ; Yongyi ZHANG ; Qing SHAN ; Yan CHEN ; Bing LI ; Jinmin GUO
Chinese Journal of Pharmacoepidemiology 2024;33(10):1091-1098
Objective To mine and analyze cutaneous adverse drug event(ADE)of eight antibody-drug conjugates(ADC),and to ensure the safe clinical use of ADC drugs.Methods The data was obtained from the U.S.Food and Drug Administration Adverse Event Reporting System(FAERS)for the period from the third quarter of 2011 to the fourth quarter of 2023.The cutaneous ADE associated with 8 eight ADC drugs were identified through the process of specification and standardization of nomenclature.The potential ADE signals were detected using the reporting odds ratio and Bayesian confidence propagation neural network methods.Results A total of 124 234 ADE reports were identified with the 8 ADC drugs as the first suspected drugs,including 5 184 reports of cutaneous ADEs adverse reactions,involving 3 225 patients.A total of 72 preferred term signals were detected for the 8 ADC drugs.The highest number of signals were detected for enfortumab vedotin,followed by ado-trastuzumab emtansine and brentuximab vedotin.Except for detrolizumab,the first-day incidence of cutaneous ADEs associated with the remaining 7 ADC drugs was less than 30%.The median time of occurrence for the 7 drugs,excluding brentuximab vedotin,was within one course of treatment(21 d).Conclusion The risks of cutaneous ADEs was variable with ADC drugs,occurs early in treatment and poses a potential life-threatening danger.Therefore,clinical vigilance and close monitoring of skin conditions are essential during ADC drug use.
7.Research of the therapeutic effect of Yunnan Baiyao on middle aged and elderly lung cancer patients undergoing the uniportal video-assisted thoracoscopic
Chenxi LOU ; Yichen LUO ; Baijun LI ; Zhenniu LEI ; Jingwei YAN ; Wentao SONG ; Jinmin ZHENG ; Linyuan TAN ; Guanyong MO
China Modern Doctor 2024;62(24):86-89
Objective To analyze the clinical efficacy of Yunnan Baiyao in middle aged and elderly lung cancer patients undergoing the uniportal video-assisted thoracoscopic.Methods A total of 90 patients with non-small cell lung cancer meeting the criterias were screened and divided into two groups according to random number table method,which respectively received conventional treatment(control group)and Yunnan Baiyao treatment(experimental group).The perioperative period related indexes,coagulation function related indexes,and the occurrence rate of complications were observed and compared between the two groups.Results The intraoperative bleeding volume and thoracic drainage volume for the first day of experimental group were significantly lower than control group(P<0.05).However,there were no significant difference in the coagulation function related indexes between two groups before and after surgery(P>0.05).Additionally,there were also no significant difference in the occurrence rate of complication between two groups(P>0.05).Conclusion Yunnan Baiyao can reduce intraoperative bleeding volume and chest tube drainage volume for the first day,promots the recovery of patients,and has a good clinical application value.
8.Guideline for the diagnosis and treatment of chronic refractory wounds in orthopedic trauma patients (version 2023)
Yuan XIONG ; Bobin MI ; Chenchen YAN ; Hui LI ; Wu ZHOU ; Yun SUN ; Tian XIA ; Faqi CAO ; Zhiyong HOU ; Tengbo YU ; Aixi YU ; Meng ZHAO ; Zhao XIE ; Jinmin ZHAO ; Xinbao WU ; Xieyuan JIANG ; Bin YU ; Dianying ZHANG ; Dankai WU ; Guangyao LIU ; Guodong LIU ; Qikai HUA ; Mengfei LIU ; Yiqiang HU ; Peng CHENG ; Hang XUE ; Li LU ; Xiangyu CHU ; Liangcong HU ; Lang CHEN ; Kangkang ZHA ; Chuanlu LIN ; Chengyan YU ; Ranyang TAO ; Ze LIN ; Xudong XIE ; Yanjiu HAN ; Xiaodong GUO ; Zhewei YE ; Qisheng ZHOU ; Yong LIU ; Junwen WANG ; Ping XIA ; Biao CHE ; Bing HU ; Chengjian HE ; Guanglin WANG ; Dongliang WANG ; Fengfei LIN ; Jiangdong NI ; Aiguo WANG ; Dehao FU ; Shiwu DONG ; Lin CHEN ; Xinzhong XU ; Jiacan SU ; Peifu TANG ; Baoguo JIANG ; Yingze ZHANG ; Xiaobing FU ; Guohui LIU
Chinese Journal of Trauma 2023;39(6):481-493
Chronic refractory wound (CRW) is one of the most challengeable issues in clinic due to complex pathogenesis, long course of disease and poor prognosis. Experts need to conduct systematic summary for the diagnosis and treatment of CRW due to complex pathogenesis and poor prognosis, and standard guidelines for the diagnosis and treatment of CRW should be created. The Guideline forthe diagnosis and treatment of chronic refractory wounds in orthopedic trauma patients ( version 2023) was created by the expert group organized by the Chinese Association of Orthopedic Surgeons, Chinese Orthopedic Association, Chinese Society of Traumatology, and Trauma Orthopedics and Multiple Traumatology Group of Emergency Resuscitation Committee of Chinese Medical Doctor Association after the clinical problems were chosen based on demand-driven principles and principles of evidence-based medicine. The guideline systematically elaborated CRW from aspects of the epidemiology, diagnosis, treatment, postoperative management, complication prevention and comorbidity management, and rehabilitation and health education, and 9 recommendations were finally proposed to provide a reliable clinical reference for the diagnosis and treatment of CRW.
9.Mining and analysis for adverse drug event signals of liver failure in underage population based on the FAERS database
Bing LI ; Li LIANG ; Yan CHEN ; Yuhang GUO ; Xia LIU ; Jinmin GUO
China Pharmacy 2023;34(17):2144-2148
OBJECTIVE To conduct data mining on drugs causing liver failure in underage populations based on the FDA Adverse Event Reporting System (FAERS) database, so as to provide reference for clinical use of related drugs. METHODS The data on reported adverse drug event (ADE) of liver failure in this population (under 18 years old) from the first quarter of 2013 to the third quarter of 2022 were retrieved from the FAERS database for mining and analysis; they were divided into infants(≤1 year old), young children(>1-<6 years old), children(6-<12 years old) and adolescents(12-<18 years old) according to the age. The reporting odds ratio (ROR), proportional reporting ratio and Bayesian confidence propagation neural network of the proportional imbalance method were used to screen ADE signals. RESULTS A total of 1 051 ADE reports of liver failure were collected from the underage population involving 60 drugs. The highest incidence was found in adolescents (410 cases, 39.01%), followed by young children (297 cases, 28.26%). The instructions of 14 drugs did not mention hepatobiliary system injury and liver failure risk, including 31 cases of levetiracetam (2.95%),18 cases of metronidazole (1.71%), 16 cases of each of topiramate and methylprednisolone (1.52% each), 12 cases of dexamethasone (1.14%), 11 cases of tisagenlecleucel (1.05%), 10 cases of each of ferrous sulfate, metformin and busulfan (0.95% each), 9 cases of propofol (0.86%), 8 cases of onasemnogene abeparvovec (0.76%), 5 cases of each of diphenhydramine and omeprazole (0.48% each), 4 cases of sebeliesterase α (0.38%), totaling 165 cases, accounting for 15.70% of the total reported cases. Metformin was contrary to the known liver safety, and E-mail:libingchemical@163.com metronidazole and levetiracetam were new risk signals, which caused more serious clinical outcomes. CONCLUSIONS Fourteen new pharmacovigilance signals which cause liver failure in the underage population are found in this study; the liver function of patients should be closely monitored when using these drugs. Among those drugs, metformin neither undergoes liver metabolism nor has been reported in the relevant literature, and the liver-related ADE caused by metformin deserves further attention. The clinical outcomes caused by metronidazole and levetiracetam are relatively serious and need to be given sufficient attention.
10.Anatomic and clinical application of lateral-perineal approach for inferior ramus of pubis-ischium ramus
Wei LIU ; Jianwen CHENG ; Shiting TANG ; Jinmin ZHAO ; Zhi YANG ; Feng HU ; Muwen LI ; Peng LIU ; Hongrong YU ; Zhen TAN
Chinese Journal of Orthopaedics 2022;42(13):823-830
Objective:To explore the anatomical and clinical effects of lateral-perineal approach in treating the fracture of inferior ramus of pubis-ischium ramus.Methods:The lateral approach of the perineum was simulated on 10 side of 5 intact wet adult cadavers to determine the surface symbols of incision design and to expose the operative field of the approach and to observe the anatomical characteristics of the perineal branch of the posterior femoral cutaneous nerve and the incision of the surgical approach. Five points were selected at the incision of the approach. The distance (L 1-L 5) between each point and the body surface projection of the perineal branch of the posterior femoral cutaneous nerve was measured. A total of 11 patients, including 5 males and 6 females with an average age of 41.55±14.32 years, ranging from 18 to 62 years, were treated by this approach in clinical practice. All patients had a reduction and fixation to the fracture of inferior ramus of pubis-ischium ramus. The operation duration, incision length, intraoperative blood loss and surgical complications were recorded. The quality of fracture reduction was evaluated according to Matta radiographic criteria. The strength of the adductor was measured. The pelvic function was evaluated according to Majeed Pelvic Score at the last follow-up. Results:Anatomical studies shown that the line between the two points. One point was 4 cm lateral to the level of the apex of the pubic arch. Another point was 4 cm from the ischial tubercle on the line from the ischial tuberosity to the point that 4 cm lateral to the level of the apex of the pubic arch was the axis of the approach lateral of the perineum. Anatomical studies showed that the lateral-perineal approach could expose the range from pubic symphysis to sciatic tuberculum. The distance between the points selected at the incision of the approach and the body surface projection of the perineal branch of the posterior femoral cutaneous nerve: L 1 was 19.40±1.17 mm, ranging from 18 to 21 mm; L 2 was 16.60±2.76 mm, ranging from 10 to 20 mm; L 3 was 18.30±1.89 mm, ranging from 16 to 21 mm; L 4 was 19.20±1.93 mm, ranging from 16 to 22 mm; L 5 was 14.70±1.83 mm, ranging from 13 to 18 mm. All patients were followed up for 17.91±4.09 months, ranging from 13 to 26 months. The incision length was 8.18±0.98 cm, ranging from 7 to 10 cm. The operation duration was 59.64±12.17 min, ranging from 43 to 85 min. The intraoperative blood loss was 100 ml, ranging from 50 to 130 ml. All incisions were healed in all patients. The fractures were healed in 13.36±2.06 weeks, ranging from 10 to 16 weeks. According to Matta radiographic criteria, the quality of fracture reduction was excellent in 6 cases, good in 4 cases and fair in 1 case. At the last follow-up, the adductor muscle strength reached grade 4 in 4 patients and grade 5 in 7 patients. Furthermore, according to the Majeed Pelvic Score, the score of every patient was 86.55±9.59, ranging from 66 to 100, and 8 cases were excellent, 3 cases were good at the last follow-up. The heterotopic ossification occurred in 2 patients, the pain during intercourse occurred in 2 patients. No patient had sensory disturbance or pain in the perineal area. Conclusion:A certain safe distance is between the lateral to the perineum and the perineal branch of the posterior femoral cutaneous nerve with limited risk of injuring posterior femoral cutaneous nerve via the lateral approach of the perineum. The advantages in treating the fracture of inferior ramus of pubis-ischium ramus by this approach have concealed incision, short operation duration and less bleeding with satisfied short-term clinical effects.

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