1.Clinical Study on Zhuanyaotang Granules for the Treatment of Degenerative Lumbar Spinal Stenosis
Daiyuan LIU ; Chunyu GAO ; Luguang LI ; Kexin YANG ; Wu SUN ; Jie LUO ; Minshan FENG ; Jianguo LI ; Lei LI ; Peng FENG ; Minrui FU ; Haibao WEN ; Jinghua GAO
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(1):159-163
Objective To observe the clinical efficacy of Zhuanyaotang Granules for the treatment of degenerative lumbar spinal stenosis(DLSS).Methods Using a randomized double blind controlled design,104 DLSS patients were divided into an experimental group and a control group using a random number table method,with 52 patients in each group.The treatment group took oral Zhuanyaotang Granules,methylcobalamin tablets and celecoxib capsule simulants.The control group used Zhuanyaotang Granules simulants,methylcobalamin tablets and celecoxib capsules.The course of treatment was 3 weeks for both groups.The follow-ups were conducted at 1 month and 3 months after treatment.The intermittent claudication distance,visual analogue scale(VAS)score and JOA efficacy rating criteria for low back pain score were observed in both groups before treatment,1,2,3 weeks of treatment and 1 month after treatment and 3 months after treatment.Adverse reactions during treatment were recorded.Results There were 5 cases of detachment and 2 cases of exclusion in the experimental group,and 5 cases of detachment and 1 case of exclusion in the control group.Compared with before treatment,there were statistically significant differences in intermittent claudication distance,VAS score,and JOA score between the two groups of patients at various time points during treatment and follow-up(P<0.05);there was no statistically significant difference in intermittent claudication distance,VAS score,and JOA score between the experimental group and the control group before treatment and 1 and 2 weeks of treatment(P>0.05);compared with the two groups at 3 weeks of treatment and 1 and 3 months after treatment,the intermittent claudication distance and JOA score in the experimental group were lower than those in the control group(P<0.05);There was no significant difference in VAS score between the two groups and the control group after 3 weeks of treatment(P>0.05).There were 2 adverse reactions(4.4%)in the experimental group and 5 adverse reactions(10.8%)in the control group,without statistical significance(P>0.05).Conclusion Zhuanyaotang Granules can effectively relieve pain and improve lumbar function in patients with DLSS,which is more effective and safer than oral celecoxib capsules and methylcobalamin tablets.
2.The Role of Oligodendrocyte Precursor Cells in Neurodevelopment and Disease
Yin-Feng WANG ; Wen-Li CHEN ; Fu-Cheng LUO
Progress in Biochemistry and Biophysics 2024;51(8):1809-1821
Oligodendrocyte precursor cells (OPCs) represent the fourth major cell type within the central nervous system (CNS), ubiquitous beyond neurons, astrocytes, and microglia, constituting 5%-8% of the total cell population. They exhibit widespread distribution throughout the central nervous system, including brain, spinal cord, and optic nerve. OPCs showcase distinct protein expression, featuring platelet-derived growth factor receptor alpha (PDGFRα), neural/glial antigen 2 (NG2), SRY-related HMG-box protein 10 (Sox10), and oligodendrocyte transcription factor 2 (Olig2), endowing them with robust proliferation and migration capabilities. This capacity persists into adulthood and even later stages, contributing to the maintenance of normal neurological functions such as learning, memory, and sleep, while playing crucial roles in various neurological disorders. OPCs also display significant heterogeneity, influenced by developmental programs, stimulus-specific cellular responses, CNS locations, cell-cell interactions, and other regulatory mechanisms. Dysregulation of OPC function has been observed in various diseases, including multiple sclerosis, Alzheimer’s disease, Parkinson’s disease, amyotrophic lateral sclerosis, Pelizaeus-Merzbacher disease, as well as psychiatric disorders such as schizophrenia, depression, emotional disorders, and autism spectrum disorders. In addition to differentiating into oligodendrocytes to form myelin sheaths and supporting axonal protection, fast signal transmission, and metabolic support, OPCs actively participate in regulating neural development, circuit formation, and neural plasticity. They respond to environmental factors and are closely associated with neurological disorders. This comprehensive exploration of OPCs delves into their development, functional diversity, and associations with neurological disorders. Firstly, the article introduces the complex regulatory mechanisms of OPCs during embryonic development, encompassing transcription factors, chromatin regulatory factors, post-translational modifications of proteins, microRNA, and intercellular communication, emphasizing their significance in the nervous system. Subsequently, it reviews recent research findings on various functions of OPCs, not only in neuronal development, phagocytosis, and reshaping activities, but also involving their secretion of factors, interactions with surrounding blood vessels, and regulation of inflammatory responses. Furthermore, the review highlights the connections between OPCs and neurodegenerative diseases (such as Alzheimer’s disease, Parkinson’s disease, and multiple sclerosis) and psychiatric disorders (such as schizophrenia and depression), indicating their potential roles in disease occurrence and progression. The review then explores emerging trends in OPC research, addressing the evolving understanding of their roles in neurological health and disease. Recent studies have unveiled novel aspects of OPC functionality, shedding light on their ability to modulate immune responses, interact with the extracellular matrix, and contribute to neurovascular coupling. Additionally, insights into the role of OPCs in neuroinflammation and the crosstalk between OPCs and neurons have expanded our comprehension of their impact on neural circuits and plasticity. In conclusion, the comprehensive review summarizes the current understanding of OPC functional impairments and discusses future research directions. Emphasizing the importance of in-depth analysis of OPC heterogeneity and their roles in the development, repair, and diseases of the nervous system, this review not only provides profound insights into the multifaceted functions of OPCs in the nervous system but also sets the stage for future investigations into the intricate interplay between OPCs and the broader neural environment. With an expanded scope encompassing recent advances and emerging research trends, this review contributes to the ongoing dialogue in the field of neuroscience, fostering a deeper understanding of OPC biology and its implications for therapeutic interventions in neurological disorders.
3.Metabonomic study of blood of mice with high-voltage electrical injury
Si-Yu CHEN ; Hui WANG ; Yan LUO ; Jia-Wen TAO ; Wen-Juan ZHANG ; Yang YUE ; Zheng-Ping YU ; Hui-Feng PI
Journal of Regional Anatomy and Operative Surgery 2024;33(2):100-106
Objective To explore the changes of metabonomics in blood of mice after high-voltage electric shock,then screen out the significantly changed differential metabolites and metabolic pathways.Methods The head of C57BL/6J mice was subjected to high-voltage electric shock(electric shock group)or exposed to acoustic and optical stimulation of high-voltage electric(control group),then the whole blood from mice were collected to separate serum.The dual platform combined metabonomic analysis based on gas chromatography-mass spectrometer(GC-MS)and liquid chromatography-mass spectrometer(LC-MS)was performed and orthogonal partial least squares discriminant analysis(OPLS-DA)was used to screen the differential metabolites and related metabolic pathways.Results A total of 415 differential metabolites were screened out in metabonomics in blood of mice after high-voltage electric shock,including 187 up-regulated and 228 down-regulated metabolites.These differentially metabolites were significantly enriched in metabolic pathways including central carbon metabolism in cancer,glucagon signaling pathway,etc.Conclusion By establishing the model of high-voltage electrical injury on experimental mice,this study reveals the significant change of metabolite content and metabolic pathway in blood by high-voltage electrical injury.Which provides a basis for the damage of blood metabolic activity by high-voltage electrical injury,and suggests the potential harm of high-voltage electrical injury to blood metabolic activity in the whole body.
4.Melatonin inhibits arrhythmias induced by increased late sodium currents in ventricular myocytes
Jie WEN ; Han-feng LIU ; Yan-yan YANG ; Ze-fu ZHANG ; An-tao LUO ; Zhen-zhen CAO ; Ji-hua MA
Acta Pharmaceutica Sinica 2024;59(1):143-151
Melatonin (Mel) has been shown to have cardioprotective effects, but its action on ion channels is unclear. In this experiment, we investigated the inhibitory effect of Mel on late sodium currents (INa.L) in mouse ventricular myocytes and the anti-arrhythmic effect at the organ level as well as its mechanism. The whole-cell patch clamp technique was applied to record the ionic currents and action potential (AP) in mouse ventricular myocytes while the electrocardiogram (ECG) and monophasic action potential (MAP) were recorded simultaneously in mouse hearts using a multichannel acquisition and analysis system. The results demonstrated that the half maximal inhibitory concentration (IC50) values of Mel on transient sodium current (INa.T) and specific INa.L opener 2 nmol·L-1 sea anemone toxins II (ATX II) increased INa.L were 686.615 and 7.37 μmol·L-1, respectively. Mel did not affect L-type calcium current (ICa.L), transient outward current (Ito), and AP. In addition, 16 μmol·L-1 Mel shortened ATX II-prolonged action potential duration (APD), suppressed ATX II-induced early afterdepolarizations (EADs), and significantly reduced the incidence of ventricular tachycardia (VT) and ventricular fibrillation (VF) in Langendorff-perfused mouse hearts. In conclusion, Mel exerted its antiarrhythmic effects principally by blocking INa.L, thus providing a significant theoretical basis for new clinical applications of Mel. Animal welfare and experimental process are in accordance with the regulations of the Experimental Animal Ethics Committee of Wuhan University of Science and Technology (2023130).
5.Total arterial revascularization for patients with coronary artery disease and left ventricular dysfunction: A retrospective cohort study
Derong HUANG ; Yi FENG ; Qing WEN ; Yuanfeng LIAO ; Gang LUO ; Daxing LIU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(12):1826-1831
Objective To compare the superiority of total arterial revascularization in patients with coronary artery disease (CAD) complicated with left ventricular dysfunction. Methods This retrospective study included the patients who were diagnosed with CAD and the left ventricular ejection fraction (LVEF) of ≤40% and underwent coronary artery bypass grafting (CABG) at our hospital from January 2016 to July 2019. The patients were divided into two groups according to the different types of bypass vessels: a total arterial revascularization group (TAR group) and a conventional group (a CON group). The clinical data were compared between the two groups to explore the incidence of important complications and evaluate the safety of total arterial revascularization and its protective effect on cardiac function. Results Finally 75 patients were enrolled including 52 males and 23 females with a mean age of (61.58±7.93) years. There were 35 patients in the TAR group and 40 patients in the CON group. The operation time and the drainage volume at 24 hours after operation in the TAR group were longer or more than those in the CON group (P<0.001), but there was no statistical difference in hospital stay, postoperative complications (such as respiratory failure, mediastinal infection, renal failure), intra-aortic balloon pump or extracorporeal membrane oxygenation use rate (P>0.05). After 2 years of follow-up, compared with the CON group, the cardiac function of the TAR group was significantly improved, the LVEF was higher, the left ventricular end diastolic diameter was reduced, and the graft stenosis rate was lower (all P<0.05). Conclusion Total arterial revascularization is a safe and feasible surgical method, which is helpful to improve the cardiac function and improve the quality of life.
6.Clinical trial of methylprednisolone sodium succinate combined with hyperbaric oxygen in nerve deafness patients
Ying LI ; Wei-Feng LUO ; Hong-Qi WEI ; Wen-Quan LI ; Yan LUO
The Chinese Journal of Clinical Pharmacology 2024;40(3):345-349
Objective To compare the clinical curative effect of retroauricular and tympanic injection of methylprednisolone sodium succinate combined with hyperbaric oxygen in nerve deafness.Methods A retrospective analysis was performed on the case data with nerve deafness.According to cohort method,they were divided into retroauricular injection group(retroauricular injection of 40 mg methylprednisolone sodium succinate+hyperbaric oxygen therapy)and tympanic injection group(tympanic injection of 40 mg methylprednisolone sodium succinate+hyperbaric oxygen therapy).Both groups were treated for 7 times(once every other day).The curative effect,pure tone hearing threshold,oxidative stress and inflammatory response indexes were compared between the two groups,and adverse reactions were statistically analyzed.Results There were 56 cases in retroauricular injection group and 60 cases in tympanic injection group.There was no significant difference in total response rate between retroauricular injection group and tympanic injection group(92.86%vs 88.33%,P>0.05).After treatment,average pure tone hearing thresholds in retroauricular injection group and tympanic injection group were(38.49±5.71)and(40.35±6.23)dB;high-frequency hearing thresholds were(61.36±6.52)and(63.42±7.09)dB;low-frequency hearing thresholds were(59.72±6.85)and(60.81±7.26)dB;levels of superoxide dismutase(SOD)were(112.38±10.72)and(110.43±10.29)U·mL-1;levels of lipid peroxide(LPO)were(4.69±1.08)and(5.03±1.12)nmol·mL-1;endothelin(ET)levels were(2.11±0.76)and(2.34±0.81)ng·L-1;interleukin-6(IL-6)levels were(31.79±4.27)and(33.18±4.98)pg·mL-1;levels of C-reactive protein(CRP)were(5.25±1.48)and(5.72±1.62)mg·L-1;levels of tumor necrosis factor-α(TNF-α)were(45.33±4.61)and(46.95±5.24)ng·L-;the difference was not statistically significant(all P>0.05).During treatment,there were significant differences in total incidence of adverse reactions between retroauricular injection group and tympanic injection group(23.21%vs 51.67%,P<0.05).There were 11 case times of local pain and 4 case times of vertigo in retroauricular injection group,while there were 30 case times of local pain and 15 case times of vertigo in tympanic injection group.Conclusion Retroauricular injection or tympanic injection of methylprednisolone sodium succinate combined with hyperbaric oxygen therapy has the comparable curative effect in patients with nerve deafness;the two administration modes both can promote hearing recovery,relieve reduce oxidative stress and inflammatory response.However,retroauricular injection has lower incidence of local pain and vertigo.
7.Exploration of index system for localized computer screening and diagnosis system for mild cognitive impairment in elderly population in somewhere of Chengdu
Gui ZHOU ; Dejun LUO ; Zhen ZENG ; Jiangcuo LUO ; Shu YAN ; Yongxue YANG ; Wen HE ; Lei FENG
Chongqing Medicine 2024;53(20):3150-3155
Objective To understand the prevalence status quo of mild cognitive impairment(MCI)in the elderly people by conducting the investigation on the elderly people in somewhere,and to explore the influ-encing factors of MCI in the elderly people to provide reference for constructing the MCI localized computer screening and diagnosis system in the elderly.Methods A multi-stage sampling method was used to deter-mine the survey population.The self-made questionnaires,mini mental state examination(MMSE),geriatric depression screening scale(GDS-15),geriatric anxiety screening scale,geriatric psychiatric symptoms scale,and daily living ability scale were used to collect or evaluate basic information,cognitive impairment,depres-sion,anxiety,psychiatric symptoms,and daily living ability of elderly people from March 5,2022 to July 22,2022.The index system affecting MCI was screened by the receiver operating characteristic(ROC)curve and unconditional binary logistic regression,and the localized computer screening diagnosis system was construc-ted.Results A total of 1 004 elderly individuals were surveyed,among them there were 262 cases(26.1%)of MCI,194 cases(19.3%)of anxious state,21 cases(2.1%)of depression,313 cases(31.2%)of psychotic symptoms and 32 cases(3.2%)of impaired ability of activities of daily living(ADL).The ROC curve analysis showed that the area under the curves(AUC)of depression,anxiety and psychotic symptoms for predicting MCI in elderly individuals were 0.640,0.645,and 0.586,respectively.AUC of anxiety combined with depres-sion(anxiety+depression),depression+psychotic symptoms,anxiety+psychotic symptoms and depression+anxiety+psychotic symptoms were 0.676,0.652,0.645 and 0.676,respectively.The multivariate analysis found that the age,whether or not anyone close to you died in the last two years,ability of activities of daily living,anxiety degree,whether or not having psychotic symptoms,education level,whether or not having joint habitation with the family members and suffering from multiple chronic diseases were the influencing factors of MCI.Conclusion The age,education level,death of close persons in the past two years,ability to live daily life,depression,and psychotic symptoms could serve as the indicators system of the MCI localized computer screening and diagnosis system.
8.Clinical Analysis of Reversible Posterior Encephalopathy Syndrome after Allogeneic Hematopoietic Stem Cell Transplantation in Children
Zuo-Feng LI ; Hao XIONG ; Zhi CHEN ; Li YANG ; Ming SUN ; Wen-Jie LU ; Shan-Shan QI ; Fang TAO ; Lin-Lin LUO ; Yu-Qing JIAO
Journal of Experimental Hematology 2024;32(5):1560-1565
Objective:To summarize the clinical features of reversible posterior encephalopathy syndrome(PRES)after allogeneic hematopoietic stem cell transplantation(allo-HSCT)in children.Methods:The clinical data of six children who developed PRES after undergoing allo-HSCT in the Department of Hematology of Wuhan Children's Hospital from June 2016 to December 2022 were retrospectively analyzed,and their clinical characteristics,imaging examination,laboratory examination,and treatment regression were summarized.Results:Among 281 children underwent allo-HSCT,6 cases(2.14%)developed PRES,with a median age of 5.1(1.5-9.7)years old.4 cases underwent related haploidentical donor transplantation,and 2 cases underwent sibling allografting and unrelated donor allografting donor transplantation,respectively.All six children had an acute onset of illness,with clinical manifestations of nausea and vomiting,seizures,psychiatric disorders,visual disturbances.The five cases elevated blood pressure.All children with PRES were treated with oral immunosuppressive drugs during seizures,and 3 cases were combined with different degrees of graft-versus-host disease.Most of the children showed effective improvement in clinical symptoms and imaging after adjusting/discontinuing suspected medications(cyclosporine,etc.)and symptomatic supportive treatments(oral antihypertensive,diazepam for antispasmodic,mannitol to lower cranial blood pressure),and one of them relapsed more than 8 months after the first seizure.Conclusion:PRES is rare after hematopoietic stem cell transplantation in children,and its onset may be related to hypertension,cytotoxic drugs,graft-versus-host disease,etc.Most of them can be recovered after active treatment,but not completely reversible,and the prognosis of those who combined with TMA is poor.
9.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
10.Transformer attention mechanism based three-dimensional dose prediction for lung cancer intensity-modulated radiotherapy
Yangting CHEN ; Xin YANG ; Fu JIN ; Bin FENG ; Wen LUO
Chinese Journal of Radiation Oncology 2024;33(6):532-539
Objective:To develop a deep learning architecture based on 3D Transformers to predict dose distribution within intensity modulated radiation therapy (IMRT) plans for lung cancer.Methods:Clinical data of 174 lung cancer patients treated with IMRT in Chongqing University Cancer Hospital between January 2020 and December 2022 were retrospectively analyzed. All patients were divided into the training ( n=116), validation ( n=29), and test ( n=29) sets. We employed the Swin Unet Transformer (Swin Unetr) model to predict the three-dimensional dose distribution. The model was trained using computed tomography (CT) images, planning target volume (PTV) images, organs at risk (OAR) images, beam configuration information images, and distance images. We used various evaluation metrics such as mean absolute errors (MAE), Dice similarity coefficients (DSC), and dose volume histogram (DVH) dosimetric parameters to assess the performance of Swin Unetr and compared it with three mainstream deep learning models: CGAN, ResSEUnet, and ResUnet. Results:The MAE of the dose distribution prediction by Swin Unetr was recorded at 0.0143±0.0055. Conversely, the values of CGAN, ResSEUnet, and ResUnet were 0.0162±0.0055, 0.0167±0.0063, and 0.0164±0.0057, respectively. Furthermore, Swin Unetr achieved the highest DSC values (>0.85) across all isodose volumes. Regarding DVH dosimetric parameters, excluding D 2% of PTV and D mean of the heart, Swin Unetr exhibited no statistically significant differences in the remaining DVH dosimetric parameters (all P>0.05), demonstrating the best evaluation results in 66.67% of the overall dosimetric parameters and 75% of the PTV dosimetric parameters. Conclusions:Swin Unetr achieves the best score in multiple dosimetric evaluation indicators, and the highest DSC across all isodose volumes. Swin Unetr has significantly improved the accuracy of three-dimensional dose prediction during IMRT for lung cancer.

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