1.Analysis of risk factors for multiple myeloma combined with radiation-based sarcopenia
Jie REN ; Lei QI ; Xingchen YAO ; Jinzhou WANG ; Xiangjun SHI ; Wenming CHEN ; Xinru DU
Chinese Journal of Orthopaedics 2023;43(9):567-573
Objective:To analyze the risk factors of radiation-based sarcopenia in patients with multiple myeloma (MM).Methods:A total of 185 clinical and imaging data of patients with MM admitted to Beijing Chaoyang Hospital from September 2009 to October 2019 were retrospectively analyzed. The area of the erector spinae muscle and the area of fatty infiltration (FI) in the fascial compartment were measured by Image-pro Ρlus software, and the area of the fat-free erector spinae muscle and the fat infiltration rate (FI%) were calculated. Sarcopenia was defined as an erector spinae area of less than 3 197 mm 2 in males and 2 895 mm 2 in females. The differences in gender, age, body mass index, disease duration, hemoglobin, leukocytes, platelets, albumin, serum calcium, lactate dehydrogenase, serum creatinine, alkaline phosphatase, M-protein, serum β 2-microglobulin, bortezomib chemotherapy, receipt of stem cell transplantation, osteopathy, stage, recurrence and progression of MM between the sarcopenia group and the normal muscle group were compared. Binary logistic regression was used to analyze the independent risk factors of sarcopenia in MM patients. Kaplan-Meier curves were drawn to compare the survival rates between the two groups. Results:53.0% (98/185) of MM patients were complicated with sarcopenia: there were 30 males, whose fat-free erector spinae area was 25.0±6.0 cm 2, the FI of erector spinae was 12.0±4.8 cm 2, and the FI% was 31.5%±12.0%, while there were 68 females, whose fat-free erector spinae area was 22.7±4.2 cm 2, the FI of erector spinae was 10.7±4.1 cm 2, and the FI% was 30.2%±9.8%. 47.0% (87/185) of MM patients had normal muscle mass: there were 62 males, whose fat-free erector spinae area was 40.6±6.5 cm 2, the FI of erector spinae was 9.3±4.8 cm 2, and the FI% was 17.9%±7.4%, while there were 25 females, whose fat-free erector spinae area was 33.6±5.1 cm 2, the FI of erector spinae was 9.9±3.0 cm 2, and the FI% was 21.9%±5.7%. There were statistically significant differences in the gender composition ratio (χ 2=30.47, P<0.001), hemoglobin ( t=-2.73, P=0.007), serum creatinine ( Z=-2.26, P=0.024), receipt of stem cell transplantation (χ 2=4.32, P=0.038), and MM recurrence and progression (χ 2=3.85, P=0.050) between the two groups. However, there were no significant differences in age, body mass index, course of disease, leukocytes, platelets, albumin, alkaline phosphatase, lactate dehydrogenase, serum calcium, M-protein, serum β 2-microglobulin, bortezomib chemotherapy, osteopathy or MM stage ( P>0.05). Binary logistic regression analysis showed that female was an independent risk factor for sarcopenia in MM patients. The survival rates at 2, 3, 4, and 5 years were 87.9%, 71.8%, 64.4%, and 53.7% in the sarcopenia group, and 92.1%, 75.8%, 66.8%, and 66.8% in the normal muscle group, respectively, with no statistically significant differences ( HR=0.71, P=0.364). Conclusion:The incidence of radiation-based sarcopenia in MM patients is 53.0%. Low hemoglobin and blood creatinine levels, not receiving stem cell transplantation, and recurrence or progression of MM are associated with sarcopenia in MM patients, and female is an independent risk factor for sarcopenia in MM patients.
2.Antibiotic-loaded bone cement enhances ability of tibial cortex transverse transport for treating infected wounds
Junpeng LIU ; Xingchen YAO ; Hui ZHAO ; Ziyu XU ; Yue WU ; Fuchun PEI ; Lin ZHANG ; Xinru DU
Chinese Journal of Tissue Engineering Research 2024;28(29):4599-4604
BACKGROUND:Diabetic foot patients with wound infections constitute a large patient population,and there is currently no satisfactory treatment approach. OBJECTIVE:To investigate the clinical efficacy of a modified tibial cortex transverse transport combined with antibiotic-loaded bone cement for treating refractory diabetic foot ulcers. METHODS:A total of 46 diabetic foot ulcers patients,27 males and 19 females,with an average age of 64.37 years,were selected from Beijing Chaoyang Hospital,Capital Medical University and Beijing Chaoyang Integrative Medicine Rescue and First Aid Hospital from January 2020 to January 2023.All of them underwent the modified tibial cortex transverse transport combined with antibiotic-loaded bone cement treatment.Ankle-brachial index,WIFi(Wound/Ischemia/Foot infection)classification,pain visual analog scale score,and ulcer area were recorded before and 3 months after surgery. RESULTS AND CONCLUSION:(1)The mean ulcer healing time for the 46 patients was(58.07±24.82)days.At 3 months postoperatively,there were significant improvements in ankle-brachial index,pain visual analog scale score,ulcer area,and WIFi classification in 46 patients,as compared to the preoperative values,with statistically significant differences(P<0.05).Two patients experienced pin-tract infections,without infection or ulcer recurrence during the follow-up period.(2)These findings indicate that the modified tibial cortex transverse transport combined with antibiotic-loaded bone cement effectively alleviates patients'pain,improves lower limb circulation,controls infections,and promotes ulcer healing.
3.Slicing Angle Recognition of Fritillariae Thunbergii Bulbus Based on Improved YOLOv7-tiny Algorithm
Xingchen YUE ; Weifeng DU ; Shengli LU ; Guoyin KAI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(11):183-191
ObjectiveTo realize the automatic recognition of the slicing angles of Fritillariae Thunbergii Bulbus (FTB) based on the improved YOLOv7-tiny algorithm. MethodFirstly, a diverse dataset of FTB images, totaling 16 000 pictures, with various angles was constructed. Furthermore, improvements were made to YOLOv7-tiny by replacing standard convolutions with ghost convolution (GhostConv), incorporating the coordinate attention (CA) mechanism as a preferred addition, substituting some activation functions with HardSwish function for decreasing the floating point operations. Additionally, a penalty term for angle recognition error was integrated into the loss function, and modifications were made to the non-maximum suppression (NMS) strategy to address cases where multiple detection results were associated with the same target. In order to verify the effectiveness of different improvement points on the optimization of the algorithm model, ablation experiments were carried out on all the improvement points, and the effectiveness of the improvement points was proved by comparing the prediction results before and after the addition of a certain improvement point on the basis of the original model or the model with the addition of an improvement point that has been verified to be effective, in order to evaluate the improvement of the indexes. ResultThe number of parameters required for the improved slicing angle recognition algorithm of FTB was about 55.4% of the original algorithm, and the amount of computation was about 59.4% of the original algorithm. The mAP@0.5[mean average precision at an intersection over union(IoU) of 0.5] increased by 12.2%, the mean absolute error(MAE) of the recognized angle was 5.02°, representing a reduction of 4.58° compared to the original algorithm. In the experimental environment of this paper, the average recognition time per image was as low as 8.7 ms, significantly faster than the average human reaction time. ConclusionThis study, by utilizing the improved YOLOv7-tiny algorithm, achieves effective slicing angle recognition of FTB with high accuracy and more lightweight, which provides a novel approach for stable and precise automated slicing of FTB, thereby providing valuable insights into the automation of processing other traditional Chinese medicines.
4.Analysis of the real situation of medication in the population with gout achieving T2T indicators: a multicentre real-world study
Weiqin GAO ; Xuezhong GONG ; Yuanyuan ZHANG ; Xingchen DU ; Ping JIANG ; Fengyuan GUAN ; Ying LU ; Xiao SU ; Hongze JIANG ; Hongbin LI ; Yongfei FANG ; Hengli ZHAO ; Jiangyun PENG ; Mingli GAO ; Li SU ; Fang HE ; Qingwen TAO ; Chunrong HU ; Peng LI ; Zeguang LI ; Yuelan ZHU ; Ying GU ; Ming ZHANG ; Rongsheng WANG ; Ting JIANG ; Xiaolin YANG ; Qi ZHU ; Quan JIANG ; Jianyong ZHANG ; Xiaolei FAN ; Yu XUE ; Dongyi HE
Chinese Journal of Rheumatology 2023;27(6):361-367
Objective:To explore the therapeutic characteristics of population with gout achieving treat-to-target (T2T) indicators through real-world research and evaluate their safety.Methods:A total of 3 287 patients diagnosed with gout by rheumatologists in 21 first-class tertiary hospitals in 10 provinces, municipalities, and autonomous regions in China from January 2015 to December 2021 were included in this polycentric cross-sectional study. The database included patients′ general information, disease characteristics, and clinical application of traditional Chinese and Western medicine treatment measures. SPSS and Excel software were used for data analysis. Frequency analysis, cluster analysis, and factor analysis were used to summarize the characteristics and rules of treatment measures for patients with gout who achieved the target after treatment. The occurrence of adverse events (AE) was recorded during treatment.Results:After treatment, 691 visits (7%) achieved the serum urate (SUA) target, and the most frequent use of urate-lowering therapy (ULT) was febuxostat, followed by benzbromarone. The most common treatment options were following: GroupⅠ: traditional Chinese medicine (TCM) decoction-TCM external treatment-physical exercise-proprietary Chinese medicine; GroupⅡ: ferulic acid-nonsteroidal anti-inflammatory drugs (NSAIDs); Group Ⅲ: allopurinol-sodium bicarbonate-benzbromarone; Group Ⅳ: glucocorticoid-colchicine; Group Ⅴ: febuxostat. A total of 5 898 visits (60%) chieved manifestations of joint pain VAS scores target, and the most frequently used drug to control joint symptoms was NSAIDs. The frequency of use of drugs to control joint symptoms were 2 118 times (usage rate reached 35.9%), while the frequency of ULT were 2 504 times (usage rate reached 42.5%), which was higher than the joint symptom control drug. The most common treatment options were following: Group Ⅰ: proprietary Chinese medicine-TCM decoction-TCM external treatment-physical exercise; Group Ⅱ: NSAIDs-colchicine hormones; Group Ⅲ: allopurinol, Group Ⅳ: benzbromarone; Group Ⅴ: febuxostat. A total of 59 adverse events occurred during treatment.Conclusion:The proportions of gout patients who reach target serum urate level & good control of joint symptoms are both very low, and ULT and anti-inflammatory prescription patterns are very different from international guidelines, so it is necessary to strengthen the standardized management of gout patients. At the same time, life intervention measures account for a certain proportion of the treatment plans for the T2T population, and further exploration is needed.