1.Construction and validation of a risk prediction model for hyperuricemia in perimenopausal and postmenopausal women
Mei ZHANG ; Yi DIAO ; Bo WANG ; Mengqi LI ; Guitao LI ; Chuanwanyun DUAN ; Hui TAO ; Luming FAN ; Aifang YE ; Yong MAO
Chongqing Medicine 2025;54(8):1804-1810
Objective To develop and compare prediction models for hyperuricemia(HUA)in perim-enopausal and postmenopausal women using Lasso regression,random forest,and multivariate logistic regres-sion.Methods A multi-stage,stratified cluster sampling method was used to select 12 790 subjects from An-ning City,Yunnan Province.Prediction models for HUA were constructed using Lasso regression,random for-est,and multivariate logistic regression.The efficacy of the model was evaluated by accuracy,sensitivity,speci-ficity,F1 score,and area under the curve(AUC).Results LASSO regression analysis screened 19 variables for inclusion in the model,such as age,waist circumference,diastolic blood pressure,BMI,HDL-C,fasting blood glucose(FBG),etc.The accuracy rate was 0.701,the sensitivity was 0.703,the specificity was 0.680,and the F1 score was 0.806.The AUC(95%CI)was 0.770(0.748-0.792).The results of the random forest model show that variables such as creatinine,triglyceride-glucose index(TyG),TG,BMI,TC,Urea nitrogen(Urea),and ALT were relatively important,with an accuracy rate of 0.663,a sensitivity of 0.653,a specificity of 0.738,and an F1 score of 0.774.The AUC(95%CI)was 0.763(0.741-0.785).Multivariate logistic re-gression results showed that 11 variables including creatinine(Cr),TyG,BMI,Urea,and ALT were included in the model,with an accuracy rate of 0.705,a sensitivity of 0.707,a specificity of 0.686,an F1 score of 0.809,and an AUC(95%CI)of 0.771(0.749-0.793).Conclusion The overall performance of LASSO re-gression and multivariate logistic regression models is better.The random forest model has a strong variable screening ability and high specificity,and can be used as a supplement to provide more accurate predictions.
2.Safety and accuracy of robotic-assisted screw placement in the treatment of adolescent idiopathic scoliosis
Xinuo ZHANG ; Qingjun SU ; Dongyue LI ; Luming TAO ; Yong HAI
Chinese Journal of Postgraduates of Medicine 2025;48(1):17-23
Objective:To compare the safety and accuracy between robotic-assisted screw placement and free-hand screw placement in adolescent idiopathic scoliosis (AIS) surgery.Methods:The clinical data of 69 AIS patients underwent posterior spinal scoliosis orthomorphia from December 2021 to October 2023 in Beijing Chaoyang Hospital, Capital Medical University were retrospectively analyzed. Among them, 37 patients underwent robot-assisted screw placement (robot group), and 32 patients underwent fluoroscopy-assisted free-hand screw placement (free-hand group). The basic information of surgery (operation time, intraoperative blood loss, intraoperative radiation exposure time, postoperative hospital stay and postoperative complications), screw placement indexes (single screw placement time and accuracy of screw placement) and imaging indexes (main curve correction rate, kyphotic change and lumbar lordosis change) were compared between two groups. The ln curve regression analysis method was used to evaluate the learning curve of robot-assisted screw placement therapy for AIS.Results:A total of 716 screws were placed in 32 patients of free-hand group, and 766 screws in 37 patients of robot group. The operation time, intraoperative radiation exposure time, single screw placement time and accuracy of screw placement in robot group were significantly higher than those in free-hand group: (272.30 ± 67.98) min vs. (221.66 ± 67.32) min, (149.81 ± 57.21) s vs. (116.03 ± 63.10) s, (497.97 ± 51.74) s vs. (381.47 ± 46.58) s and 97.91% (750/766) vs. 91.48% (655/716), and there were statistical differences ( P<0.01 or <0.05); there were no statistical differences in intraoperative blood loss, postoperative hospital stay, incidence of neurological complications, incidence of incision infection and number of screw between two groups ( P>0.05). There were no statistical differences in the main curve correction rate, kyphotic change and lumbar lordosis change between two groups ( P>0.05). When the fitting degree was the highest ( R2 = 0.729, P<0.01), the fitting equation was y = - 50.93ln x + 634.7 ( x was the number of operation, and y was the single screw placement time), and the number of vertices was 12 cases. The robot group was divided into three subgroups according to the order of surgery, subgroup A consisted of 12 patients who underwent the surgery from first to twelfth, subgroup B consisted of 12 patients who underwent the surgery from thirteenth to twenty-fourth, and subgroup C consisted of 13 patients who underwent the surgery from twenty-fifth to thirty-seventh. Among them, the single screw placement time in subgroup A was significantly longer than that in subgroup B and subgroup C: (560.92 ± 35.03) s vs. (465.75 ± 21.20) and (469.62 ± 24.94) s, and there was statistical difference ( P<0.05); there was no statistical difference between subgroup B and subgroup C ( P>0.05). Conclusions:Robot-assisted screw placement for AIS can effectively improve the accuracy of screw placement without affecting deformity correction, but it can increase screw placement time, operation time and radiation exposure time. A smooth learning curve is obtained after performing 12 procedures.
3.Safety and accuracy of robotic-assisted screw placement in the treatment of adolescent idiopathic scoliosis
Xinuo ZHANG ; Qingjun SU ; Dongyue LI ; Luming TAO ; Yong HAI
Chinese Journal of Postgraduates of Medicine 2025;48(1):17-23
Objective:To compare the safety and accuracy between robotic-assisted screw placement and free-hand screw placement in adolescent idiopathic scoliosis (AIS) surgery.Methods:The clinical data of 69 AIS patients underwent posterior spinal scoliosis orthomorphia from December 2021 to October 2023 in Beijing Chaoyang Hospital, Capital Medical University were retrospectively analyzed. Among them, 37 patients underwent robot-assisted screw placement (robot group), and 32 patients underwent fluoroscopy-assisted free-hand screw placement (free-hand group). The basic information of surgery (operation time, intraoperative blood loss, intraoperative radiation exposure time, postoperative hospital stay and postoperative complications), screw placement indexes (single screw placement time and accuracy of screw placement) and imaging indexes (main curve correction rate, kyphotic change and lumbar lordosis change) were compared between two groups. The ln curve regression analysis method was used to evaluate the learning curve of robot-assisted screw placement therapy for AIS.Results:A total of 716 screws were placed in 32 patients of free-hand group, and 766 screws in 37 patients of robot group. The operation time, intraoperative radiation exposure time, single screw placement time and accuracy of screw placement in robot group were significantly higher than those in free-hand group: (272.30 ± 67.98) min vs. (221.66 ± 67.32) min, (149.81 ± 57.21) s vs. (116.03 ± 63.10) s, (497.97 ± 51.74) s vs. (381.47 ± 46.58) s and 97.91% (750/766) vs. 91.48% (655/716), and there were statistical differences ( P<0.01 or <0.05); there were no statistical differences in intraoperative blood loss, postoperative hospital stay, incidence of neurological complications, incidence of incision infection and number of screw between two groups ( P>0.05). There were no statistical differences in the main curve correction rate, kyphotic change and lumbar lordosis change between two groups ( P>0.05). When the fitting degree was the highest ( R2 = 0.729, P<0.01), the fitting equation was y = - 50.93ln x + 634.7 ( x was the number of operation, and y was the single screw placement time), and the number of vertices was 12 cases. The robot group was divided into three subgroups according to the order of surgery, subgroup A consisted of 12 patients who underwent the surgery from first to twelfth, subgroup B consisted of 12 patients who underwent the surgery from thirteenth to twenty-fourth, and subgroup C consisted of 13 patients who underwent the surgery from twenty-fifth to thirty-seventh. Among them, the single screw placement time in subgroup A was significantly longer than that in subgroup B and subgroup C: (560.92 ± 35.03) s vs. (465.75 ± 21.20) and (469.62 ± 24.94) s, and there was statistical difference ( P<0.05); there was no statistical difference between subgroup B and subgroup C ( P>0.05). Conclusions:Robot-assisted screw placement for AIS can effectively improve the accuracy of screw placement without affecting deformity correction, but it can increase screw placement time, operation time and radiation exposure time. A smooth learning curve is obtained after performing 12 procedures.
4.Clinical study of lumbar stability after unilateral biportal endoscopy in the treatment of degenerative lumbar diseases
Dongyue LI ; Qingjun SU ; Xinuo ZHANG ; Luming TAO ; Yong HAI
Chinese Journal of Surgery 2024;62(3):187-193
Objectives:To investigate the clinical efficacy of unilateral biportal endoscopy (UBE) in the treatment of degenerative lumbar disease (DLD) and its impact on postoperative lumbar stability.Methods:This is a retrospective case series study. A total of 109 cases of DLD treated with UBE in the Department of Orthopaedic, Beijing Chaoyang Hospital Affiliated to Capital Medical University from July 2020 to June 2022 were analyzed retrospectively. There were 47 males and 62 females, aged (53.3±8.2) years (range: 21 to 80 years). The surgical segments were single segment in 80 cases, two segments in 25 cases, and three segments in 4 cases. The low back pain and leg pain of visual analogue scale (VAS), Japanese Orthopaedic Association (JOA) score and Oswestry disability index (ODI) were evaluated before and after operation. The modified MacNab criteria were used for evaluation of the clinical consequences. Postoperative three-dimensional lumbar CT was performed to observe the preservation of the facet joints and the angle of the medial surface of the facetectomy(β angle). At 12 months after surgery, X ray of the flexion and extension lumbar spine were reviewed. The comparison and analysis of the data were conducted using paired sample t tests or generalized estimation equations. Results:All 109 patients underwent operative procedures successfully. The operation time was (94.5±37.1) minutes (range:56 to 245 minutes), the times of X ray was 6.8±4.0 (range:4 to 16 times), and the days of hospitalization was (5.3±3.7) days (range:4 to 14 days). Complications included dural tears in 4 cases, transient lower limb numbness in 4 cases, epidural hematoma in 2 case. The follow-up time was (19.6±7.2) months (range:12 to 36 months). The postoperative low back pain VAS, leg pain VAS, JOA score and ODI were significantly improved(all P<0.05). According to the modified MacNab criteria, the excellent and good rate was 88.99%(97/109) at 12 months after surgery. One case underwent revision surgery because of recurrent lumbar disc herniation. In term of radiographic evaluation, the area of the surgical side facet joints after UBE surgery was reserved more than 60%. The β angle was less than 90° in all patients. After 12 months of surgery, there was no surgical segment instability or spondylolisthesis by the X-ray of the flexion and extension lumbar spine. Conclusion:UBE can achieve satisfactory clinical efficacy in the treatment of DLD, and maintain the stability of the lumbar spine.
5.Clinical study of lumbar stability after unilateral biportal endoscopy in the treatment of degenerative lumbar diseases
Dongyue LI ; Qingjun SU ; Xinuo ZHANG ; Luming TAO ; Yong HAI
Chinese Journal of Surgery 2024;62(3):187-193
Objectives:To investigate the clinical efficacy of unilateral biportal endoscopy (UBE) in the treatment of degenerative lumbar disease (DLD) and its impact on postoperative lumbar stability.Methods:This is a retrospective case series study. A total of 109 cases of DLD treated with UBE in the Department of Orthopaedic, Beijing Chaoyang Hospital Affiliated to Capital Medical University from July 2020 to June 2022 were analyzed retrospectively. There were 47 males and 62 females, aged (53.3±8.2) years (range: 21 to 80 years). The surgical segments were single segment in 80 cases, two segments in 25 cases, and three segments in 4 cases. The low back pain and leg pain of visual analogue scale (VAS), Japanese Orthopaedic Association (JOA) score and Oswestry disability index (ODI) were evaluated before and after operation. The modified MacNab criteria were used for evaluation of the clinical consequences. Postoperative three-dimensional lumbar CT was performed to observe the preservation of the facet joints and the angle of the medial surface of the facetectomy(β angle). At 12 months after surgery, X ray of the flexion and extension lumbar spine were reviewed. The comparison and analysis of the data were conducted using paired sample t tests or generalized estimation equations. Results:All 109 patients underwent operative procedures successfully. The operation time was (94.5±37.1) minutes (range:56 to 245 minutes), the times of X ray was 6.8±4.0 (range:4 to 16 times), and the days of hospitalization was (5.3±3.7) days (range:4 to 14 days). Complications included dural tears in 4 cases, transient lower limb numbness in 4 cases, epidural hematoma in 2 case. The follow-up time was (19.6±7.2) months (range:12 to 36 months). The postoperative low back pain VAS, leg pain VAS, JOA score and ODI were significantly improved(all P<0.05). According to the modified MacNab criteria, the excellent and good rate was 88.99%(97/109) at 12 months after surgery. One case underwent revision surgery because of recurrent lumbar disc herniation. In term of radiographic evaluation, the area of the surgical side facet joints after UBE surgery was reserved more than 60%. The β angle was less than 90° in all patients. After 12 months of surgery, there was no surgical segment instability or spondylolisthesis by the X-ray of the flexion and extension lumbar spine. Conclusion:UBE can achieve satisfactory clinical efficacy in the treatment of DLD, and maintain the stability of the lumbar spine.
6.Advancing pediatric care before birth.
Kun SUN ; Mark WALKER ; Yongjun ZHANG ; Tao DUAN ; Luming SUN ; Jun ZHANG
Frontiers of Medicine 2023;17(2):352-354
7.Establishment and preliminary application of dual fluorescent quantitative PCR for detection of RV and CAV2
Jian LIU ; Yaping GUI ; Yilan BAI ; Luming XIA ; Xiaoying ZHU ; Xianchao YANG ; Tiangusheng TAO ; Congsheng TANG ; Yujie ZHANG ; Jian WANG ; Hongjin ZHAO
Journal of Public Health and Preventive Medicine 2023;34(3):33-37
Objective To investigate the shedding of CAV2-ΔE3-CGS after immunization and the background of canine adenovirus (CAV) infection, and to establish a dual fluorescent quantitative PCR detection method for rabies virus (RV) and canine adenovirus type 2 (CAV2). Methods A dual fluorescent quantitative PCR detection method was established by designing specific primers and probes for E1 gene of CAV and G gene of RV for the detection of CAV2-ΔE3-CGS. Oral swabs, anal swabs and environmental samples of stray dogs from experimental animal farm and dog detention center were tested. Results The standard curves generated by this method were Y=-3.351 × logX + 44.895, R2 = .999 and Y=-3.413 × logX + 45.192, R2=0.996, respectively. The linear relationships were good, and the minimum detection limits were both 102 copies/μL. CAV2-ΔE3-CGS was not detected in experimental animal farm. CAV was detected in dog detention center, and the positive rates were 5.88% (5/85) in oral swabs, 8.24% (7/85) in anal swabs, and 4% (1/25) in environmental samples. Conclusion The dual fluorescent quantitative PCR method can be used for the detection of CAV2-ΔE3-CGS after immunization and the investigation of CAV infection. The present study has shown that no CAV2-ΔE3-CGS has been detected after immunization and CAV infection rate of stay dogs is low in Shanghai. CAV2-ΔE3-CGS oral immunization meets requirement and is applicable.
8.Comparison of curative effects between percutaneous curved vertebroplasty and unilateral percutaneous kyphoplasty in the treatment of osteoporotic thoracolumbar compression fracture
Xiangxiang GUO ; Tao WANG ; Xinlong MA ; Baoshan XU ; Qiang YANG ; Shaowen ZHU ; Shangzhi LI ; Luming LI
Chinese Journal of Trauma 2022;38(5):389-395
Objective:To compare the clinical effects of percutaneous curved vertebroplasty (PCVP) and unilateral percutaneous kyphoplasty (PKP) in the treatment of osteoporotic vertebral compression fracture (OVCF).Methods:A retrospective cohort study was used to analyze the clinical data of 104 patients with single vertebral OVCF treated in Tianjin Hospital from September 2019 to September 2020, including 21 males and 83 females; aged 50-91 years [(70.3±7.7)years]. AO classification of the fracture was type A1 in 65 patients and type A2 in 39. The patients received PCVP (PCVP group, n=51) or unilateral PKP surgery (unilateral PKP group, n=53). The operation time, bone cement injection volume, intraoperative fluoroscopy frequency, effective dispersion times of bone cement and excellent rate of bone cement distribution were compared between the two groups. In evaluation of the therapeutic effects of the two groups, visual analogue scale (VAS) and Oswestry dysfunction index (ODI) were measured preoperatively and at postoperative 24 hours, 3 months and 6 months; Beck index was measured preoperatively and at postoperative 24 hours and 3 months. The rate of bone cement leakage and rate of refracture of adjacent vertebral bodies were compared between the two groups. Results:All patients were followed up for 6-8 months [(6.4±0.7)months]. The operation time, bone cement injection volume and intraoperative fluoroscopy frequency in PCVP group was (12.15±1.63)minutes, (2.13±0.28)ml and (24.74±1.71)times, shorter or less than (22.09±1.62)minutes, (5.30±0.52)ml and (30.09±1.86)times in unilateral PKP group (all P<0.01). The effective dispersion times of bone cement in PCVP group was (1.42±0.04)times, higher than (1.18±0.02)times in unilateral PKP group ( P<0.01). The excellent rate of bone cement distribution in PCVP group was 94%, higher than 70% in unilateral PKP group ( P<0.01). There were no significant differences in VAS, ODI and Beck index between the two groups before operation and at 24 hours and 3 months after operation (all P>0.05). VAS and ODI in PCVP group were (1.20±0.49)points and 16.52±5.22 at 6 months after operation, lower than (1.49±0.58)points and 20.16±5.16 in unilateral PKP group (all P<0.01). VAS and ODI in the two groups were significantly improved at 24 hours, 3 months and 6 months after operation when compared with those before operation (all P<0.05). Beck index in the two groups detected at 24 hours and 3 months after operation was improved from that before operation (all P<0.05). Unilateral PKP group showed Beck index was 0.75±0.07 at 3 months after operation, significantly lower than 0.79±0.07 at 24 hours after operation ( P<0.05), but there was no significant change in PCVP group ( P>0.05). The leakage rate of bone cement in PCVP group was 16% (8/51), lower than 47% (25/53) in unilateral PKP group ( P<0.01). There was no significant difference in the incidence of refracture of adjacent vertebral bodies between the two groups during follow-up ( P>0.05). Conclusion:For OVCF, PCVP is superior to unilateral PKP in terms of operation time, amount of bone cement injection, intraoperative fluoroscopy frequency, dispersion effect of bone cement in vertebral body, pain, function improvement, maintenance of injured vertebral height and incidence of bone cement leakage.
9.Clinical application of Da Vinci robot in male thyroid surgery
Meng WANG ; Luming ZHENG ; Peng ZHOU ; Fang YU ; Gang WANG ; Xiaolei LI ; Jian ZHU ; Tao YUE ; Dan WANG ; Dandan LI ; Qingqing HE
Chinese Journal of Endocrine Surgery 2021;15(1):15-20
Objective:To investigate the safety and surgical treatment effect of da Vinci robot in male thyroid surgery.Methods:Clinical data of 276 male patients undergoing robotic thyroid surgery with bilateral axillo-breast approach (BABA) admitted to our hospital from Feb. 2014 to Jan. 2020 were retrospectively analyzed. They were compared with 372 male patients (open group) who had open surgery by the same team during the same time. Surgical time, the amount of fluid selitransteise after surgery, the length of hospitalization after surgery, the number of metastatic lymph node (for malignant tumor) , cosmetic effect satisfaction, injury of recurrent laryngeal nerve and decrease of parathyroid function and other related surgical complications were analyzed. SPSS 20.0 software was employed to carry out statistical analysis, the measurement data were compared with t-test, and the counting data were analyzed by χ2 test. Results:All operations were successfully completed and on one in the robot group was converted into open surgery. Compared with the open group, surgical time of the robot group (benign: 96.78±9.67min, malignant: 143.93±15.73min) was significantly longer than that of the open group (benign: 70.40±12.49min, malignant: 112.26±15.72min) ( P<0.05) , but the postoperative beauty effect of the robot group (benign: 9.62±0.33 points, malignant: 9.59±0.31 min) was better than that of the open group (benign: 5.33±0.37 points, malignant: 5.87±1.65 points) ( P<0.05) . In patients with pathological malignancy, the average age of the robot group (40.89±11.45 years) was lower than that of the open group (44.84±11.88 years) (P<0.05) . There was no significant difference in the amount of fluid induced after surgery, the length of hospital stay after surgery or the number of cases with lymph node metastasis in the two groups ( P>0.05) . There were 2 cases in the robot group and 5 cases in the open surgery group had recurrent metastasis in the side of the neck after surgery. None of the patients had permanent larynx reflux nerve damage or permanent parathyroid dysfunction. The average follow-up time was (25.36±16.13) months, ranging from 1 to 72 months. Conclusion:Compared with traditional open surgery, da Vinci robot surgery system is safe and feasible in male thyroid surgery, with better beauty effect, and provides new options for male thyroid surgery patients with neck beauty needs.
10.Clinical characteristics of coronavirus disease 2019 infected with Delta variant in Guangzhou:A real-world study
Danwen ZHENG ; Heng WENG ; Yuntao LIU ; Xin YIN ; Jun ZHANG ; Jian ZHANG ; Luming CHEN ; Yuanshen ZHOU ; Jing ZENG ; Yan CAI ; Wanxin WEN ; Qinghua ZHANG ; Lanting TAO ; Liangsheng SUN ; Tianjin CAI ; Weiliang WANG ; Shubin CAI ; Xindong QIN ; Xiaofeng LIN ; Xiaohua XU ; Haimei ZOU ; Qiaoli HUA ; Peipei LU ; Jingnan LIN ; Kaiyuan ZHANG ; Aihua OU ; Jiqiang LI ; Fang YAN ; Xu ZOU ; Lin LIN ; Banghan DING ; Jianwen GUO ; Tiehe QIN ; Yimin LI ; Xiangdong GUAN ; Xiaoneng MO ; Zhongde ZHANG
Chinese Journal of Emergency Medicine 2021;30(10):1220-1228
Objective:To summarize the clinical characteristics of patients with coronavirus disease 2019 (COVID-19) infected with Delta variant, so as to provide further references for clinical diagnosis and treatment.Methods:A real-world study was conducted to analyze the characteristics of 166 COVID-19 patients infected with Delta variant at Guangzhou Eighth People’s Hospital, Guangzhou Medical University.Results:The study enrolled 5 asymptomatic cases, 123 non-severe cases (mild and moderate type), and 38 severe cases (severe and critical type). Among these patients, 69 (41.6%) were male and 97 (58.4%) were female, with a mean age of 47.0±23.5 years. Thirty-nine cases (23.5%) had received 1 or 2 doses of inactivated vaccine. The incidence of severe COVID-19 cases was 7.7% in 2-doses vaccinated patients, which was lower than that of 11.5% in 1-dose and 26.8% in unvaccinated patients. The proportion of severe cases in 2 dose-vaccinated patients was 7.7%, which was lower than that of 11.5% in 1-dose vaccinated patients and 26.8% in unvaccinated patients, but the difference was not significant ( P>0.05). The most common clinical symptom was fever (134 cases, 83.2%), and 39.1% of cases presented with high-grade fever (≥39 °C); other symptoms were cough, sputum, fatigue, and xerostomia. The proportion of fever in severe cases was significantly higher than that of non-severe cases (97.4% vs. 76.4%, P<0.01). Similarly, the proportion of severe cases with high peak temperature (≥39 ℃) () was also higher than that of non-severe cases (65.8% vs. 30.9%, P<0.01). The median minimal Cycle threshold (Ct) values of viral nucleic acid N gene and ORFlab gene were 20.3 and 21.5, respectively, and the minimum Ct values were 11.9 and 13.5, respectively. Within 48 h of admission, 9.0% of cases presented with decreased white blood cell counts, and 52.4% with decreased lymphocyte counts. The proportions of increased C-reactive protein, serum amyloid A, interleukin 6, and interleukin 10 were 32.5%, 57.4%, 65.3%, and 35.7%, respectively. The proportions of elevated C-reactive protein, serum amyloid A and interleukin-6 in severe cases were significantly higher than those in non-severe cases ( P<0.01). Logistic regression analysis showed that older age and higher peak temperature were associated with a higher likelihood of severe cases ( OR>3, 95% CI: 2-7, P<0.01). In terms of treatment, traditional Chinese medicine (TCM) was used in 97.6% of non-severe cases and 100% in severe cases. Other treatments included respiratory and nutritional support, immunotherapy (such as neutralizing antibodies and plasma of recovered patients). The median times from admission to progression to severe cases, of fever clearance, and of nucleic acid conversion were 5 days, 6 days and 19 days, respectively. No deaths were reported within 28 days. Conclusions:The symptoms of Delta variant infection in Guangzhou are characterized by a high proportion of fever, high peak temperature, long duration of fever, high viral load, a long time to nucleic acid conversion, and a high incidence of severe cases. The severe cases exhibit a higher percentage of elderly patients, a longer duration of fever and have a higher fever rate and a higher hyperthermia rate than non-severe cases. Age and hyperthermia are independent risk factors for progression to severe disease. The combination of TCM and Western medicine can control the progression of the disease effectively.


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