1.Clinical guideline for vertebral augmentation of acute symptomatic osteoporotic thoracolumbar compression fractures (version 2025)
Bolong ZHENG ; Wei MEI ; Yanzheng GAO ; Liming CHENG ; Jian CHEN ; Qixin CHEN ; Liang CHEN ; Xigao CHENG ; Jian DONG ; Jin FAN ; Shunwu FAN ; Xiangqian FANG ; Zhong FANG ; Shiqing FENG ; Haoyu FENG ; Haishan GUAN ; Yong HAI ; Baorong HE ; Lijun HE ; Yuan HE ; Hua HUI ; Weimin JIANG ; Junjie JIANG ; Dianming JIANG ; Xuewen KANG ; Hua GUO ; Jianjun LI ; Feng LI ; Li LI ; Weishi LI ; Chunde LI ; Qi LIAO ; Baoge LIU ; Xiaoguang LIU ; Xuhua LU ; Shibao LU ; Bin LIN ; Chao MA ; Xuexiao MA ; Renfu QUAN ; Limin RONG ; Honghui SUN ; Tiansheng SUN ; Yueming SONG ; Hongxun SANG ; Jun SHU ; Jiacan SU ; Jiwei TIAN ; Xinwei WANG ; Zhe WANG ; Zheng WANG ; Zhengwei XU ; Huilin YANG ; Jiancheng YANG ; Liang YAN ; Feng YAN ; Guoyong YIN ; Xuesong ZHANG ; Zhongmin ZHANG ; Jie ZHAO ; Yuhong ZENG ; Yue ZHU ; Rongqiang ZHANG
Chinese Journal of Trauma 2025;41(9):805-818
Acute symptomatic osteoporotic thoracolumbar compression fracture (ASOTLF) can lead to chronic low back pain, kyphosis deformity, pulmonary dysfunction, loss of mobility, and even life-threatening complications. Vertebral augmentation is currently the mainstream treatment method for this condition. In 2019, the Editorial Board of Chinese Journal of Trauma and the Spinal Trauma Group of Orthopedic Surgeons Branch of Chinese Medical Doctor Association collaboratively led the development of Clinical guideline for vertebral augmentation for acute symptomatic osteoporotic thoracolumbar compression fractures. Six years later, with advances in clinical diagnosis and treatment techniques as well as accumulating evidence in related fields, the 2019 guideline requires updating. To this end, the Spinal Trauma Group of Orthopedic Surgeons Branch of Chinese Medical Doctor Association, the Spinal Health Professional Committee of China Human Health Science and Technology Promotion Association, and the Minimally Invasive Orthopedics Professional Committee of Shaanxi Medical Doctor Association have organized experts in the field to develop the Clinical guideline for vertebral augmentation of acute symptomatic osteoporotic thoracolumbar compression fractures ( version 2025) , based on the latest evidence-based medical researches. This guideline incorporates 3 recommendations retained from the 2019 version with updated strength of evidence, along with 12 new recommendations. It provides recommendations from six aspects of diagnosis, pain management, treatment option selection, prevention of postoperative complications, anti-osteoporosis therapy, and postoperative rehabilitation, aiming to provide a reference for standard treatment of vertebral augmentation for ASOTLF in hospitals at all levels.
2.Risk factors for lateral cervical lymph node metastasis in medullary thyroid carcinoma:a single-center retrospective analysis
Jingzhu ZHAO ; Linfei HU ; Dapeng LI ; Xianhui RUAN ; Jiadong CHI ; Xinwei YUN ; Xiangqian ZHENG
Chinese Journal of General Surgery 2025;34(5):930-936
Background and Aims:Medullary thyroid carcinoma(MTC)is an aggressive malignancy that is frequently associated with cervical lymph node metastasis,significantly affecting patient prognosis.However,the risk factors for lateral cervical lymph node metastasis(LLNM)in MTC remain inconclusive.This study aims to identify the risk factors associated with LLNM in MTC patients,in order to inform individualized surgical decision-making.Methods:The clinicopathologic data of 242 patients with MTC who underwent surgical treatment at Tianjin Medical University Cancer Institute and Hospital from 2011 to 2019 were retrospectively collected.The relationships between preoperative tumor markers,including calcitonin and carcinoembryonic antigen(CEA),and LLNM were evaluated.Univariate and multivariate logistic regression analyses were performed to identify independent risk factors for LLNM.Results:Preoperative calcitonin level was significantly associated with tumor diameter,the number of lymph node metastases,and the extent of lymph node involvement,while preoperative CEA level was significantly associated with tumor diameter(all P<0.05).The area under the ROC curve for preoperative calcitonin in diagnosing LLNM was 0.750(P=0.000),with an optimal cutoff value of 266.00 ng/L(sensitivity 0.854,specificity 0.577).The diagnostic value of preoperative CEA for LLNM was limited.Univariate analysis showed that sex,extracapsular extension,T stage,central lymph node metastasis(CLNM),bilateral lesions,preoperative calcitonin,tumor diameter,and multifocality were significantly associated with LLNM in MTC patients(all P<0.05).Multivariate analysis revealed that CLNM(OR=17.645,95%CI=7.728-40.290)and preoperative calcitonin≥266.00 ng/L(OR=7.832,95%CI=3.132-19.582)were independent risk factors for LLNM.Conclusion:CLNM and elevated preoperative calcitonin level are closely associated with LLNM in patients with MTC.The combination of these two indicators may help identify high-risk patients for LLNM,thereby and promoting individualized and precise treatment strategies for MTC.
3.Clinical efficacy of lateral interbody fusion versus posterior lumbar interbody fusion in the treatment of severe lumbar spinal stenosis
Bing CHEN ; Chao CHEN ; Xiaopeng LI ; Hanming BIAN ; Wentao WAN ; Gang LIU ; Dong ZHAO ; Haiyun YANG ; Limin SUN ; Baoshan XU ; Xiangqian FANG ; Xinlong MA ; Qiang YANG
Chinese Journal of Orthopaedics 2025;45(9):596-603
Objective:To investigate the clinical efficacy of lumbar lateral interbody fusion (LLIF) versus posterior lumbar interbody fusion (PLIF) in the treatment of severe lumbar spinal stenosis.Methods:The data of patients with severe lumbar spinal stenosis who underwent LLIF or PLIF from February 2019 to December 2023 were retrospectively analyzed. There were 30 patients in the LLIF group, 10 males and 20 females, aged 62.7±5.6 years (range, 53-74 years), including 21 cases of single segment and 9 cases of double segment. There were 46 patients in the PLIF group, including 20 males and 26 females, aged 63.2±8.4 years (range, 43-75 years), 40 cases of single segment and 6 cases of double segment. The visual analogue scale (VAS), Oswestry disability index (ODI), intervertebral space height, intervertebral foramen height and postoperative complications were compared between the two groups.Results:All patients were followed up for an average of 21.3±6.4 months (range, 12-32 months). The intraoperative blood loss in the LLIF group was 112.2±76.9 ml, which was significantly lower than 193.9±88.2 ml in the PLIF group ( P<0.05). The VAS scores of back pain and leg pain after operation were significantly lower than those before operation in the two groups ( P<0.05). There was no statistically significant difference between groups in back pain VAS scores at preoperative, 6 months postoperative, and final follow-up ( P>0.05); the back pain VAS score at 1 month postoperatively in the LLIF group was 1.6±1.2, which was less than 2.8±0.7 in the PLIF group ( P<0.05). There was no statistically significant difference between groups in leg pain VAS scores at preoperative, 1 month postoperative, and 6 months postoperative ( P>0.05); the leg pain VAS score at the final follow-up in the LLIF group was 1.2±1.5, which was smaller than 1.8±1.0 in the PLIF group ( P<0.05). The postoperative ODI was smaller than the preoperative one in both groups, and the difference was statistically significant ( P<0.05); the preoperative, 1-month postoperative, 6-month postoperative, and final follow-up ODIs in the LLIF group were 45.7%±16.0%, 17.9%±12.0%, 16.2%±11.6%, and 15.7%±11.7%, and those in the PLIF group were 47.9%±15.4%, 20.1%±9.3%, 16.9%±10.6%, and 14.6%±11.0% in the PLIF group, and the difference between the groups was not statistically significant ( P>0.05). The preoperative intervertebral space height in the LLIF group was 10.6±2.0 mm, which was smaller than that in the PLIF group 11.8±2.2 mm ( P<0.05). The intervertebral space heights in the immediate postoperative period and at the final follow-up were 13.3±2.3 mm and 12.3±2.2 mm in the LLIF group and 13.7±1.7 mm and 13.0±1.9 mm in the PLIF group ( P>0.05). The preoperative intervertebral foraminal height in the LLIF group was 18.0±3.2 mm, which was smaller than that of 19.7±2.4 mm in the PLIF group ( P<0.05); the intervertebral foraminal heights in the immediate postoperative period and at the final follow-up were 21.4±2.5 mm and 20.2±2.4 mm in the LLIF group, and in the PLIF group were 20.7±2.4 mm and 19.7±2.6 mm in the PLIF group ( P>0.05). In the LLIF group, 2 cases had femoral nerve injury and 2 cases had transient back pain after operation. There were 2 cases of cerebrospinal fluid leakage, 1 case of screw loosening, and 2 cases of deep vein thrombosis in the PLIF group. In the PLIF group, 2 patients underwent revision, including 1 case due to cage displacement and 1 case due to screw malposition. The fusion settling rate was 21% (8/39) in the LLIF group and 12% (6/52) in the PLIF group ( P>0.05). Conclusion:Both LLIF and PLIF can effectively restore the intervertebral height, improve the lumbar function and the symptoms of back and leg pain in the treatment of severe lumbar spinal stenosis.
4.Preoperative ultrasound and clinical features to predict skip metastasis in medullary thyroid carcinoma
Jing ZHAO ; Yan DENG ; Lei ZHANG ; Xiangqian ZHENG ; Xi WEI
Chinese Journal of Ultrasonography 2025;34(5):397-402
Objective:To investigate the preoperative risk features of skip metastasis in medullary thyroid carcinoma(MTC),and analyze the rule and the causes of missed diagnosis of skip metastasis.Methods:A retrospective study of 208 MTC patients in Tianjin Medical University Cancer Institute and Hospital between January 2013 and January 2023 were enrolled. Based on postoperative pathology,patients were classified into without lateral cervical metastasis group( n=102),skip metastasis group( n=21),and non-skip metastasis group( n=85). Prognostic outcomes were compared via Kaplan-Meier analysis in the 3 groups. Univariate and multivariate Logistic regression identified risk factors for lateral cervical metastasis and skip metastasis.The distribution patterns,clinical and sonographic features of metastatic lymph nodes were analysed. Results:Prognostic differences:The group without lateral cervical metastasis showed the highest biochemical cure rate,followed by the skip subgroupand non-skip subgroup( P<0.001). The results of the regression analysis showed male( OR=2.930,95% CI=1.295-6.628),preoperative calcitonin >317 ng/L( OR=9.820,95% CI=3.541-27.234),tumor contact with the length/perimeter ≥1/4( OR=3.275,95% CI=1.353-7.927),a taller-than-wide shape <1( OR=24.239,95% CI=6.319-92.983),irregular margins( OR=3.658,95% CI=1.213-11.036),solid composition( OR=25.639,95% CI=2.295-286.408)and calcifications( OR=15.429,95% CI=4.090-58.202)were independent risk factors for lateral cervicalasis. Tumor size ≤ 1 cm( OR=4.735,95% CI=0.067-0.868)and upper pole involvement( OR=6.879,95% CI=0.069-0.679)were independent risk factors for skip metastasis. The rules of skip metastasis:Skip metastasis group could distribute to levels Ⅱ( n=9),Ⅲ( n=13),Ⅳ( n=14),and Ⅴ( n=2),the number of metastatic lymph nodes was significantly less than non-skipping group[4(8.0) vs.11(17.5), P<0.001]. There were no statistically significant differences in size,shape,hilum,calcifications,peripheral vascularity and the number of high suspicious ultrasound features of metastatic lymph node between the two groups(all P>0.05). Conclusions:The prognosis is best in the without lateral cervical metastasis,followed by skip metastasis,and is worst for non-skip metastasis. A small number of metastatic lymph nodes may be the reason for the missed diagnosis of skip metastasis by ultrasound. Male,calcitonin > 317 ng/L,tumor contact with the length/perimeter ≥ 1/4,a taller-than-wide shape,irregular margins,solid composition and calcifications are independent risk factors for lateral cervicalasis . Tumor size ≤ 1 cm and upper pole involvement should alert to skip metastasis.
5.Clinical efficacy of lateral interbody fusion versus posterior lumbar interbody fusion in the treatment of severe lumbar spinal stenosis
Bing CHEN ; Chao CHEN ; Xiaopeng LI ; Hanming BIAN ; Wentao WAN ; Gang LIU ; Dong ZHAO ; Haiyun YANG ; Limin SUN ; Baoshan XU ; Xiangqian FANG ; Xinlong MA ; Qiang YANG
Chinese Journal of Orthopaedics 2025;45(9):596-603
Objective:To investigate the clinical efficacy of lumbar lateral interbody fusion (LLIF) versus posterior lumbar interbody fusion (PLIF) in the treatment of severe lumbar spinal stenosis.Methods:The data of patients with severe lumbar spinal stenosis who underwent LLIF or PLIF from February 2019 to December 2023 were retrospectively analyzed. There were 30 patients in the LLIF group, 10 males and 20 females, aged 62.7±5.6 years (range, 53-74 years), including 21 cases of single segment and 9 cases of double segment. There were 46 patients in the PLIF group, including 20 males and 26 females, aged 63.2±8.4 years (range, 43-75 years), 40 cases of single segment and 6 cases of double segment. The visual analogue scale (VAS), Oswestry disability index (ODI), intervertebral space height, intervertebral foramen height and postoperative complications were compared between the two groups.Results:All patients were followed up for an average of 21.3±6.4 months (range, 12-32 months). The intraoperative blood loss in the LLIF group was 112.2±76.9 ml, which was significantly lower than 193.9±88.2 ml in the PLIF group ( P<0.05). The VAS scores of back pain and leg pain after operation were significantly lower than those before operation in the two groups ( P<0.05). There was no statistically significant difference between groups in back pain VAS scores at preoperative, 6 months postoperative, and final follow-up ( P>0.05); the back pain VAS score at 1 month postoperatively in the LLIF group was 1.6±1.2, which was less than 2.8±0.7 in the PLIF group ( P<0.05). There was no statistically significant difference between groups in leg pain VAS scores at preoperative, 1 month postoperative, and 6 months postoperative ( P>0.05); the leg pain VAS score at the final follow-up in the LLIF group was 1.2±1.5, which was smaller than 1.8±1.0 in the PLIF group ( P<0.05). The postoperative ODI was smaller than the preoperative one in both groups, and the difference was statistically significant ( P<0.05); the preoperative, 1-month postoperative, 6-month postoperative, and final follow-up ODIs in the LLIF group were 45.7%±16.0%, 17.9%±12.0%, 16.2%±11.6%, and 15.7%±11.7%, and those in the PLIF group were 47.9%±15.4%, 20.1%±9.3%, 16.9%±10.6%, and 14.6%±11.0% in the PLIF group, and the difference between the groups was not statistically significant ( P>0.05). The preoperative intervertebral space height in the LLIF group was 10.6±2.0 mm, which was smaller than that in the PLIF group 11.8±2.2 mm ( P<0.05). The intervertebral space heights in the immediate postoperative period and at the final follow-up were 13.3±2.3 mm and 12.3±2.2 mm in the LLIF group and 13.7±1.7 mm and 13.0±1.9 mm in the PLIF group ( P>0.05). The preoperative intervertebral foraminal height in the LLIF group was 18.0±3.2 mm, which was smaller than that of 19.7±2.4 mm in the PLIF group ( P<0.05); the intervertebral foraminal heights in the immediate postoperative period and at the final follow-up were 21.4±2.5 mm and 20.2±2.4 mm in the LLIF group, and in the PLIF group were 20.7±2.4 mm and 19.7±2.6 mm in the PLIF group ( P>0.05). In the LLIF group, 2 cases had femoral nerve injury and 2 cases had transient back pain after operation. There were 2 cases of cerebrospinal fluid leakage, 1 case of screw loosening, and 2 cases of deep vein thrombosis in the PLIF group. In the PLIF group, 2 patients underwent revision, including 1 case due to cage displacement and 1 case due to screw malposition. The fusion settling rate was 21% (8/39) in the LLIF group and 12% (6/52) in the PLIF group ( P>0.05). Conclusion:Both LLIF and PLIF can effectively restore the intervertebral height, improve the lumbar function and the symptoms of back and leg pain in the treatment of severe lumbar spinal stenosis.
6.Risk factors for lateral cervical lymph node metastasis in medullary thyroid carcinoma:a single-center retrospective analysis
Jingzhu ZHAO ; Linfei HU ; Dapeng LI ; Xianhui RUAN ; Jiadong CHI ; Xinwei YUN ; Xiangqian ZHENG
Chinese Journal of General Surgery 2025;34(5):930-936
Background and Aims:Medullary thyroid carcinoma(MTC)is an aggressive malignancy that is frequently associated with cervical lymph node metastasis,significantly affecting patient prognosis.However,the risk factors for lateral cervical lymph node metastasis(LLNM)in MTC remain inconclusive.This study aims to identify the risk factors associated with LLNM in MTC patients,in order to inform individualized surgical decision-making.Methods:The clinicopathologic data of 242 patients with MTC who underwent surgical treatment at Tianjin Medical University Cancer Institute and Hospital from 2011 to 2019 were retrospectively collected.The relationships between preoperative tumor markers,including calcitonin and carcinoembryonic antigen(CEA),and LLNM were evaluated.Univariate and multivariate logistic regression analyses were performed to identify independent risk factors for LLNM.Results:Preoperative calcitonin level was significantly associated with tumor diameter,the number of lymph node metastases,and the extent of lymph node involvement,while preoperative CEA level was significantly associated with tumor diameter(all P<0.05).The area under the ROC curve for preoperative calcitonin in diagnosing LLNM was 0.750(P=0.000),with an optimal cutoff value of 266.00 ng/L(sensitivity 0.854,specificity 0.577).The diagnostic value of preoperative CEA for LLNM was limited.Univariate analysis showed that sex,extracapsular extension,T stage,central lymph node metastasis(CLNM),bilateral lesions,preoperative calcitonin,tumor diameter,and multifocality were significantly associated with LLNM in MTC patients(all P<0.05).Multivariate analysis revealed that CLNM(OR=17.645,95%CI=7.728-40.290)and preoperative calcitonin≥266.00 ng/L(OR=7.832,95%CI=3.132-19.582)were independent risk factors for LLNM.Conclusion:CLNM and elevated preoperative calcitonin level are closely associated with LLNM in patients with MTC.The combination of these two indicators may help identify high-risk patients for LLNM,thereby and promoting individualized and precise treatment strategies for MTC.
7.Clinical guideline for vertebral augmentation of acute symptomatic osteoporotic thoracolumbar compression fractures (version 2025)
Bolong ZHENG ; Wei MEI ; Yanzheng GAO ; Liming CHENG ; Jian CHEN ; Qixin CHEN ; Liang CHEN ; Xigao CHENG ; Jian DONG ; Jin FAN ; Shunwu FAN ; Xiangqian FANG ; Zhong FANG ; Shiqing FENG ; Haoyu FENG ; Haishan GUAN ; Yong HAI ; Baorong HE ; Lijun HE ; Yuan HE ; Hua HUI ; Weimin JIANG ; Junjie JIANG ; Dianming JIANG ; Xuewen KANG ; Hua GUO ; Jianjun LI ; Feng LI ; Li LI ; Weishi LI ; Chunde LI ; Qi LIAO ; Baoge LIU ; Xiaoguang LIU ; Xuhua LU ; Shibao LU ; Bin LIN ; Chao MA ; Xuexiao MA ; Renfu QUAN ; Limin RONG ; Honghui SUN ; Tiansheng SUN ; Yueming SONG ; Hongxun SANG ; Jun SHU ; Jiacan SU ; Jiwei TIAN ; Xinwei WANG ; Zhe WANG ; Zheng WANG ; Zhengwei XU ; Huilin YANG ; Jiancheng YANG ; Liang YAN ; Feng YAN ; Guoyong YIN ; Xuesong ZHANG ; Zhongmin ZHANG ; Jie ZHAO ; Yuhong ZENG ; Yue ZHU ; Rongqiang ZHANG
Chinese Journal of Trauma 2025;41(9):805-818
Acute symptomatic osteoporotic thoracolumbar compression fracture (ASOTLF) can lead to chronic low back pain, kyphosis deformity, pulmonary dysfunction, loss of mobility, and even life-threatening complications. Vertebral augmentation is currently the mainstream treatment method for this condition. In 2019, the Editorial Board of Chinese Journal of Trauma and the Spinal Trauma Group of Orthopedic Surgeons Branch of Chinese Medical Doctor Association collaboratively led the development of Clinical guideline for vertebral augmentation for acute symptomatic osteoporotic thoracolumbar compression fractures. Six years later, with advances in clinical diagnosis and treatment techniques as well as accumulating evidence in related fields, the 2019 guideline requires updating. To this end, the Spinal Trauma Group of Orthopedic Surgeons Branch of Chinese Medical Doctor Association, the Spinal Health Professional Committee of China Human Health Science and Technology Promotion Association, and the Minimally Invasive Orthopedics Professional Committee of Shaanxi Medical Doctor Association have organized experts in the field to develop the Clinical guideline for vertebral augmentation of acute symptomatic osteoporotic thoracolumbar compression fractures ( version 2025) , based on the latest evidence-based medical researches. This guideline incorporates 3 recommendations retained from the 2019 version with updated strength of evidence, along with 12 new recommendations. It provides recommendations from six aspects of diagnosis, pain management, treatment option selection, prevention of postoperative complications, anti-osteoporosis therapy, and postoperative rehabilitation, aiming to provide a reference for standard treatment of vertebral augmentation for ASOTLF in hospitals at all levels.
8.Preoperative ultrasound and clinical features to predict skip metastasis in medullary thyroid carcinoma
Jing ZHAO ; Yan DENG ; Lei ZHANG ; Xiangqian ZHENG ; Xi WEI
Chinese Journal of Ultrasonography 2025;34(5):397-402
Objective:To investigate the preoperative risk features of skip metastasis in medullary thyroid carcinoma(MTC),and analyze the rule and the causes of missed diagnosis of skip metastasis.Methods:A retrospective study of 208 MTC patients in Tianjin Medical University Cancer Institute and Hospital between January 2013 and January 2023 were enrolled. Based on postoperative pathology,patients were classified into without lateral cervical metastasis group( n=102),skip metastasis group( n=21),and non-skip metastasis group( n=85). Prognostic outcomes were compared via Kaplan-Meier analysis in the 3 groups. Univariate and multivariate Logistic regression identified risk factors for lateral cervical metastasis and skip metastasis.The distribution patterns,clinical and sonographic features of metastatic lymph nodes were analysed. Results:Prognostic differences:The group without lateral cervical metastasis showed the highest biochemical cure rate,followed by the skip subgroupand non-skip subgroup( P<0.001). The results of the regression analysis showed male( OR=2.930,95% CI=1.295-6.628),preoperative calcitonin >317 ng/L( OR=9.820,95% CI=3.541-27.234),tumor contact with the length/perimeter ≥1/4( OR=3.275,95% CI=1.353-7.927),a taller-than-wide shape <1( OR=24.239,95% CI=6.319-92.983),irregular margins( OR=3.658,95% CI=1.213-11.036),solid composition( OR=25.639,95% CI=2.295-286.408)and calcifications( OR=15.429,95% CI=4.090-58.202)were independent risk factors for lateral cervicalasis. Tumor size ≤ 1 cm( OR=4.735,95% CI=0.067-0.868)and upper pole involvement( OR=6.879,95% CI=0.069-0.679)were independent risk factors for skip metastasis. The rules of skip metastasis:Skip metastasis group could distribute to levels Ⅱ( n=9),Ⅲ( n=13),Ⅳ( n=14),and Ⅴ( n=2),the number of metastatic lymph nodes was significantly less than non-skipping group[4(8.0) vs.11(17.5), P<0.001]. There were no statistically significant differences in size,shape,hilum,calcifications,peripheral vascularity and the number of high suspicious ultrasound features of metastatic lymph node between the two groups(all P>0.05). Conclusions:The prognosis is best in the without lateral cervical metastasis,followed by skip metastasis,and is worst for non-skip metastasis. A small number of metastatic lymph nodes may be the reason for the missed diagnosis of skip metastasis by ultrasound. Male,calcitonin > 317 ng/L,tumor contact with the length/perimeter ≥ 1/4,a taller-than-wide shape,irregular margins,solid composition and calcifications are independent risk factors for lateral cervicalasis . Tumor size ≤ 1 cm and upper pole involvement should alert to skip metastasis.
9.Ultrasound radiomics combined with clinical and ultrasound semantic features to predict lateral cervical lymph node metastasis in medullary thyroid carcinoma
Jing ZHAO ; Lihui ZHAO ; Lei ZHANG ; Yan DENG ; Yiran MAO ; Xiangqian ZHENG ; Xi WEI
Chinese Journal of General Surgery 2024;39(12):929-934
Objective:To investigate the value of a model combined ultrasound radiomics with clinical and ultrasound image semantic features in predicting lateral cervical lymph node metastasis of medullary thyroid carcinoma (MTC)Methods:The clinical and ultrasound imaging data of 271 patients with MTC admitted at Tianjin Medical University Cancer Institute and Hospital from Jan 2015 to Jan 2023 were retrospectively analyzed. Among those there were 114 cases with lateral cervical lymph node metastasis and 157 cases .The region of interest was delineated by ITKSNAP in the maximum transverse section of the tumor and the radiomics features were extracted by Pyradiomics.The patients were randomly divided into training set and validation set in a ratio of 7∶3. Maximum correlation minimum redundancy was screened for stable radiomics features . The random forest algorithm was applied to construct clinical ultrasound semantics model, ultrasound radiomics model, and combined model,The predictive performance of each model was evaluated by the area under the ROC curve (AUC). The predictive ability of the three models was compared by Delong test.Results:The AUC, sensitivity, specificity, and accuracy of clinical ultrasound semantics model, ultrasound radiomics model, and combined model were 0.78,65.8%,78.9%,73.2%; 0.75,60.8%, 69.8%, 65.8%; 0.84,70.1%,81.6%,77.0% respectively. Delong Test showed that the difference of AUC between clinical ultrasound semantics model and ultrasound radiomics model was no statistical difference ( Z=0.731, P=0.465). The AUC of combined model was better than clinical ultrasound semantics model ( Z=-2.126, P=0.034) and ultrasound radiomics model ( Z=-2.318, P=0.021). Conclusion:The model combined clinical characteristics,biochemical indexes,ultrasound semantic findings and ultrasound radiomics features has good performance in predicting lateral cervical lymph node metastasis of MTC.
10.Exploration on the Cultivation of Smart Medical Talents under the Background of Education Digital Transformation
Jin WANG ; Qiujie WANG ; Wenlong ZHAO ; Guangtao HU ; Xiangqian HE
Journal of Medical Informatics 2024;45(10):1-6
Purpose/Significance To explore the training path of smart medical compound talents with both medical knowledge and artificial intelligence(AI)engineering technology under the background of education digital transformation.Method/Process By apply-ing the methods of educational practice and literature research,the paper analyzes the challenges faced by education digital transforma-tion,expounds the construction method of the"real-virtual"digital transformation model of smart medical education,and puts forward the training path of smart medical talents.Result/Conclusion Under the background of education digital transformation,it is necessary to reshape the concept of smart medical education and innovate the evaluation mode of smart medical education,realize the reform of"teach-ing""learning"and"management"through the smart campus system.

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