1.Effect and prognosis of thoracolumbar fracture combined with incomplete spinal cord injury on male sexual function
Gao SI ; Yuexin WANG ; Daole HU ; Guojin HOU ; Zhongwei YANG ; Yan GUO ; Zhishan ZHANG ; Hongquan JI ; Fang ZHOU ; Yun TIAN ; Yang LYU
Chinese Journal of Orthopaedics 2025;45(9):552-560
Objective:To investigate the effects of thoracolumbar vertebral fracture with incomplete spinal cord injury on male sexual function and postoperative prognosis.Methods:A retrospective review was conducted on data from 144 male patients with thoracolumbar vertebral fractures and incomplete spinal cord injuries treated between May 2009 and May 2021 in the Department of Traumatology and Orthopedics at Peking University Third Hospital. Patients ranged in age from 19 to 55 years (mean: 38.6±10.6 years) and underwent posterior incision and reduction internal fixation. The International Index of Erectile Function-5 (IIEF-5), the Premature Ejaculation Diagnostic Tool (PEDT), and the International Spinal Cord Injury Male Sexual Function Basic Data Set were used for sexual function evaluation. Based on the American Spinal Injury Association (ASIA) Spinal Cord Injury classification, changes in neurological and sexual function were assessed at the pre-injury stage, 3 months post-injury, 2 years postoperatively, and at the final follow-up. Factors influencing sexual dysfunction and recovery were analyzed. Spearman correlation analysis was used to identify factors affecting sexual function injury and recovery.Results:A total of 117 patients were included in the final analysis. Follow-up duration ranged from 26.2 to 161.7 months (mean: 74.6±40.5 months). After injury, ASIA grades were distributed as follows: 43 patients with grade B, 41 with grade C, and 33 with grade D. At the 2-year follow-up, 30 patients were grade E, 63 grade D, 19 grade C, and 5 grade B. Improvement in ASIA classification was observed in 90.6% (106/117) of patients: 79 improved by one grade, 27 by two grades, 8 remained unchanged, 1 worsened by one grade, and 2 worsened by two grades. Mean IIEF-5 scores were 19.5±6.4 pre-injury, 8.7±8.0 at 3 months post-injury, and 17.5±7.1 at 2 years postoperatively, with statistically significant differences ( F=123.247, P<0.001). Differences between 3 months post-injury vs. pre-injury and 2 years postoperatively vs. 3 months post-injury were statistically significant ( P<0.05). Mean PEDT scores were 5.3±3.1 pre-injury, 6.9±5.2 at 3 months post-injury, and 6.4±5.1 at 2 years postoperatively, with statistically significant differences ( F=17.014, P<0.001). The difference between 3 months post-injury and pre-injury was statistically significant ( P<0.05), but not between 2 years postoperatively and 3 months post-injury ( P>0.05). At the 2-year follow-up, 96 patients had their IIEF-5 classification restored to pre-injury levels, 85 restored PEDT classifications, and 83 restored both. Post-injury ASIA classification was positively correlated with a decrease in IIEF-5 score and an increase in PEDT score at 3 months post-injury ( P<0.05). Injury segment was positively correlated with the decrease in IIEF-5 score ( P<0.05). Time from injury to surgery showed a positive correlation with increased PEDT score at 3 months ( P<0.05). Post-injury ASIA grade, injury segment, time to surgery, age, intraoperative decompression, and spinal cord function recovery all showed significant correlations with changes in IIEF-5 and (or) PEDT scores at 2 years postoperatively ( P<0.05). According to the International Spinal Cord Injury Male Sexual Function Basic Data Set, the proportion of patients willing to discuss sexual issues increased from 29.9% at 3 months post-injury to 47.9% at 2 years postoperatively ( P<0.05). The proportion of patients with absent or diminished psychogenic erections remained stable (48.7% vs. 48.9%, P>0.05), while those with normal reflexive erections increased from 34.2% to 65.0% ( P<0.05). Conclusion:Thoracolumbar fractures with incomplete spinal cord injury result in reduced erectile function and increased incidence of premature ejaculation. The degree of spinal cord injury and the level of the injured segment are strongly correlated with the extent of sexual dysfunction. At the 2-year postoperative follow-up, 70.9% of patients had recovered sexual function to pre-injury levels.
2.Effect and prognosis of thoracolumbar fracture combined with incomplete spinal cord injury on male sexual function
Gao SI ; Yuexin WANG ; Daole HU ; Guojin HOU ; Zhongwei YANG ; Yan GUO ; Zhishan ZHANG ; Hongquan JI ; Fang ZHOU ; Yun TIAN ; Yang LYU
Chinese Journal of Orthopaedics 2025;45(9):552-560
Objective:To investigate the effects of thoracolumbar vertebral fracture with incomplete spinal cord injury on male sexual function and postoperative prognosis.Methods:A retrospective review was conducted on data from 144 male patients with thoracolumbar vertebral fractures and incomplete spinal cord injuries treated between May 2009 and May 2021 in the Department of Traumatology and Orthopedics at Peking University Third Hospital. Patients ranged in age from 19 to 55 years (mean: 38.6±10.6 years) and underwent posterior incision and reduction internal fixation. The International Index of Erectile Function-5 (IIEF-5), the Premature Ejaculation Diagnostic Tool (PEDT), and the International Spinal Cord Injury Male Sexual Function Basic Data Set were used for sexual function evaluation. Based on the American Spinal Injury Association (ASIA) Spinal Cord Injury classification, changes in neurological and sexual function were assessed at the pre-injury stage, 3 months post-injury, 2 years postoperatively, and at the final follow-up. Factors influencing sexual dysfunction and recovery were analyzed. Spearman correlation analysis was used to identify factors affecting sexual function injury and recovery.Results:A total of 117 patients were included in the final analysis. Follow-up duration ranged from 26.2 to 161.7 months (mean: 74.6±40.5 months). After injury, ASIA grades were distributed as follows: 43 patients with grade B, 41 with grade C, and 33 with grade D. At the 2-year follow-up, 30 patients were grade E, 63 grade D, 19 grade C, and 5 grade B. Improvement in ASIA classification was observed in 90.6% (106/117) of patients: 79 improved by one grade, 27 by two grades, 8 remained unchanged, 1 worsened by one grade, and 2 worsened by two grades. Mean IIEF-5 scores were 19.5±6.4 pre-injury, 8.7±8.0 at 3 months post-injury, and 17.5±7.1 at 2 years postoperatively, with statistically significant differences ( F=123.247, P<0.001). Differences between 3 months post-injury vs. pre-injury and 2 years postoperatively vs. 3 months post-injury were statistically significant ( P<0.05). Mean PEDT scores were 5.3±3.1 pre-injury, 6.9±5.2 at 3 months post-injury, and 6.4±5.1 at 2 years postoperatively, with statistically significant differences ( F=17.014, P<0.001). The difference between 3 months post-injury and pre-injury was statistically significant ( P<0.05), but not between 2 years postoperatively and 3 months post-injury ( P>0.05). At the 2-year follow-up, 96 patients had their IIEF-5 classification restored to pre-injury levels, 85 restored PEDT classifications, and 83 restored both. Post-injury ASIA classification was positively correlated with a decrease in IIEF-5 score and an increase in PEDT score at 3 months post-injury ( P<0.05). Injury segment was positively correlated with the decrease in IIEF-5 score ( P<0.05). Time from injury to surgery showed a positive correlation with increased PEDT score at 3 months ( P<0.05). Post-injury ASIA grade, injury segment, time to surgery, age, intraoperative decompression, and spinal cord function recovery all showed significant correlations with changes in IIEF-5 and (or) PEDT scores at 2 years postoperatively ( P<0.05). According to the International Spinal Cord Injury Male Sexual Function Basic Data Set, the proportion of patients willing to discuss sexual issues increased from 29.9% at 3 months post-injury to 47.9% at 2 years postoperatively ( P<0.05). The proportion of patients with absent or diminished psychogenic erections remained stable (48.7% vs. 48.9%, P>0.05), while those with normal reflexive erections increased from 34.2% to 65.0% ( P<0.05). Conclusion:Thoracolumbar fractures with incomplete spinal cord injury result in reduced erectile function and increased incidence of premature ejaculation. The degree of spinal cord injury and the level of the injured segment are strongly correlated with the extent of sexual dysfunction. At the 2-year postoperative follow-up, 70.9% of patients had recovered sexual function to pre-injury levels.
3.Analysis of risk factors for sepsis in patients with severe trauma
Ke FENG ; Yi GOU ; Bohui LYU ; Zhongwei CHEN
Chinese Journal of Trauma 2024;40(8):727-733
Objective:To investigate the risk factors for sepsis in patients severe trauma.Methods:A retrospective case-control study was conducted to analyze the clinical data of 149 patients with severe trauma admitted to General Hospital of Ningxia Medical University from January 2021 to June 2022, including 112 males and 37 females, aged 18-93 years [(50.6±16.3)years]. According to whether the patients developed sepsis, they were divided into sepsis group ( n=66) and non-sepsis group ( n=83). A comparison was made between the two groups in gender, age, measurements of body temperature, heart rate, respiration, systolic blood pressure, diastolic blood pressure, mean artery pressure (MAP), oxygen saturation (SPO 2), white blood cell (WBC), absolute neutrophil count (ANC), percentage of neutrophils (NEUT%), red blood cell count (RBC), hemoglobin (HGB), platelet count (PLT), prothrombin time (PT), activated partial thromboplastin time (APTT), D-dimer level, level of lactic acid, level of blood glucose, quick sequential organ failure assessment (qSOFA), sequential organ failure assessment (SOFA), acute physiology and chronic health evaluation II (APACHE II) score, Glasgow coma scale (GCS), and injury severity score (ISS) within 24 hours of admission, causes of injury, injury sites, number of injury sites, hemorrhagic shock (HS), open injury, endotracheal intubation, length of ICU stay and total length of hospital stay. Univariate analysis and multivariate Logistic regression analysis were used to determine the independent risk factors for severe post-traumatic sepsis. Results:The results of univariate analysis showed that there were statistically significant differences in age, respiration, SPO 2, WBC and ANC, D-dimer level, blood glucose level, qSOFA, SOFA, APACHE II score, GCS, ISS, head and neck injury, open injury, tracheal intubation, length of ICU stay, and total length of hospital stay between the sepsis group and non-sepsis group ( P<0.05 or 0.01); whereas there were no significant differences in gender, underlying disease, body temperature, heart rate, systolic blood pressure, diastolic blood pressure, MAP, NEUT%, RBC, HGB, PLT, PT, APTT, lactic acid level, cause of injury, facial injury, chest injury, abdominal and pelvic injury, limb and pelvic injury, number of injury sites, and HS between the two groups ( P>0.05). Multivariate Logistic regression analysis showed that D-dimer level ( OR=0.97, 95% CI 0.96, 0.99, P<0.01) and tracheal intubation ( OR=15.80, 95% CI 2.14, 116.69, P<0.01) were significantly correlated with sepsis in patients with severe trauma. Conclusion:D-dimer level collected within 24 hours of admission and tracheal intubation are independent risk factors for sepsis in patients with severe trauma.
4.HVPG minimally invasive era: exploration based on forearm venous approach
Jitao WANG ; Lei LI ; Meng NIU ; Qingliang ZHU ; Zhongwei ZHAO ; Kohei KOTANI ; Akira YAMAMOTO ; Haijun ZHANG ; Shuangxi LI ; Dan XU ; Ning KANG ; Xiaoguo LI ; Kunpeng ZHANG ; Jun SUN ; Fazong WU ; Hailong ZHANG ; Dengxiang LIU ; Muhan LYU ; Jiansong JI ; Norifumi KAWADA ; Ke XU ; Xiaolong QI
Chinese Journal of Hepatology 2024;32(1):35-39
Objective:The transjugular or transfemoral approach is used as a common method for hepatic venous pressure gradient (HVPG) measurement in current practice. This study aims to confirm the safety and effectiveness of measuring HVPG via the forearm venous approach.Methods:Prospective recruitment was conducted for patients with cirrhosis who underwent HVPG measurement via the forearm venous approach at six hospitals in China and Japan from September 2020 to December 2020. Patients' clinical baseline information and HVPG measurement data were collected. The right median cubital vein or basilic vein approach for all enrolled patients was selected. The HVPG standard process was used to measure pressure. Research data were analyzed using SPSS 22.0 statistical software. Quantitative data were used to represent medians (interquartile ranges), while qualitative data were used to represent frequency and rates. The correlation between two sets of data was analyzed using Pearson correlation analysis.Results:A total of 43 cases were enrolled in this study. Of these, 41 (95.3%) successfully underwent HVPG measurement via the forearm venous approach. None of the patients had any serious complications. The median operation time for HVPG detection via forearm vein was 18.0 minutes (12.3~38.8 minutes). This study confirmed that HVPG was positively closely related to Child-Pugh score ( r = 0.47, P = 0.002), albumin-bilirubin score ( r = 0.37, P = 0.001), Lok index ( r = 0.36, P = 0.02), liver stiffness ( r = 0.58, P = 0.01), and spleen stiffness ( r = 0.77, P = 0.01), while negatively correlated with albumin ( r = -0.42, P = 0.006). Conclusion:The results of this multi-centre retrospective study suggest that HVPG measurement via the forearm venous approach is safe and feasible.
5.Efficacy and safety of anaprazole in the treatment of reflux esophagitis: a multicenter, randomized, double-blinded phase Ⅱ clinical study
Huiyun ZHU ; Huizhen FAN ; Zhongwei PAN ; Caibin HUANG ; Hao WU ; Jigang RUAN ; Nonghua LYU ; Zhaoshen LI ; Yiqi DU
Chinese Journal of Digestion 2024;44(9):590-597
Objective:To evaluate the efficacy and safety of anaprazole (40 mg and 60 mg) and compared with rabeprazole (20 mg) in the treatment of reflux esophagitis (RE).Methods:This multicenter, randomized, double-blinded, positive drug parallel controlled study was led by the First Affiliated Hospital of Naval Medical University (Shanghai Changhai Hospital) and a total of 24 clinical trial institutions nationwide including the First Affiliated Hospital of Nanchang University, Yichun People′s Hospital, Meihekou Central Hospital, the First Affiliated Hospital of Gannan Medical University, and Jinhua Central Hospital, participated in this research. A total of 156 patients with RE (Los Angeles grade A to D) were enrolled and randomly divided into 3 groups, anaprazole 40 mg group, anaprazole 60 mg group and rabeprazole 20 mg group, using a random number table in a ratio of 1∶1∶1. Patients in the above 3 groups were treated with the appropriate trial medication once per day for 4 or 8 weeks. The endoscopic healing rates were evaluated by Blinded Independent Central Review (BICR) and investigators. In addition, the improvement in the severity of individual symptoms (daytime reflux, daytime heartburn, nighttime reflux, nighttime heartburn) and medication safety were also evaluated. The endoscopic healing rates and 95% confidence intervals (95% CI) at week-8 and -4 were calculated by groups, as well as the difference in the healing rates and their 95% CI among groups. The chi-square test was used for statistical analysis. Results:A total of 153 subjects were included in the full analysis set (FAS), 144 in the per-protocol analysis set (PPS) and 151 in the safety set (SS). In the FAS, after 8 weeks of treatment, the endoscopic healing rates of anaprazole 40 mg group, anaprazde 60 mg group and raberazole 20 mg group blindly assessed by BICR were 86.0% (43/50), 86.5% (45/52) and 86.3% (44/51), respectively, and the 95% CI were 76.4% to 95.6%, 77.3% to 95.8% and 76.8% to 95.7%, respectively.The endoscopic healing rates of anaprazole 40 mg group, anaprazde 60 mg group and raberazole 20 mg group blindly evaluated by investigators were 88.0% (44/50), 90.4% (47/52) and 86.3% (44/51), respectively, and the 95% CI were 79.0% to 97.0%, 82.4% to 98.4% and 76.8% to 95.7%, respectively. The endoscopic healing rates were similar among groups. In the FAS, the differences in healing rates(95% CI) assessed by BICR and investigators between anaprazole 40 mg, anaprazole 60 mg and rabeprazole 20 mg group were -0.3%(-13.7% to 13.2%), 0.6%(-12.3% to 13.6%), respectively and 1.7%(-11.3% to 14.8%), 3.9%(-8.5% to 16.3%), respectively. The results of the PPS were consistent with those of the FAS. After 8 weeks of treatment, the severity scores of individual symptoms (daytime reflux, daytime heartburn, nighttime reflux, nighttime heartburn) decreased in all groups. The differences between post-treatment and baseline in anaprazole 40 mg group, anaprazole 60 mg group and rabeprazole 20 mg group were -1.54±1.00, -1.91±1.00, -1.51±0.76, -1.45±0.71; -1.30±0.94, -1.59±0.96, -1.33±0.65, -1.42±0.60; and -1.74±0.85, -1.76±0.93, -1.45±0.66, -1.66±0.79, respectively. The incidence of treatment emergent adverse event of anaprazole 40 mg group, anaprazole 60 mg group and rabeprazole 20 mg group were 57.1% (28/49), 48.1% (25/52) and 60.0% (30/50), respectively, and the incidence of treatment related adverse event were 18.4% (9/24), 25.0% (13/52) and 24.0% (12/50), respectively. There were no statistically significant differences in the incidence of treatment emergent adverse event and treatment related adverse event among 3 groups (all P>0.05). Conclusion:The efficacy and safety of anaprazole 40, 60 mg/d, and rabeprazole 20 mg/d in the treatment of RE are comparable.
6.Efficacy and safety of anaprazole in the treatment of reflux esophagitis: a multicenter, randomized, double-blinded phase Ⅱ clinical study
Huiyun ZHU ; Huizhen FAN ; Zhongwei PAN ; Caibin HUANG ; Hao WU ; Jigang RUAN ; Nonghua LYU ; Zhaoshen LI ; Yiqi DU
Chinese Journal of Digestion 2024;44(9):590-597
Objective:To evaluate the efficacy and safety of anaprazole (40 mg and 60 mg) and compared with rabeprazole (20 mg) in the treatment of reflux esophagitis (RE).Methods:This multicenter, randomized, double-blinded, positive drug parallel controlled study was led by the First Affiliated Hospital of Naval Medical University (Shanghai Changhai Hospital) and a total of 24 clinical trial institutions nationwide including the First Affiliated Hospital of Nanchang University, Yichun People′s Hospital, Meihekou Central Hospital, the First Affiliated Hospital of Gannan Medical University, and Jinhua Central Hospital, participated in this research. A total of 156 patients with RE (Los Angeles grade A to D) were enrolled and randomly divided into 3 groups, anaprazole 40 mg group, anaprazole 60 mg group and rabeprazole 20 mg group, using a random number table in a ratio of 1∶1∶1. Patients in the above 3 groups were treated with the appropriate trial medication once per day for 4 or 8 weeks. The endoscopic healing rates were evaluated by Blinded Independent Central Review (BICR) and investigators. In addition, the improvement in the severity of individual symptoms (daytime reflux, daytime heartburn, nighttime reflux, nighttime heartburn) and medication safety were also evaluated. The endoscopic healing rates and 95% confidence intervals (95% CI) at week-8 and -4 were calculated by groups, as well as the difference in the healing rates and their 95% CI among groups. The chi-square test was used for statistical analysis. Results:A total of 153 subjects were included in the full analysis set (FAS), 144 in the per-protocol analysis set (PPS) and 151 in the safety set (SS). In the FAS, after 8 weeks of treatment, the endoscopic healing rates of anaprazole 40 mg group, anaprazde 60 mg group and raberazole 20 mg group blindly assessed by BICR were 86.0% (43/50), 86.5% (45/52) and 86.3% (44/51), respectively, and the 95% CI were 76.4% to 95.6%, 77.3% to 95.8% and 76.8% to 95.7%, respectively.The endoscopic healing rates of anaprazole 40 mg group, anaprazde 60 mg group and raberazole 20 mg group blindly evaluated by investigators were 88.0% (44/50), 90.4% (47/52) and 86.3% (44/51), respectively, and the 95% CI were 79.0% to 97.0%, 82.4% to 98.4% and 76.8% to 95.7%, respectively. The endoscopic healing rates were similar among groups. In the FAS, the differences in healing rates(95% CI) assessed by BICR and investigators between anaprazole 40 mg, anaprazole 60 mg and rabeprazole 20 mg group were -0.3%(-13.7% to 13.2%), 0.6%(-12.3% to 13.6%), respectively and 1.7%(-11.3% to 14.8%), 3.9%(-8.5% to 16.3%), respectively. The results of the PPS were consistent with those of the FAS. After 8 weeks of treatment, the severity scores of individual symptoms (daytime reflux, daytime heartburn, nighttime reflux, nighttime heartburn) decreased in all groups. The differences between post-treatment and baseline in anaprazole 40 mg group, anaprazole 60 mg group and rabeprazole 20 mg group were -1.54±1.00, -1.91±1.00, -1.51±0.76, -1.45±0.71; -1.30±0.94, -1.59±0.96, -1.33±0.65, -1.42±0.60; and -1.74±0.85, -1.76±0.93, -1.45±0.66, -1.66±0.79, respectively. The incidence of treatment emergent adverse event of anaprazole 40 mg group, anaprazole 60 mg group and rabeprazole 20 mg group were 57.1% (28/49), 48.1% (25/52) and 60.0% (30/50), respectively, and the incidence of treatment related adverse event were 18.4% (9/24), 25.0% (13/52) and 24.0% (12/50), respectively. There were no statistically significant differences in the incidence of treatment emergent adverse event and treatment related adverse event among 3 groups (all P>0.05). Conclusion:The efficacy and safety of anaprazole 40, 60 mg/d, and rabeprazole 20 mg/d in the treatment of RE are comparable.
7.Application and progress of 99Tc m-GSA and 99Tc m-mebrofenin hepatobiliary scintigraphy in liver reserve function assessment
Junyu TONG ; Haidong CAI ; Chao MA ; Zhongwei LYU
Chinese Journal of Nuclear Medicine and Molecular Imaging 2023;43(4):248-251
The liver reserve function refers to the compensatory ability to maintain liver function after damage, providing implication for the resection of hepatic malignant tumor. Hepatobiliary scintigraphy imaging can provide quantitative evaluation of liver blood perfusion, and has advantages on the evaluation of liver reserve function and the prediction of postoperative complications. 99Tc m-galactosyl serum albumin (GSA) and 99Tc m-mebrofenin are commonly used imaging agents for hepatobiliary scintigraphy imaging assessment of liver reserve function. This article reviews the application and progress of hepatobiliary scintigraphy in liver reserve function assessment.
8.Effect and safety of anaprazole in the treatment of duodenal ulcers: a randomized, rabeprazole-controlled, phase III non-inferiority study
Huiyun ZHU ; Xue PAN ; Li ZHANG ; Hongxin SUN ; Huizhen FAN ; Zhongwei PAN ; Caibin HUANG ; Zhenwang SHI ; Jin DING ; Qi WANG ; Yiqi DU ; Nonghua LYU ; Zhaoshen LI
Chinese Medical Journal 2022;135(24):2941-2949
Background::The pharmacokinetic and clinical behaviors of many proton pump inhibitors (PPIs) in peptic ulcer treatment are altered by CYP2C19 genetic polymorphisms. This non-inferiority study evaluated the efficacy and safety of the novel PPI anaprazole compared with rabeprazole. We also explored the influence of Helicobacter pylori ( H. pylori) infection status and CYP2C19 polymorphism on anaprazole. Methods::In this multicenter, randomized, double-blind, double-dummy, positive-drug parallel-controlled, phase III study, Chinese patients with duodenal ulcers were randomized 1:1 to receive rabeprazole 10 mg + anaprazole placebo or rabeprazole placebo + anaprazole 20 mg once daily for 4 weeks. The primary efficacy endpoint was the 4-week ulcer healing rate assessed by blinded independent review. Secondary endpoints were the proportion of patients with improved overall and individual duodenal ulcer symptoms at 4 weeks. Furthermore, exploratory subgroup analysis of the primary endpoint by H. pylori status and CYP2C19 polymorphism was conducted. Adverse events were monitored for safety. Non-inferiority analysis was conducted for the primary endpoint. Results::The study enrolled 448 patients (anaprazole, n = 225; rabeprazole, n = 223). The 4-week healing rates were 90.9% and 93.7% for anaprazole and rabeprazole, respectively (difference, -2.8% [95% confidence interval, -7.7%, 2.2%]), demonstrating non-inferiority of anaprazole to rabeprazole. Overall duodenal ulcer symptoms improved in 90.9% and 92.5% of patients, respectively. Improvement rates of individual symptoms were similar between the groups. Healing rates did not significantly differ by H. pylori status or CYP2C19 genotype for either treatment group. The incidence of treatment-emergent adverse events was similar for anaprazole (72/220, 32.7%) and rabeprazole (84/219, 38.4%). Conclusions::The efficacy of anaprazole is non-inferior to that of rabeprazole in Chinese patients with duodenal ulcers.Registration::ClinicalTrials.gov, NCT04215653.
9.Automatic diagnosis and assessment of bone metastases on bone scans based on deep learning
Simin LIU ; Ming FENG ; Haidong CAI ; Ming SUN ; Yin WANG ; Zhongwei LYU ; Dan LI
Chinese Journal of Nuclear Medicine and Molecular Imaging 2022;42(1):22-26
Objective:To develop an approach for the automatic diagnosis of bone metastasis and to design a parameter of quantitative evaluation for tumor burden on bone scans based on deep learning technology.Methods:A total of 621 cases (389 males, 232 females, age: 12-93 years) of bone scan images from the Department of Nuclear Medicine in Tenth People′s Hospital of Tongji University from March 2018 to July 2019 were retrospectively analyzed. Images were divided into bone metastasis group and non-bone metastasis group. Eighty percent of the cases were randomly extracted from both groups as the training set, and the rest of cases were used as the test set. A deep residual convolutional neural network ResNet34 was used to construct the classification model and the segmentation model. The sensitivity, specificity and accuracy were calculated and the performance differences of the classification model in different age groups (15 cases of <50 years, 75 cases of ≥50 and <70 years, 33 cases of ≥70 years) were analyzed. The regions of metastatic bone lesions were automatically segmented by the segmentation model. The Dice coefficient was used to evaluate the effect of the segmentation model and the manual labeled results. Finally, the bone scans tumor burden index (BSTBI) was calculated to assess the tumor burden of bone metastases.Results:There were 280 cases with bone metastases and 341 cases with non-bone metastases, including 498 in training set and 123 in test set. The classification model could accurately identify bone metastases, with the sensitivity, specificity and accuracy of 92.59%(50/54), 85.51%(59/69) and 88.62%(109/123), respectively, and it performed best in the <50 years group (sensitivity, 2/2; specificity, 12/13; accuracy, 14/15). The specificity in the ≥70 years group (8/12) was the lowest. The Dice coefficient of bone metastatic area and bladder area were 0.739 and 0.925 in the segmentation model, which performed similarly in the three age groups. Preliminary results showed that the value of BSTBI increased with the increase of the number of bone metastatic lesions and the degree of 99Tc m-MDP uptake. The machine learning model in this study took (0.48±0.07) s for the entire analysis process from input to the final BSTBI calculation. Conclusions:The deep learning based on automatic diagnosis framework for bone metastases can automatically and accurately identify segment bone metastases and calculate tumor burden. It provides a new way for the interpretation of bone scans. The proposed BSTBI may be used as a quantitative evaluation indicator in the future to assess the tumor burden of bone metastases based on bone scans.
10.Potential regulatory mechanisms of thyroid iodine metabolism by gut microbiota
Xiaqing YU ; Zhongwei LYU ; Dan LI
Chinese Journal of Nuclear Medicine and Molecular Imaging 2022;42(3):181-185
Iodine is an essential trace element in the human body, and the gastrointestinal tract is the main way for the body to intake iodine. The intestinal tract contains trillions of microorganisms that have important impacts on the substance-energy metabolism and the genetic information processing in the human body. Gut microbiota or their metabolites can act on the thyroid through the circulatory system (namely the " gut-thyroid axis" ), thus potentially regulating iodine metabolism in thyroid. This article reviews the effects of gut microbiota on intestinal iodine uptake, as well as the effects of gut microbiota and their metabolites on the expression and activity of sodium iodide symporter (NIS) in thyroid cells, thus exploring the potential regulatory mechanisms of gut microbiota that involved in thyroid iodine metabolism. Potential factors affecting thyroid iodine metabolism by gut microbiota include the direct and the indirect factors. The direct factors include lipopolysaccharides, short-chain fatty acids, microbial peptides, and microbial proteins, which may affect the expression or activity of NIS in thyroid by regulating the nuclear factor kappa-B pathway, histone acetylation modifications, or antigen-antibody reactions. The indirect factors include the altered cellular environment that effected by gut microbiota which can further affect the transport of iodine ions in thyroid cells by manners like regulating the levels of thyroid-specific transcription factors and regulating the signal pathways mediated by thyroid-stimulating hormone and its receptor.

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