1.Construction of a model based on multimodal computed tomography parameters for predicting post-thrombectomy cerebral edema in acute cerebral infarction
Manman LIANG ; Peng XU ; Yichao LIU
Chinese Journal of Radiological Health 2026;35(2):187-192
Objective To establish a risk prediction model for cerebral edema after mechanical thrombectomy in acute cerebral infarction (ACI) based on multimodal computed tomography (CT) parameters. Methods A total of 220 ACI patients who underwent mechanical thrombectomy at The People’s Hospital of Bozhou between January 2022 and June 2025 were enrolled. All patients underwent preoperative conventional non-contrast CT, CT perfusion imaging, and multiphase CT angiography. Based on the presence or absence of cerebral edema at 72 hours postoperatively, patients were divided into cerebral edema and non-cerebral edema groups. General data and multimodal CT parameters were compared between the two groups. Multivariable logistic regression model was used to analyze the influencing factors of postoperative cerebral edema. A nomogram prediction model was constructed based on the multivariable analysis results, and the efficacy of the model was validated. Results The incidence of postoperative cerebral edema was 23.64% (52/220). Multivariable logistic regression analysis showed that time from onset to recanalization (OR=1.081, 95%CI=1.017-1.149), cerebral blood flow (OR=0.903, 95%CI=0.828-0.984), time to peak (OR=1.171, 95%CI=1.041-1.317), mean transit time (OR=2.815, 95%CI=1.823-6.178), and collateral circulation score (OR=0.960, 95%CI=0.930-0.990) were influencing factors for cerebral edema after mechanical thrombectomy in ACI patients (P<0.05). A nomogram model was constructed based on these factors. The calibration curve indicated good model fit, and the decision curve demonstrated net benefit. The area under the receiver operating characteristic curve for predicting cerebral edema after mechanical thrombectomy in patients with ACI was 0.961, with a sensitivity of 88.46% and a specificity of 91.07%. The Hosmer–Lemeshow goodness-of-fit test showed good model fit (χ2=1.766, P=0.962). Conclusion A risk prediction model for cerebral edema after mechanical thrombectomy in ACI patients was constructed using multimodal CT parameters. The model demonstrated high sensitivity and specificity.
2.Construction of a model based on multimodal computed tomography parameters for predicting post-thrombectomy cerebral edema in acute cerebral infarction
Manman LIANG ; Peng XU ; Yichao LIU
Chinese Journal of Radiological Health 2026;35(2):187-192
Objective To establish a risk prediction model for cerebral edema after mechanical thrombectomy in acute cerebral infarction (ACI) based on multimodal computed tomography (CT) parameters. Methods A total of 220 ACI patients who underwent mechanical thrombectomy at The People’s Hospital of Bozhou between January 2022 and June 2025 were enrolled. All patients underwent preoperative conventional non-contrast CT, CT perfusion imaging, and multiphase CT angiography. Based on the presence or absence of cerebral edema at 72 hours postoperatively, patients were divided into cerebral edema and non-cerebral edema groups. General data and multimodal CT parameters were compared between the two groups. Multivariable logistic regression model was used to analyze the influencing factors of postoperative cerebral edema. A nomogram prediction model was constructed based on the multivariable analysis results, and the efficacy of the model was validated. Results The incidence of postoperative cerebral edema was 23.64% (52/220). Multivariable logistic regression analysis showed that time from onset to recanalization (OR=1.081, 95%CI=1.017-1.149), cerebral blood flow (OR=0.903, 95%CI=0.828-0.984), time to peak (OR=1.171, 95%CI=1.041-1.317), mean transit time (OR=2.815, 95%CI=1.823-6.178), and collateral circulation score (OR=0.960, 95%CI=0.930-0.990) were influencing factors for cerebral edema after mechanical thrombectomy in ACI patients (P<0.05). A nomogram model was constructed based on these factors. The calibration curve indicated good model fit, and the decision curve demonstrated net benefit. The area under the receiver operating characteristic curve for predicting cerebral edema after mechanical thrombectomy in patients with ACI was 0.961, with a sensitivity of 88.46% and a specificity of 91.07%. The Hosmer–Lemeshow goodness-of-fit test showed good model fit (χ2=1.766, P=0.962). Conclusion A risk prediction model for cerebral edema after mechanical thrombectomy in ACI patients was constructed using multimodal CT parameters. The model demonstrated high sensitivity and specificity.
3.Construction of a model based on multimodal computed tomography parameters for predicting post-thrombectomy cerebral edema in acute cerebral infarction
Manman LIANG ; Peng XU ; Yichao LIU
Chinese Journal of Radiological Health 2026;35(2):187-192
Objective To establish a risk prediction model for cerebral edema after mechanical thrombectomy in acute cerebral infarction (ACI) based on multimodal computed tomography (CT) parameters. Methods A total of 220 ACI patients who underwent mechanical thrombectomy at The People’s Hospital of Bozhou between January 2022 and June 2025 were enrolled. All patients underwent preoperative conventional non-contrast CT, CT perfusion imaging, and multiphase CT angiography. Based on the presence or absence of cerebral edema at 72 hours postoperatively, patients were divided into cerebral edema and non-cerebral edema groups. General data and multimodal CT parameters were compared between the two groups. Multivariable logistic regression model was used to analyze the influencing factors of postoperative cerebral edema. A nomogram prediction model was constructed based on the multivariable analysis results, and the efficacy of the model was validated. Results The incidence of postoperative cerebral edema was 23.64% (52/220). Multivariable logistic regression analysis showed that time from onset to recanalization (OR=1.081, 95%CI=1.017-1.149), cerebral blood flow (OR=0.903, 95%CI=0.828-0.984), time to peak (OR=1.171, 95%CI=1.041-1.317), mean transit time (OR=2.815, 95%CI=1.823-6.178), and collateral circulation score (OR=0.960, 95%CI=0.930-0.990) were influencing factors for cerebral edema after mechanical thrombectomy in ACI patients (P<0.05). A nomogram model was constructed based on these factors. The calibration curve indicated good model fit, and the decision curve demonstrated net benefit. The area under the receiver operating characteristic curve for predicting cerebral edema after mechanical thrombectomy in patients with ACI was 0.961, with a sensitivity of 88.46% and a specificity of 91.07%. The Hosmer–Lemeshow goodness-of-fit test showed good model fit (χ2=1.766, P=0.962). Conclusion A risk prediction model for cerebral edema after mechanical thrombectomy in ACI patients was constructed using multimodal CT parameters. The model demonstrated high sensitivity and specificity.
4.Effect of ultrasound-guided iliac fascia combined with sciatic nerve block on major cardiovascular adverse events in patients undergoing lower limb revascularization surgery
Manman LIU ; Wanxia XIONG ; Meijing YING ; Chao LIANG ; Ming DING
The Journal of Practical Medicine 2024;40(11):1531-1536
Objective To assess the impact of ultrasound-guided fascia iliaca compartment block on major cardiovascular events and postoperative prognosis in patients with lower limb aortoiliac occlusive disease(ASO).Methods This study was a retrospective study including 353 patients with lower limb arterial reconstruction surgery for ASO at Xiamen Hospital Affiliated to Zhongshan Hospital of Fudan University from January 2018 to January 2022.Patients were divided into two groups based on different anesthesia:the group receiving ultrasound-guided fascia iliaca block combined with sciatic nerve block(Group B)and the group receiving monitored anesthesia care(MAC)(Group M).The primary outcome was the occurrence of major adverse cardiovascular events after lower limb arterial reconstruction surgery in ASO patients.The secondary outcomes included the incidence of non-cardiac postoperative myocardial injury,postoperative amputation,and other adverse reactions such as postoperative delirium,nausea,and vomiting as well as postoperative laboratory indicators.By using propensity score matching to balance baseline characteristics before surgery,the impact of different anesthesia methods on the occurrence of MACE and prognosis after surgery in ASO patients was analyzed.Results After propensity score matching,the incidence of MACE in Group B was lower compared with Group M(10%vs.3.4%,P=0.038);The incidence of MINS in Group B(33%vs.25%,P=0.200);The amputation rate of Group B(4.2%vs.3.4%,P>0.99);The incidence of complications in Group B was(6.8%vs.4.2%,P=0.39);There was no statistically significant differ-ence in postoperative laboratory indicators between the two groups(P>0.05).Multivariate analysis showed that nerve block(OR=0.25,95%CI:0.05~0.93),postoperative HBG(OR=0.95,95%CI:0.91~0.99)were in-dependent factors in reducing the incidence of MACE.Conclusion Ultrasound-guidance fascia iliaca compartment block and sciatic nerve block could reduce the risk of major adverse cardiovascular events in patients undergoing lower limb arterial revascularization surgery.
5.Background data of SD rats in embryo-fetal development toxicity study
Manman ZHAO ; Zihe LIANG ; Xiaomeng LIU ; Ying YANG ; Chao WANG ; Tingting ZHAO ; Xingchao GENG ; Xiaobing ZHOU ; Sanlong WANG
Chinese Journal of Pharmacology and Toxicology 2024;38(7):526-532
OBJECTIVE To set up normal ranges for indexes in embryo-fetal development toxicity studies in Sprague-Dawley(SD)rats and to establish a background database to provide reference for the embryo-fetal development toxicity evaluation of drugs.METHODS The data on embryonic develop-ment and fetal growth from embryo-fetal development toxicity studies(11 items)conducted by our center between 2013 and 2022 was statistically analyzed,involving 205 pregnant rats and 3037 fetuses in total,with the mean and standard deviation,coefficient of variation and 95%confidence interval calculated.The indexes included body mass,body mass gain and food consumption during pregnancy,pregnancy outcomes(pregnancy rate,average corpora lutea,average Implant sites,average live conceptuses,live conceptuse rate,resorption rate and dead conceptuse rate),fetal growth and development(fetal mass,placental mass and sex ratio),appearance abnormality rate,visceral abnormality rate,and skeletal abnormality rate.RESULTS The mass of pregnant rats trended up during gestation,with significant increases in the late period.Food consumption increased along with gestation.Caesarean section was conducted on gestation day 20,and the pregnancy rate was 93.2%.The average corpora lutea,Implant sites and live conceptuses were 18.0±3.2,15.9±2.8 and 14.8±3.0,respectively.The live conceptuse rate was 93.4%while the total dead embryo rate was 6.6%.The average mass of fetuses and placenta were respectively 3.6±0.3 and(0.6±0.3)g,and the fetal sex ratio(male/female)was 0.94.The incidence of fetal appearance abnormalities was about 0.2%,and that of soft tissue abnormalities was approximately 0.8%.The rate of skeletal abnormalities was about 1.2%,with higher incidence of non-ossification and incomplete ossification mostly identified on sternum and hyoid bone.The numbers of ossifications of metacarpal bones,metatarsal bones and sacrococcygeal vertebrae were 7.0±0.7,8.0±0.1 and 7.4±0.5,respectively.The rate of ossification of sternumⅠtoⅣwas higher,with an average of about 98.6%-99.9%.The ossification rates of sternum Ⅴ and Ⅵ were(68.0±28.4)%and(82.8±23.9)%.CONCLUSION The background database of indexes in the embryo-fetal development toxicity study on SD rats is established for our GLP laboratory,which provides reference for reproductive toxicity studies.
6.Effect of vaginal microbiota disorder on pregnancy outcomes in frozen-thawed embryo transfer patients: a retrospective cohort study
Manman LIU ; Hebo ZHANG ; Shilian XU ; Rui ZHANG ; Jiangdi HUANG ; Ruxue YANG ; Liang ZHOU ; Bingnan REN ; Junwei ZHANG ; Zhaozhao LIU ; Wenjuan ZHANG ; Yichun GUAN
Chinese Journal of Reproduction and Contraception 2024;44(5):456-462
Objective:To explore the effect of vaginal microbiota disorder on pregnancy outcomes in the first-time frozen-thawed embryo transfer (FET) patients and perinatal outcomes in single pregnancy live delivery patients.Methods:The clinical data of 2 299 cycles of FET patients in the Reproductive Center of the Third Affiliated Hospital of Zhengzhou University from January 2021 to December 2022 were collected in a retrospective cohort study. According to the types of dominant bacteria in the vaginal microbiota before transplantation, they were divided into three groups: control group (dominant bacteria were Lactobacillus, which was Gram positive bacteria, 1 849 cycles), the Gram negative bacilli group (191 cycles), and the Gram positive cocci group (259 cycles). Baseline data and pregnancy outcomes were compared among the three groups. The perinatal outcomes of select single pregnancy live birth FET patients who met the inclusion criteria were further analyzed among the three groups. The main observation indicators were live birth rate, miscarriage rate, and preterm birth rate. A multivariate logistic regression model was used to control confounding factors in the main observation indicators, and to analyze the relationship between dominant bacterial types in the vaginal microbiota and live birth rate, miscarriage rate, and preterm birth rate.Results:The difference in endometrial thickness on the day of transplantation among control group, Gram negative bacilli group, and Gram positive cocci group was statistically significant [(9.38±1.58) mm, (9.56±1.70) mm, and (9.84±1.74) mm, respectively, P<0.001]. In the endometrium preparation methods, the proportion of down-regulation+artificial cycle patients in the Gram positive cocci group was higher than that in control group, and the difference was statistically significant [13.13% (34/259) and 7.46% (138/1 849), respectively, P<0.016 7]. In the pregnancy outcomes, there was a statistically significant difference in live birth rate among control group, Gram negative bacilli group, and Gram positive cocci group [49.86% (922/1 849), 49.21% (94/191) and 41.70% (108/259), respectively, P=0.048]. The live birth rate of the Gram positive cocci group was lower than that of control group, and the difference between the two groups was statistically significant ( P<0.016 7). There were no statistically significant differences in other pregnancy outcomes and perinatal outcomes of single pregnancy live birth FET patients (all P>0.05). The multivariate logistic regression model corrected for female age, infertility years, basal follicle stimulating hormone, anti-Müllerian hormone, proportion of single embryo transfer, proportion of single blastocyst transfer, endometrial thickness on transfer day, and endometrial preparation methods, Gram positive cocci were independent risk factors for live brith after FET transplantation (a OR=0.73, 95% CI: 0.55-0.95, P=0.021). Conclusion:The dominant bacteria in the vaginal microbiota before embryo transfer are Gram positive cocci, which may be related to a decrease in live birth rate in first-time FET patients, but not significantly related to the perinatal outcomes.
7.Effect of vaginal microbiota disorder on pregnancy outcomes in frozen-thawed embryo transfer patients: a retrospective cohort study
Manman LIU ; Hebo ZHANG ; Shilian XU ; Rui ZHANG ; Jiangdi HUANG ; Ruxue YANG ; Liang ZHOU ; Bingnan REN ; Junwei ZHANG ; Zhaozhao LIU ; Wenjuan ZHANG ; Yichun GUAN
Chinese Journal of Reproduction and Contraception 2024;44(5):456-462
Objective:To explore the effect of vaginal microbiota disorder on pregnancy outcomes in the first-time frozen-thawed embryo transfer (FET) patients and perinatal outcomes in single pregnancy live delivery patients.Methods:The clinical data of 2 299 cycles of FET patients in the Reproductive Center of the Third Affiliated Hospital of Zhengzhou University from January 2021 to December 2022 were collected in a retrospective cohort study. According to the types of dominant bacteria in the vaginal microbiota before transplantation, they were divided into three groups: control group (dominant bacteria were Lactobacillus, which was Gram positive bacteria, 1 849 cycles), the Gram negative bacilli group (191 cycles), and the Gram positive cocci group (259 cycles). Baseline data and pregnancy outcomes were compared among the three groups. The perinatal outcomes of select single pregnancy live birth FET patients who met the inclusion criteria were further analyzed among the three groups. The main observation indicators were live birth rate, miscarriage rate, and preterm birth rate. A multivariate logistic regression model was used to control confounding factors in the main observation indicators, and to analyze the relationship between dominant bacterial types in the vaginal microbiota and live birth rate, miscarriage rate, and preterm birth rate.Results:The difference in endometrial thickness on the day of transplantation among control group, Gram negative bacilli group, and Gram positive cocci group was statistically significant [(9.38±1.58) mm, (9.56±1.70) mm, and (9.84±1.74) mm, respectively, P<0.001]. In the endometrium preparation methods, the proportion of down-regulation+artificial cycle patients in the Gram positive cocci group was higher than that in control group, and the difference was statistically significant [13.13% (34/259) and 7.46% (138/1 849), respectively, P<0.016 7]. In the pregnancy outcomes, there was a statistically significant difference in live birth rate among control group, Gram negative bacilli group, and Gram positive cocci group [49.86% (922/1 849), 49.21% (94/191) and 41.70% (108/259), respectively, P=0.048]. The live birth rate of the Gram positive cocci group was lower than that of control group, and the difference between the two groups was statistically significant ( P<0.016 7). There were no statistically significant differences in other pregnancy outcomes and perinatal outcomes of single pregnancy live birth FET patients (all P>0.05). The multivariate logistic regression model corrected for female age, infertility years, basal follicle stimulating hormone, anti-Müllerian hormone, proportion of single embryo transfer, proportion of single blastocyst transfer, endometrial thickness on transfer day, and endometrial preparation methods, Gram positive cocci were independent risk factors for live brith after FET transplantation (a OR=0.73, 95% CI: 0.55-0.95, P=0.021). Conclusion:The dominant bacteria in the vaginal microbiota before embryo transfer are Gram positive cocci, which may be related to a decrease in live birth rate in first-time FET patients, but not significantly related to the perinatal outcomes.
8.Rivaxaban combined with antiplatelet drugs in ischemic stroke patients with atrial fibrillation and intracranial artery stenosis: comparison with rivaroxaban alone
Manman ZHANG ; Wenzhong SUN ; Wei XIANG ; Zhigang LIANG
International Journal of Cerebrovascular Diseases 2023;31(1):17-22
Objective:To investigate the efficacy and safety of rivaroxaban combined with antiplatelet in ischemic stroke patients with non-valvular atrial fibrillation and moderate or severe intracranial artery stenosis.Methods:The consecutive ischemic stroke patients with non-valvular atrial fibrillation and moderate or severe intracranial artery stenosis admitted to Yantai Yuhuangding Hospital of Qingdao University from August 2019 to March 2022 were retrospectively included. According to the secondary prevention drugs, the patients were divided into rivaroxaban and rivaroxaban combined with antiplatelet treatment group. The basic characteristics of the two groups were compared. The primary outcome was the recurrence rate of stroke at 3 months, and the secondary outcome included the incidence of any bleeding event at 3 months, the all-cause mortality rate, the improvement rate of neurological function, and the good outcome rate. The good outcome was defined as the modified Rankin Scale ≤2 points at 3 months.Results:A total of 108 patients aged 70.72±8.08 years old were included in the study. There were 56 patients (51.9%) in the rivaroxaban group and 52 (48.1%) in the combined treatment group. In terms of primary outcome, the recurrence rate of stroke in the combined treatment group was significantly lower than that in the rivaroxaban group at 3 months (7.69% vs. 21.43%; P<0.05). In terms of secondary outcomes, the incidence of bleeding events in the combined treatment group at 3 months was significantly higher than that in the rivaroxaban group (26.92% vs. 7.14%; P<0.05), with one death event in each group. The rate of good outcome in the combined treatment group was significantly higher than that in the rivaroxaban group (75.00% vs. 51.79%; P=0.013). Multivariate logistic regression analysis showed that high National Institutes of Health Stroke Scale (NIHSS) score at admission was an independent risk factor for poor outcome (odds ratio 1.370, 95% confidence interval 1.057-1.776; P=0.018), while the rivaroxaban combined antiplatelet treatment was an independent protective factor for stroke recurrence (odds ratio 0.203, 95% confidence interval 0.054-0.758; P=0.018). Conclusion:After ischemic stroke in patients with non-valvular atrial fibrillation complicated with moderate and severe stenosis of intracranial artery, rivaroxaban combined with antiplatelet treatment can reduce the recurrence rate of stroke and improve the clinical outcome, but it may increase the risk of bleeding.
9.Early and mid-term outcomes of aortic valvuloplasty in children
Weijie LIANG ; Maozheng XUAN ; Jiangzhen LI ; Dong LIANG ; Liyun ZHAO ; Sijie ZHOU ; Shubo SONG ; Bin LI ; Manman HU ; Taibing FAN
Chinese Journal of Applied Clinical Pediatrics 2023;38(9):681-685
Objective:To analyze the short and mid-term efficacy of aortic valvuloplasty with autopericardium on children with aortic valve diseases.Methods:A total of 26 children with aortic valve diseases (stenosis or regurgitation) who underwent aortic valvuloplasty with autopericardium in Fuwai Central China Cardiovascular Hospital from September 2017 to June 2021 were retrospectively analyzed.The short-term and mid-term follow-up data were collected.The maximum aortic valve pressure gradient, subaortic regurgitation area, left ventricular end-diastolic volume (LVEDV) and left ventricular ejection fraction (LVEF) were compared before and after operation.Paired t test was used to analyze the short-term and mid-term efficacy of aortic valvuloplasty with autopericardium on children with aortic valve diseases. Results:All 26 cases were successfully operated, and there were no deaths and serious complications during the follow-up period of (22.96±6.45) months.There was a significant difference between the preoperative and postoperative maximum aortic valve pressure gradient at 1 month ( t=7.85, P<0.05), 6 months ( t=6.43, P<0.05), 1 year ( t=6.16, P<0.05) and 2 years postoperatively ( t=4.22, P<0.05) in children with aortic stenosis or that combined with mild-to-moderate closure.The follow-up data of 9 children with simple aortic stenosis showed that there was a significant difference between the preoperative (8.87±3.57) cm 2 and postoperative aortic regurgitation area at 1 month ( t=6.85, P<0.05), 6 months ( t=5.13, P<0.05), 1 year ( t=6.62, P<0.05) and 2 years postoperatively ( t=5.41, P<0.05). The LVEDV of 26 children was significantly lower at 6 months[(63.54±27.61) mL], 1 year [(53.61±20.20) mL] and 2 years postoperatively [(64.39±17.78) mL] compared with that of preoperative level[(89.42±45.89) mL]( t=3.89, 4.67, 3.58, all P<0.05). The left ventricular pressure and volume decreased, the enlarged heart was narrowed down, and the geometry of the heart was restored.The LVEF of 26 patients also from (61.65±9.67)% before surgery increased to (67.88±4.69)% 6 months after surgery( t=3.68, P<0.05), and increased to (68.62±4.46)% 1 year after surgery( t=4.01, P<0.05), and increased to (67.55±3.09)% 2 years after operation( t=3.01, P<0.05), and the heart function was improved. Conclusions:Aortic valvuloplasty with autopericardium presents an effective short and mid-term efficacy on children with aortic valve diseases, which prevents or delays the aortic valve replacement.
10.Factors affecting the disease uncertainty among caregivers of colorectal cancer patients undergoing chemotherapy
ZENG Longwu ; TANG Xiaohong ; ZHANG Suxia ; LIU Qiang ; LIANG Chaocong ; TANG Manman
Journal of Preventive Medicine 2023;35(5):444-447
Objective:
To investigate the status and influencing factors of disease uncertainty among caregivers of colorectal cancer patients receiving chemotherapy, so as to provide insights into psychological interventions among caregivers.
Methods:
Caregivers of colorectal cancer patients hospitalized in Hunan Cancer Hospital, the Third Xiangya Hospital and the Second Xiangya Hospital for chemotherapy from March 2020 to December 2021 were recruited. Caregivers' demographics, health status, medical and nursing support and social support, as well as patients' demographics, frequency of chemotherapy and disease stage were collected using questionnaire surveys. Caregivers' disease uncertainty was evaluated using Chinese version of the Uncertainty in Illness Scale for Family Members, and factors affecting caregivers' disease uncertainty were identified using a multivariable linear regression model.
Results:
A total of 318 caregivers were enrolled, including 115 men (36.16%) and 203 women (63.84%), with a mean age of (45.89±6.57) years, and there were 186 caregivers as patients' spouses (58.49%). The mean score of disease uncertainty was (86.65±10.82) points, and the scores of the unpredictability dimension, uncertainty dimension, complexity, and lack of information dimension were (3.21±0.35), (2.98±0.48), (2.84±0.49) and (2.36±0.59) points, respectively. There were 285 participants with a high level of disease uncertainty (89.62%), and multivariable linear regression analysis identified social support (β′=-0.199), medical and nursing support (β′=-0.118), patient's age (β′=-0.155) and stage Ⅲ and Ⅳ of colorectal cancer (β′=0.151) as factors affecting caregiver's disease uncertainty.
Conclusion
Caregivers of colorectal cancer patients with chemotherapy have a high level of disease uncertainty, which is affected by social support, medical and nursing support, patient's age and duration of disease.


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