1.Clinical efficacy and safety of sequential balloon pulmonary angioplasty in patients with chronic thromboembolic pulmonary hypertension
Weifeng ZHENG ; Hao WANG ; Caifeng FAN ; Guohua XUE
Chinese Journal of Arteriosclerosis 2025;33(5):412-418
Aim To explore the clinical efficacy of sequential balloon pulmonary angioplasty(BPA)in the treat-ment of patients with chronic thromboembolic pulmonary hypertension(CTEPH),and analyze the safety during the periop-erative period.Methods 30 patients with CTEPH who underwent BPA treatment at Luoyang Central Hospital affiliated to Zhengzhou University from August 2018 to February 2024 were selected,30 patients with CTEPH who chose drug treatment were set as controls,the patients'gender,age,body mass index,comorbidities,plasma N-terminal pro-brain natriuretic peptide(NT-proBNP)levels,application of pulmonary hypertension targeted drugs,6-minute walking dis-tance(6-MWD),WHO cardiac function classification and cardiac ultrasound pulmonary arterial pressure related data were collected.Right heart catheterization was performed to obtain pulmonary hemodynamic parameters in the BPA group.Changes in WHO cardiac function classification,6-MWD,NT-proBNP,pulmonary vascular hemodynamic parameters and cardiac ultrasound pulmonary artery pressure data before BPA,after the final BPA and at 6-month follow-up were com-pared,as well as differences between the two groups.The occurrence and management results of surgical complications such as pulmonary artery injury,contrast nephropathy and reperfusion pulmonary edema were recorded.Results Compared with before BPA,after the last BPA,cardiac output(CO),cardiac index(CI),and mixed venous oxygen satu-ration(SvO2)increased,mean pulmonary artery pressure(mPAP)and pulmonary vascular resistance(PVR)decreased(all P<0.05),and 6-MWD,NT-proBNP,right ventricular diameter,right atrial up-down diameter,right atrial left-right diameter,left ventricular diastolic end diameter,and tricuspid regurgitation velocity all improved(all P<0.05).Com-pared with the control group,the surgical group showed an increase in 6-MWD,a decrease in NT-proBNP levels,a de-crease in right ventricular diameter,right atrial up-down diameter and right atrial left-right diameter,an increase in left ventricular end diastolic diameter,a decrease in tricuspid regurgitation velocity and a significant improvement in WHO car-diac function classification(all P<0.05).Among 30 BPA patients,2 patients experienced hemoptysis during surgery,1 patient developed reperfusion pulmonary edema after surgery,and 1 patient developed contrast nephropathy.After treat-ment,all patients improved and were discharged.Conclusion Sequential BPA has good clinical efficacy and safety in the treatment of CTEPH patients,and is an effective technique for treating CTEPH,which is worth promoting in clinical practice.
2.Dual-low dose protocol combined with iterative model reconstruction in CT angiography of ophthalmic artery
Qi GUO ; Xuening ZHANG ; Guohua FAN ; Dai SHI
Chinese Journal of Interventional Imaging and Therapy 2025;22(6):409-412
Objective To observe the value of dual-low dose protocol(low tube voltage and low contrast agents)combined with iterative model reconstruction(IMR)in CT angiography(CTA)of ophthalmic artery.Methods Totally 100 patients who underwent head and neck CTA were retrospectively enrolled and divided into observation group(n=50,dual-low dose protocol+IMR)and control group(n=50,conventional protocol+filtered back projection[FBP]).Subjective and objective evaluations on image quality were performed,radiation doses and dosage of contrast agents were calculated,and the outcomes were compared between groups.Results Signal-to-noise ratio(SNR)and contrast-to-noise ratio(CNR)of ophthalmic artery on CTA were both higher(both P<0.001),while noise(SD)of optic nerve,volume CT dose index(CTDIvol),dose-length product(DLP)and effective dose(ED)in observation group were all lower than those in control group(all P<0.001).No significant difference of subjective scoring of image quality,CT values of ophthalmic artery nor optic nerve was found between groups(all P>0.05).Compared with control group,CTDIvol,DLP,ED,iodine dosage and iodine flow rate in observation group decreased by 69.85%,70.17%,70.28%,43.24%and 43.24%,respectively.Conclusion Dual-low dose protocol combined with IMR could reduce radiation dose and contrast agents dosage in CTA of ophthalmic artery under the condition of ensuring image quality.
3.Clinical efficacy and safety of sequential balloon pulmonary angioplasty in patients with chronic thromboembolic pulmonary hypertension
Weifeng ZHENG ; Hao WANG ; Caifeng FAN ; Guohua XUE
Chinese Journal of Arteriosclerosis 2025;33(5):412-418
Aim To explore the clinical efficacy of sequential balloon pulmonary angioplasty(BPA)in the treat-ment of patients with chronic thromboembolic pulmonary hypertension(CTEPH),and analyze the safety during the periop-erative period.Methods 30 patients with CTEPH who underwent BPA treatment at Luoyang Central Hospital affiliated to Zhengzhou University from August 2018 to February 2024 were selected,30 patients with CTEPH who chose drug treatment were set as controls,the patients'gender,age,body mass index,comorbidities,plasma N-terminal pro-brain natriuretic peptide(NT-proBNP)levels,application of pulmonary hypertension targeted drugs,6-minute walking dis-tance(6-MWD),WHO cardiac function classification and cardiac ultrasound pulmonary arterial pressure related data were collected.Right heart catheterization was performed to obtain pulmonary hemodynamic parameters in the BPA group.Changes in WHO cardiac function classification,6-MWD,NT-proBNP,pulmonary vascular hemodynamic parameters and cardiac ultrasound pulmonary artery pressure data before BPA,after the final BPA and at 6-month follow-up were com-pared,as well as differences between the two groups.The occurrence and management results of surgical complications such as pulmonary artery injury,contrast nephropathy and reperfusion pulmonary edema were recorded.Results Compared with before BPA,after the last BPA,cardiac output(CO),cardiac index(CI),and mixed venous oxygen satu-ration(SvO2)increased,mean pulmonary artery pressure(mPAP)and pulmonary vascular resistance(PVR)decreased(all P<0.05),and 6-MWD,NT-proBNP,right ventricular diameter,right atrial up-down diameter,right atrial left-right diameter,left ventricular diastolic end diameter,and tricuspid regurgitation velocity all improved(all P<0.05).Com-pared with the control group,the surgical group showed an increase in 6-MWD,a decrease in NT-proBNP levels,a de-crease in right ventricular diameter,right atrial up-down diameter and right atrial left-right diameter,an increase in left ventricular end diastolic diameter,a decrease in tricuspid regurgitation velocity and a significant improvement in WHO car-diac function classification(all P<0.05).Among 30 BPA patients,2 patients experienced hemoptysis during surgery,1 patient developed reperfusion pulmonary edema after surgery,and 1 patient developed contrast nephropathy.After treat-ment,all patients improved and were discharged.Conclusion Sequential BPA has good clinical efficacy and safety in the treatment of CTEPH patients,and is an effective technique for treating CTEPH,which is worth promoting in clinical practice.
4.Dual-low dose protocol combined with iterative model reconstruction in CT angiography of ophthalmic artery
Qi GUO ; Xuening ZHANG ; Guohua FAN ; Dai SHI
Chinese Journal of Interventional Imaging and Therapy 2025;22(6):409-412
Objective To observe the value of dual-low dose protocol(low tube voltage and low contrast agents)combined with iterative model reconstruction(IMR)in CT angiography(CTA)of ophthalmic artery.Methods Totally 100 patients who underwent head and neck CTA were retrospectively enrolled and divided into observation group(n=50,dual-low dose protocol+IMR)and control group(n=50,conventional protocol+filtered back projection[FBP]).Subjective and objective evaluations on image quality were performed,radiation doses and dosage of contrast agents were calculated,and the outcomes were compared between groups.Results Signal-to-noise ratio(SNR)and contrast-to-noise ratio(CNR)of ophthalmic artery on CTA were both higher(both P<0.001),while noise(SD)of optic nerve,volume CT dose index(CTDIvol),dose-length product(DLP)and effective dose(ED)in observation group were all lower than those in control group(all P<0.001).No significant difference of subjective scoring of image quality,CT values of ophthalmic artery nor optic nerve was found between groups(all P>0.05).Compared with control group,CTDIvol,DLP,ED,iodine dosage and iodine flow rate in observation group decreased by 69.85%,70.17%,70.28%,43.24%and 43.24%,respectively.Conclusion Dual-low dose protocol combined with IMR could reduce radiation dose and contrast agents dosage in CTA of ophthalmic artery under the condition of ensuring image quality.
5.Xujiang Xie's bloodletting therapy combined with Qingyan Lige decoction for acute pharyngitis with lung-stomach heat accumulation: a randomized controlled trial.
Xinhua FAN ; Minfang YUAN ; Guohua LI ; Tingting KANG ; Peiling LI ; Qiang XIE
Chinese Acupuncture & Moxibustion 2025;45(11):1565-1570
OBJECTIVE:
To observe the clinical efficacy of Xujiang Xie's bloodletting therapy combined with Qingyan Lige decoction on acute pharyngitis with lung-stomach heat accumulation.
METHODS:
A total of 88 patients with acute pharyngitis of lung-stomach heat accumulation were randomly divided into an observation group (44 cases, 4 cases dropped out) and a control group (44 cases, 4 cases dropped out). The control group was treated with oral Qingyan Lige decoction, 150 mL each time, twice a day for 6 continuous days. On the basis of the treatment in the control group, Xujiang Xie's bloodletting therapy was applied at bilateral Shaoshang (LU11), Shangyang (LI1), and Erjian (EX-HN6) in the observation group, 0.1-0.5 mL of bloodletting per site, once every other day for 3 times in total. The TCM symptom and sign score, complete blood count (white blood cell [WBC] count, neutrophilic granulocyte percentage [NE%]), inflammation indexes (serum levels of C-reactive protein[CRP], interleukin[IL]-1β, IL-6, tumor necrosis factor [TNF]-α) and immune indexes (??, ??, ??) of the two groups were observed before treatment and after 6 days of treatment, and the clinical efficacy was evaluated.
RESULTS:
After 6 days of treatment, the sore throat scores, redness and swelling scores of pharyngeal mucosa and uvula, pharyngeal dry and burning scores, hyperemia scores of posterior pharyngeal lymphoid follicles, chill and fever scores, total scores of TCM symptom and sign, WBC count, NE%, CRP, IL-1β, IL-6, TNF-α and ?? in both groups were decreased compared with those before treatment (P<0.05), the above indexes in the observation group were lower than those in the control group (P<0.01, P<0.05, P<0.001). After 6 days of treatment, the levels of ?? and ?? in both groups were increased compared with those before treatment (P<0.05), and the above indexes in the observation group were higher than those in the control group (P<0.001). The total effective rate of the observation group was 95.0% (38/40), which was higher than 90.0% (36/40) in the control group (P<0.001).
CONCLUSION
Xujiang Xie's bloodletting therapy combined with Qingyan Lige decoction could improve the symptoms in patients with acute pharyngitis of lung-stomach heat accumulation, inhibit inflammatory response and improve immune function.
Humans
;
Drugs, Chinese Herbal/administration & dosage*
;
Male
;
Female
;
Pharyngitis/drug therapy*
;
Adult
;
Middle Aged
;
Bloodletting
;
Young Adult
;
Lung/drug effects*
;
Combined Modality Therapy
;
Interleukin-6
;
Adolescent
;
Tumor Necrosis Factor-alpha
;
Acute Disease/therapy*
;
Treatment Outcome
6.Application strategies and clinical effects of superior gluteal artery perforator tissue flaps in repairing stage Ⅳ pressure ulcers in the sacrococcygeal region
Rufei DENG ; Baowen FAN ; Songhua SONG ; Luyao LONG ; Yanwei CHEN ; Jiaxin CHEN ; Ruchen JI ; Yonghong ZHANG ; Xiangtian HU ; Guoneng HUANG ; Zhenyu JIANG ; Lan JIANG ; Lijin ZOU ; Guohua XIN ; Yuanlin ZENG ; Youlai ZHANG
Chinese Journal of Burns 2025;41(3):232-241
Objective:To explore the application strategies and clinical effects of superior gluteal artery perforator tissue flaps in repairing stage Ⅳ pressure ulcers in the sacrococcygeal region.Methods:This study was a retrospective observational study. From July 2019 to April 2024, 89 patients with stage Ⅳ pressure ulcers in the sacrococcygeal region who met the inclusion criteria were admitted to the First Affiliated Hospital of Nanchang University, including 59 males and 30 females, aged 21 to 84 years. There were 89 sacrococcygeal pressure ulcers, with an area of 5.0 cm×4.0 cm-21.0 cm×21.0 cm after debridement. According to the shape, size, and depth of the wounds after debridement, combined with the elasticity and texture of the skin around the wounds, and the principle of minimizing damage to the donor area, the appropriate forms of superior gluteal artery perforator tissue flaps were cut for wound repair in the following three conditions. (1) For wounds with a round shape, an area of 5.0 cm×5.0 cm-21.0 cm×21.0 cm, and a depth of 1.0-3.5 cm, the superior gluteal artery perforator propeller flap or myocutaneous flap, bilobed superior gluteal artery perforator relay flap, and bilateral superior gluteal artery perforator rotational flap were used. (2) For wounds with an oval shape, an area of 5.0 cm×4.0 cm-18.5 cm×10.5 cm, and a depth of 1.0-3.0 cm, the superior gluteal artery perforator propeller flap or myocutaneous flap, unilateral superior gluteal artery perforator propeller flap combined with contralateral superior gluteal artery perforator V-Y advanced flap or keystone flap were used. (3) For wounds with a fusiformis shape, an area of 7.0 cm×4.0 cm-17.5 cm×6.0 cm, and a depth of 1.5-5.0 cm, the unilateral or bilateral superior gluteal artery perforator V-Y advanced flap, superior gluteal artery perforator keystone flap, or superior gluteal artery perforator keystone flap combined with gluteus maximus muscle flap were used. In this group of patients, a total of 40 superior gluteal artery perforator propeller flaps (with an resection area of 11.0 cm×6.0 cm-17.0 cm×11.0 cm), 22 superior gluteal artery perforator propeller myocutaneous flaps (with an resection area of 10.0 cm×5.0 cm-14.0 cm×8.0 cm), 7 bilobed superior gluteal artery perforator relay flaps (with a main flap resection area of 5.5 cm×5.5 cm-18.0 cm×11.5 cm and a side flap resection area of 4.5 cm×3.0 cm-11.0 cm×6.5 cm), 5 bilateral superior gluteal artery perforator rotational flaps (with a total resection area of 20.0 cm×16.0 cm-26.0 cm×21.0 cm on both sides), 14 superior gluteal artery perforator V-Y advanced flaps (with an resection area of 12.0 cm×10.0 cm-18.0 cm×18.0 cm), 13 superior gluteal artery perforator keystone flaps (with an resection area of 13.0 cm×6.5 cm-19.0 cm×18.0 cm), and 3 gluteus maximus muscle flaps (with an resection area of 8.0 cm×3.0 cm-15.0 cm×4.5 cm). The donor area wounds were all directly sutured. The survival of tissue flaps was observed and the incidence rate of delayed wound healing in the reception area was calculated, and wound healing in the donor area was observed. The appearance and texture of tissue flaps and recurrence of pressure ulcers were followed up.Results:After surgery, all bilateral superior gluteal artery perforator rotational flaps, superior gluteal artery perforator V-Y advanced flaps, superior gluteal artery perforator keystone flaps, and gluteus maximus muscle flaps survived well. There were 6 cases of delayed wound healing in the reception area after surgery, with an incidence rate of 6.7% (6/89). Two patients had incision dehiscence in the donor area wounds due to postoperative bleeding, the wounds healed after debridement, vacuum sealing drainage, and dressing change. The wounds in the donor area of the remaining patients healed well. Six patients were lost to follow-up. Eighty-three patients were followed up for 3-48 months, of whom 4 patients died. Among the remaining 79 patients, 3 cases had pressure ulcers recur due to improper nursing, while the rest of the patients had tissue flaps with good appearance and soft texture and no recurrence of pressure ulcers.Conclusions:Based on the characteristics of wound shape, size, and depth after debridement of stage Ⅳ pressure ulcers in the sacrococcygeal region, individualized selection of flap, myocutaneous flap, or a combination of flap and gluteus maximus muscle flap based on the perforating branch of the superior gluteal artery perforator can achieve good clinical repair results. The postoperative tissue flap survived well, with a good appearance, soft texture, and less recurrence of pressure ulcers.
7.Application strategies and clinical effects of superior gluteal artery perforator tissue flaps in repairing stage Ⅳ pressure ulcers in the sacrococcygeal region
Rufei DENG ; Baowen FAN ; Songhua SONG ; Luyao LONG ; Yanwei CHEN ; Jiaxin CHEN ; Ruchen JI ; Yonghong ZHANG ; Xiangtian HU ; Guoneng HUANG ; Zhenyu JIANG ; Lan JIANG ; Lijin ZOU ; Guohua XIN ; Yuanlin ZENG ; Youlai ZHANG
Chinese Journal of Burns 2025;41(3):232-241
Objective:To explore the application strategies and clinical effects of superior gluteal artery perforator tissue flaps in repairing stage Ⅳ pressure ulcers in the sacrococcygeal region.Methods:This study was a retrospective observational study. From July 2019 to April 2024, 89 patients with stage Ⅳ pressure ulcers in the sacrococcygeal region who met the inclusion criteria were admitted to the First Affiliated Hospital of Nanchang University, including 59 males and 30 females, aged 21 to 84 years. There were 89 sacrococcygeal pressure ulcers, with an area of 5.0 cm×4.0 cm-21.0 cm×21.0 cm after debridement. According to the shape, size, and depth of the wounds after debridement, combined with the elasticity and texture of the skin around the wounds, and the principle of minimizing damage to the donor area, the appropriate forms of superior gluteal artery perforator tissue flaps were cut for wound repair in the following three conditions. (1) For wounds with a round shape, an area of 5.0 cm×5.0 cm-21.0 cm×21.0 cm, and a depth of 1.0-3.5 cm, the superior gluteal artery perforator propeller flap or myocutaneous flap, bilobed superior gluteal artery perforator relay flap, and bilateral superior gluteal artery perforator rotational flap were used. (2) For wounds with an oval shape, an area of 5.0 cm×4.0 cm-18.5 cm×10.5 cm, and a depth of 1.0-3.0 cm, the superior gluteal artery perforator propeller flap or myocutaneous flap, unilateral superior gluteal artery perforator propeller flap combined with contralateral superior gluteal artery perforator V-Y advanced flap or keystone flap were used. (3) For wounds with a fusiformis shape, an area of 7.0 cm×4.0 cm-17.5 cm×6.0 cm, and a depth of 1.5-5.0 cm, the unilateral or bilateral superior gluteal artery perforator V-Y advanced flap, superior gluteal artery perforator keystone flap, or superior gluteal artery perforator keystone flap combined with gluteus maximus muscle flap were used. In this group of patients, a total of 40 superior gluteal artery perforator propeller flaps (with an resection area of 11.0 cm×6.0 cm-17.0 cm×11.0 cm), 22 superior gluteal artery perforator propeller myocutaneous flaps (with an resection area of 10.0 cm×5.0 cm-14.0 cm×8.0 cm), 7 bilobed superior gluteal artery perforator relay flaps (with a main flap resection area of 5.5 cm×5.5 cm-18.0 cm×11.5 cm and a side flap resection area of 4.5 cm×3.0 cm-11.0 cm×6.5 cm), 5 bilateral superior gluteal artery perforator rotational flaps (with a total resection area of 20.0 cm×16.0 cm-26.0 cm×21.0 cm on both sides), 14 superior gluteal artery perforator V-Y advanced flaps (with an resection area of 12.0 cm×10.0 cm-18.0 cm×18.0 cm), 13 superior gluteal artery perforator keystone flaps (with an resection area of 13.0 cm×6.5 cm-19.0 cm×18.0 cm), and 3 gluteus maximus muscle flaps (with an resection area of 8.0 cm×3.0 cm-15.0 cm×4.5 cm). The donor area wounds were all directly sutured. The survival of tissue flaps was observed and the incidence rate of delayed wound healing in the reception area was calculated, and wound healing in the donor area was observed. The appearance and texture of tissue flaps and recurrence of pressure ulcers were followed up.Results:After surgery, all bilateral superior gluteal artery perforator rotational flaps, superior gluteal artery perforator V-Y advanced flaps, superior gluteal artery perforator keystone flaps, and gluteus maximus muscle flaps survived well. There were 6 cases of delayed wound healing in the reception area after surgery, with an incidence rate of 6.7% (6/89). Two patients had incision dehiscence in the donor area wounds due to postoperative bleeding, the wounds healed after debridement, vacuum sealing drainage, and dressing change. The wounds in the donor area of the remaining patients healed well. Six patients were lost to follow-up. Eighty-three patients were followed up for 3-48 months, of whom 4 patients died. Among the remaining 79 patients, 3 cases had pressure ulcers recur due to improper nursing, while the rest of the patients had tissue flaps with good appearance and soft texture and no recurrence of pressure ulcers.Conclusions:Based on the characteristics of wound shape, size, and depth after debridement of stage Ⅳ pressure ulcers in the sacrococcygeal region, individualized selection of flap, myocutaneous flap, or a combination of flap and gluteus maximus muscle flap based on the perforating branch of the superior gluteal artery perforator can achieve good clinical repair results. The postoperative tissue flap survived well, with a good appearance, soft texture, and less recurrence of pressure ulcers.
8.The value of clinical model, deep learning model based on baseline noncontrast CT and the combination of the two in predicting hematoma expansion in cerebral hemorrhage
Yeqing WANG ; Dai SHI ; Hongkun YIN ; Huiling ZHANG ; Liang XU ; Guohua FAN ; Junkang SHEN
Chinese Journal of Radiology 2024;58(5):488-495
Objective:To investigate the predictive value of clinical factor model, deep learning model based on baseline plain CT images, and combination of both for predicting hematoma expansion in cerebral hemorrhage.Methods:The study was cross-sectional. Totally 471 cerebral hemorrhage patients who were firstly diagnosed in the Second Affiliated Hospital of Soochow University from January 2017 to December 2021 were collected retrospectively. These patients were randomly divided into a training dataset ( n=330) and a validation dataset ( n=141) at a ratio of 7∶3 by using the random function. All patients underwent two noncontrast CT examinations within 24 h and an increase in hematoma volume of >33% or an absolute increase in hematoma volume of >6 ml was considered hematoma enlargement. According to the presence or absence of hematoma enlargement, all patients were divided into hematoma enlargement group and hematoma non-enlargement group.Two-sample t test, Mann-Whitney U test or χ2 test were used for univariate analysis. The factors with statistically significant differences were included in multivariate logistic regression analysis, and independent influences related to hematoma enlargement were screened out to establish a clinical factor model. ITK-SNAP software was applied to manually label and segment the cerebral hemorrhage lesions on plain CT images to train and build a deep learning model based on ResNet50 architecture. A combination model for predicting hematoma expansion in cerebral hemorrhage was established by combining independent clinical influences with deep learning scores. The value of the clinical factor model, the deep learning model, and the combination model for predicting hematoma expansion in cerebral hemorrhage was evaluated using receiver operating characteristic (ROC) curves and decision curves in the training and validation datasets. Results:Among 471 cerebral hemorrhage patients, 136 cases were in the hematoma enlargement group and 335 cases were in the hematoma non-enlargement group. Regression analyses showed that male ( OR=1.790, 95% CI 1.136-2.819, P=0.012), time of occurrence ( OR=0.812, 95% CI 0.702-0.939, P=0.005), history of oral anticoagulants ( OR=2.157, 95% CI 1.100-4.229, P=0.025), admission Glasgow Coma Scale score ( OR=0.866, 95% CI 0.807-0.929, P<0.001) and red blood cell distribution width ( OR=1.045, 95% CI 1.010-1.081, P=0.011) were the independent factors for predicting hematoma expansion in cerebral hemorrhage. ROC curve analysis showed that in the training dataset, the area under the curve (AUC) of clinical factor model, deep learning model and combination model were 0.688 (95% CI 0.635-0.738), 0.695 (95% CI 0.642-0.744) and 0.747 (95% CI 0.697-0.793) respectively. The AUC of the combination model was better than that of the clinical model ( Z=0.54, P=0.011) and the deep learning model ( Z=2.44, P=0.015). In the validation dataset, the AUC of clinical factor model, deep learning model and combination model were 0.687 (95% CI 0.604-0.763), 0.683 (95% CI 0.599-0.759) and 0.736 (95% CI 0.655-0.806) respectively, with no statistical significance. Decision curves showed that the combination model had the highest net benefit rate and strong clinical practicability. Conclusions:Both the deep learning model and the clinical factor model established in this study have some predictive value for hematoma expansion in cerebral hemorrhage; the combination model established by the two together has the highest predictive value and can be applied to predict hematoma expansion.
9.CT radiomics and clinical indicators combined model in early prediction the severity of acute pancreatitis
Dandan XU ; Aoqi XIAO ; Weisen YANG ; Yan GU ; Dan JIN ; Guojian YIN ; Hongkun YIN ; Guohua FAN ; Junkang SHEN ; Liang XU
Chinese Journal of Emergency Medicine 2024;33(10):1383-1389
Objective:To explore the value of the Nomogram model established by CT radiomics combined with clinical indicators for prediction of the severity of early acute pancreatitis (AP).Methods:From January 2016 to March 2023, the AP patients in the Second Affiliated Hospital of Soochow University were retrospectively collected. According to the revised Atlanta classification and definition of acute pancreatitis in 2012, all patients were divided into the severe group and the non-severe group. All patients were first diagnosed, and abdominal CT plain scan and enhanced scan were completed within 1 week. Patients were randomly (random number) divided into training and validation groups at a ratio of 7:3. The pancreatic parenchyma was delineated as the region of interest on each phase CT images, and the radiomics features were extracted by python software. LASSO regression and 10-fold cross-validation were used to reduce the dimension and select the optimal features to establish the radiomics signature. Multivariate Logistic regression was used to select the independent predictors of severe acute pancreatitis (SAP), and a clinical model was established. A Nomogram model was established by combining CT radiomics signature and clinical independent predictors. Receiver operating characteristic (ROC) curve and decision curve analysis (DCA) were used to evaluate the predictive efficacy of each model.Results:Total of 205 AP patients were included (59 cases in severe group, 146 cases in non-severe group). 3, 5, 5 and 5 optimal radiomics features were selected from the plain CT scan, arterial phase, venous phase and delayed phase images of all patients, and the radiomics models were established. Among them, the arterial phase radiomics model had relatively better performance in predicting SAP, with an area under curve (AUC) of 0.937 in the training group and 0.913 in the validation group. Multivariate Logistic regression showed that C-reactive protein (CRP) and lactate dehydrogenase (LDH) were independent predictors of SAP, and they were used to establish a clinical model. The AUC in the training and validation groups were 0.879 and 0.889, respectively. The Nomogram model based on arterial phase CT radiomics signature, CRP and LDH was established, and the AUC was 0.956 and 0.947 in the training group and validation group, respectively. DCA showed that the net benefit of Nomogram model was higher than that of clinical model or radiomics model alone.Conclusions:The Nomogram model established by CT radiomics combined with clinical indicators has high application value for early prediction of the severity of AP, which is conducive to the formulation of clinical treatment plans and prognosis evaluation.
10.Predictive value of spectral CTA parameters for infarct core in acute ischemic stroke
Yan GU ; Dai SHI ; Yeqing WANG ; Dandan XU ; Aoqi XIAO ; Dan JIN ; Kuan LU ; Wu CAI ; Guohua FAN ; Junkang SHEN ; Liang XU
Chinese Journal of Emergency Medicine 2024;33(11):1572-1579
Objective:To investigate the value of dual-detector spectral CTA in distinguishing infarct core from penumbra in patients with acute ischemic stroke(AIS), and to further explore the risk factors associated with infarct core and their predictive value.Methods:The imaging and clinical data of 163 patients with AIS who met the inclusion criteria admitted to the Second Affiliated Hospital of Soochow University from March 2022 to May 2023 were retrospectively analyzed. Patients from March 2022 to December 2022 were used as the training group, and patients from January 2023 to May 2023 were used as the validation group for internal validation. The head and neck spectral CTA and brain CT perfusion imaging with dual-layer detector spectral CT were all carried out on all patients. Using CTP as reference, the patients were divided into infarct core group and non-infarct core group according to whether an infarct core occurred in the hypoperfusion regions of brain tissue. Multivariate logistic regression analysis was used to screen predictors related to the infarct core. The receiver operating characteristic (ROC) curve was used to evaluate the predictive efficacy.Results:A total of 163 patients were included in the study, including 112 in the training group and 51 in the validation group. There were significant differences in iodine density, effective atomic number, hypertension, triglyceride and neutrophils between the two groups ( P< 0.05). The cutoff values for iodine density values and effective atomic number values were 0.215 mg/mL and 7.405, respectively. Multivariate logistic regression analysis showed that iodine density and hypertension were independent risk factors for infarct core in AIS, and triglyceride was an independent protective factor. The area under the ROC curve (AUC) of iodine density value was the largest (0.859), with a sensitivity of 70.27%, and a specificity of 90.67%, which had a good predictive value. The ROC curve analysis results for the validation group were consistent with the training group. Conclusions:Spectral CT parameters iodine density values and effective atomic number values have the potential to distinguish the infarct core area from the penumbra area in patients with AIS. Iodine density and hypertension were independent risk factors of infarct core in AIS, triglyceride was an independent protective factor, and iodine density values obtained by dual-layer spectral detector CT had a high predictive value.

Result Analysis
Print
Save
E-mail