1.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
2.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.
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.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.
6.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.
7.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.
8.A multicenter prospective study on early identification of refractory Mycoplasma pneumoniae pneumonia in children
Dan XU ; Ailian ZHANG ; Jishan ZHENG ; Mingwei YE ; Fan LI ; Gencai QIAN ; Hongbo SHI ; Xiaohong JIN ; Lieping HUANG ; Jiangang MEI ; Guohua MEI ; Zhen XU ; Hong FU ; Jianjun LIN ; Hongzhou YE ; Yan ZHENG ; Lingling HUA ; Min YANG ; Jiangmin TONG ; Lingling CHEN ; Yuanyuan ZHANG ; Dehua YANG ; Yunlian ZHOU ; Huiwen LI ; Yinle LAN ; Yulan XU ; Jinyan FENG ; Xing CHEN ; Min GONG ; Zhimin CHEN ; Yingshuo WANG
Chinese Journal of Pediatrics 2024;62(4):317-322
Objective:To explore potential predictors of refractory Mycoplasma pneumoniae pneumonia (RMPP) in early stage. Methods:The prospective multicenter study was conducted in Zhejiang, China from May 1 st, 2019 to January 31 st, 2020. A total of 1 428 patients with fever >48 hours to <120 hours were studied. Their clinical data and oral pharyngeal swab samples were collected; Mycoplasma pneumoniae DNA in pharyngeal swab specimens was detected. Patients with positive Mycoplasma pneumoniae DNA results underwent a series of tests, including chest X-ray, complete blood count, C-reactive protein, lactate dehydrogenase (LDH), and procalcitonin. According to the occurrence of RMPP, the patients were divided into two groups, RMPP group and general Mycoplasma pneumoniae pneumonia (GMPP) group. Measurement data between the 2 groups were compared using Mann-Whitney U test. Logistic regression analyses were used to examine the associations between clinical data and RMPP. Receiver operating characteristic (ROC) curves were used to analyse the power of the markers for predicting RMPP. Results:A total of 1 428 patients finished the study, with 801 boys and 627 girls, aged 4.3 (2.7, 6.3) years. Mycoplasma pneumoniae DNA was positive in 534 cases (37.4%), of whom 446 cases (83.5%) were diagnosed with Mycoplasma pneumoniae pneumonia, including 251 boys and 195 girls, aged 5.2 (3.3, 6.9) years. Macrolides-resistant variation was positive in 410 cases (91.9%). Fifty-five cases were with RMPP, 391 cases with GMPP. The peak body temperature before the first visit and LDH levels in RMPP patients were higher than that in GMPP patients (39.6 (39.1, 40.0) vs. 39.2 (38.9, 39.7) ℃, 333 (279, 392) vs. 311 (259, 359) U/L, both P<0.05). Logistic regression showed the prediction probability π=exp (-29.7+0.667×Peak body temperature (℃)+0.004×LDH (U/L))/(1+exp (-29.7+0.667×Peak body temperature (℃)+0.004 × LDH (U/L))), the cut-off value to predict RMPP was 0.12, with a consensus of probability forecast of 0.89, sensitivity of 0.89, and specificity of 0.67; and the area under ROC curve was 0.682 (95% CI 0.593-0.771, P<0.01). Conclusion:In MPP patients with fever over 48 to <120 hours, a prediction probability π of RMPP can be calculated based on the peak body temperature and LDH level before the first visit, which can facilitate early identification of RMPP.
9.Machine learning models for predicting the risk stratification of gastrointestinal stromal tumor based on the radiomic features of CT
Chenchen ZHANG ; Hongkun YIN ; Rui YU ; Yiqing BAO ; Shuo ZHAO ; Guohua FAN
Journal of Practical Radiology 2024;40(7):1111-1115
Objective To construct the machine learning models based on the radiomic features of non-contrast and enhanced CT and to evaluate the predictive value in the risk stratification of gastrointestinal stromal tumor(GIST).Methods A total of 182 patients with pathologically confirmed GIST were randomly divided into a training set and a validation set at a ratio of 7∶3.The volume of interest(VOI)was outlined in the non-contrast phase,arterial phase and venous phase,and its radiomic features were extracted.The most valuable radiomic features were selected using the least absolute shrinkage and selection operator(LASSO)algorithm.The logistic regression(LR)classifier was used to construct the prediction models based on single-phase or multi-phase images.The predictive efficacy of the different models was compared by using receiver operating characteristic(ROC)curves.Results Four,three,and four radiomic features were selected in the non-contrast phase,arterial phase and venous phase,and 4 models were constructed in total.Among the single-phase models,the venous phase had better predictive efficacy,with the area under the curve(AUC)of 0.932[95%confidence interval(CI)0.873-0.969]and 0.924(95%CI 0.819-0.979)in the training and validation sets.The predictive efficacy of the combined model was improved,with the AUC of 0.946(95%CI 0.891-0.978)and 0.938(95%CI 0.838-0.986).Conclusion The venous phase model can predict the risk stratification of GIST accurately,and the prediction efficacy can be improved by combining the non-contrast and arterial phases.
10.Feasibility of predicting expression of Ki-67 in lung adenocarcinoma via multi-parameter of duallayer spectral detector CT
Yiting CHEN ; Xiaoqiong NI ; Liang XU ; Guohua FAN ; Dan JIN
Journal of Practical Radiology 2024;40(10):1597-1600,1610
Objective To explore the feasibility of predicting expression level of Ki-67 in lung adenocarcinoma via multi-parameter of spectral CT.Methods The data of 226 patients with lung adenocarcinoma confirmed by pathology were analyzed retrospectively.The conventional and spectral CT parameters of the lesions were analyzed.According to Ki-67 expression level,all patients were divided into low expression group and high expression group.The parameters with statistical significance were identified as independent variables for multivariate logistic regression analysis to establish a logistic regression model for predicting the expression level of Ki-67.Receiver operating characteristic(ROC)curve was used to assess the diagnostic performance for each model,respectively.Results There were significant differences in the clinical factors of gender,smoking and chest pain between high and low Ki-67 expression groups.In spectral CT parameters,CT40 keV,CT100 keV,Z-effective(Zeff)and iodine concentration(IC)in the high expression group in arterial phase were significantly higher than those in the low expression group.Logistic regression analysis showed that CT100 keV was the independent risk factor for Ki-67 expression level.Both the spectral CT model and the combined model had high value in predicting the expression level of Ki-67 in lung adenocarcinoma,and the combined model had better diagnostic efficacy.Conclusion Spectral CT parameters combined with clinical factors have a certain value in predicting the expression level of Ki-67 in lung adenocarcinoma.

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