1.Predictive model for extubation delay undergoing non-emergency major surgery based on random forest algorithm
Peng LI ; Jingwen ZHU ; Kaiwei XU ; Yu ZHANG ; Haifeng FU ; Wenwen DU
The Journal of Clinical Anesthesiology 2024;40(1):7-12
Objective To construct and validate a clinical prediction model for delayed extubation undergoing non-emergency major surgery based on the random forest algorithm.Methods Clinical data of 7 528 patients undergoing non-emergency major surgery under general anesthesia from January 2018 to De-cember 2022 were retrospectively collected.The patients were divided into two groups according to whether extubation was performed within 2 hours after surgery:non-delayed extubation group(≤2 hours)and de-layed extubation group(>2 hours).All the patients were randomly divided into a training set and a valida-tion set in a ratio of 7 ∶ 3.The predictive factors for delayed extubation after surgery were screened through LASSO regression and Logistic regression.The random forest model was established and verified by random forest algorithm.Results There were 123 patients(1.6%)experienced delayed extubation after surgery.ASA physical status,department,intraoperative use of flurbiprofen ester,dexmedetomidine,glucocorticoid,hypocalcemia,severe anemia,intraoperative blood transfusion,and airway spasm were identified as inde-pendent predictive factors for delayed extubation.The area under curve(AUC)value of the random forest prediction model in the validation set was0.751(95%CI0.742-0.778),and the sensitivity was98.1%,and the specificity was 41.9%.Conclusion The predictive model of delayed extubation undergoing non-e-mergency major surgery based on random forest algorithm has a good predictive value,which may be helpful to prevent delayed extubation undergoing non-emergency major surgery.
2.Chronic Fatigue Syndrome Treated with Massage Combined with Aromatic Therapy in 34 Cases: A Randomized Controlled Study
Shuangyun WU ; Yong FU ; Hui LIU ; Tian ZHANG ; Linhui LI ; Haifeng ZHANG
Journal of Traditional Chinese Medicine 2024;65(12):1249-1254
Obejective To investigate and compare the clinical efficacy of aroma massage with traditional massage in the treatment of chronic fatigue syndrome (CFS). MethodsSeventy-two CFS patients were randomized into the aroma massage group and the traditional massage group, with 36 patients in each group. Both groups were treated with essential oil aromatherapy and massage were performed on the head, face, and abdomen stimultaneously. The aroma massage group used antifatigue oil, while the traditional massage group used placebo essential oil. The two groups were treated for 30 minutes each time, once every other day, three times a week, for a total of 4 weeks. The fatigue scale (FS-14) score, traditional Chinese medicine (TCM) syndrome score and patient satisfaction evaluation scale score before and after the treatment of the two groups were assessed to study the improvement of fatigue and other clinical symptoms of the patients as well as the changes of the TCM symptom scores, and to evaluate the clinical efficacy of the two groups. ResultsWith three drop-outs in the traditional massage group and two drop-outs in the aroma massage group, 33 cases in the traditional massage group and 34 cases in the aroma massage group were included in the outcome analysis. The FS-14 scores and TCM syndrome scores significantly decreased after treatment in both groups (P<0.01); compared to those in the traditional massage group (FS-14: 4.42±2.44; TCM syndrome score: 34.12±7.67), the FS-14 score (3.06±2.37) and TCM syndrome score (28.79±5.62) in the aroma massage group were significantly lower (P<0.05 or P<0.01). There was no significant difference in the satisfaction scores of the patients in the two groups after the treatment (P>0.05). The total effective rate of the aroma massage group was 94.12% (32/34), which was significantly higher than 84.85% (28/33) of the traditional massage group (P<0.05). ConclusionBoth aromatherapy and traditional massage can improve the clinical symptoms of fatigue in CFS patients, and aromatherapy is more effective, which is easy to operate with high patient acceptance.
3.Epidemic status,clinical characteristics,prevention and therapy of respiratory syncytial virus infection in children after the lifting of non-pharmaceutical interventions
Mingze SUI ; Haifeng LIU ; Hongmin FU
International Journal of Pediatrics 2024;51(9):610-615
Non-pharmaceutical interventions(NPIs)against the COVID-19 restricted the spread of respiratory infectious diseases.After the lifting of NPIs for the COVID-19 pandemic,a resurgence of respiratory syncytial virus(RSV)has been observed in multiple countries and regions globally,exhibiting epidemiological and clinical characteristics distinct from previous RSV epidemic during the pre-COVID-19 era.This resurgence poses new challenges for clinical management of RSV infection.This review elucidates the changes in epidemiological and clinical features of pediatric RSV epidemic after the lifting of NPIs,potential mechanisms underlying these changes,as well as advances in RSV prevention and control,aiming to enhance the understanding of pediatric RSV infection following the lifting of NPIs,and provides reference for further optimization of strategies in the prevention,control,and clinical management of pediatric RSV infection.
4.Clinical characteristics of hospitalized children with respiratory syncytial virus infection and risk prediction of severe illness during the post-COVID-19 era in Kunming
Haifeng LIU ; Quanli FENG ; Rongwei HUANG ; Tingyun YUAN ; Mingze SUI ; Peilong LI ; Kai LIU ; Feng LI ; Yin LI ; Li JIANG ; Hongmin FU
Chinese Journal of Pediatrics 2024;62(4):323-330
Objective:To compare the epidemiological and clinical characteristics of hospitalized children with respiratory syncytial virus (RSV) infection in Kunming among the pre-and post-COVID-19 era, and to establish a prediction model for severe RSV infection in children during the post-COVID-19 period.Methods:This was a retrospective study. Clinical and laboratory data were collected from 959 children hospitalized with RSV infection in the Department of Pulmonary and Critical Care Medicine at Kunming Children′s Hospital during January to December 2019 and January to December 2023. Patients admitted in 2019 were defined as the pre-COVID-19 group, while those admitted in 2023 were classified as the post-COVID-19 group. Epidemiological and clinical characteristics were compared between the two groups. Subsequently, comparison of the clinical severity among the two groups was performed based on propensity score matching (PSM). Furthermore, the subjects in the post-COVID-19 group were divided into severe and non-severe groups based on clinical severity. Chi-square test and Mann-Whitney U test were used for pairwise comparison between groups, and multivariate Logistic regression was applied for the identification of independent risk factors and construction of the prediction model. The receiver operating characteristic (ROC) curve and calibration curve were employed to evaluate the predictive performance of this model. Results:Among the 959 children hospitalized with RSV infection, there were 555 males and 404 females, with an onset age of 15.4 (7.3, 28.5) months. Of which, there were 331 cases in the pre-COVID-19 group and 628 cases in the post-COVID-19 group. The peak period of RSV hospitalization in the post-COVID-19 group were from May to October 2023, and the monthly number of inpatients for each of these months were as follows: 72 cases (11.5%), 98 cases (15.6%), 128 cases (20.4%), 101 cases (16.1%), 65 cases (10.4%), and 61 cases (9.7%), respectively. After PSM for general data, 267 cases were matched in each group. The proportion of wheezing in the post-COVID-19 group was lower than that in the pre-COVID-19 group (109 cases (40.8%) vs. 161 cases (60.3%), χ2=20.26, P<0.001), while the incidences of fever, tachypnea, seizures, severe case, neutrophil-to-lymphocyte ratio (NLR), C-reactive protein and interleukin-6 levels were all higher than those in the pre-COVID-19 group (146 cases (54.7%) vs. 119 cases (44.6%), 117 cases (43.8%) vs. 89 cases (33.3%), 37 cases (13.9%) vs. 14 cases (5.2%), 69 cases (25.8%) vs. 45 cases (16.9%), 3.6 (1.9, 6.4) vs. 2.3 (1.8, 4.6), 9.9 (7.1, 15.2) vs. 7.8 (4.5, 13.9) mg/L, 20.5 (15.7, 30.4) vs. 17.2 (11.0, 26.9) ng/L, χ2=5.46, 6.36, 11.47, 6.42, Z=4.13, 3.06, 2.96, all P<0.05). There were 252 cases and 107 cases with co-infection in the post-and pre-COVID-19 groups, respectively. The proportion of triple and quadruple infection in the post-COVID-19 group was higher than that in the pre-COVID-19 group (59 cases (23.4%) vs. 13 cases (12.1%), 30 cases (11.9%) vs. 5 cases (4.7%), χ2=5.94, 4.46, both P<0.05). Among the 252 cases with co-infection in post-COVID-19 group, the most prevalent pathogens involving in co-infections, in order, were Mycoplasma pneumoniae 56 cases (22.2%), Influenza A virus 53 cases (21.0%), Rhinovirus 48 cases (19.0%), Parainfluenza virus 35 cases (13.9%), and Adenovirus 28 cases (11.1%).The result of multivariate Logistic regression showed that age ( OR=0.70, 95% CI 0.62-0.78, P<0.001), underlying diseases ( OR=10.03, 95% CI 4.10-24.55, P<0.001), premature birth ( OR=6.78, 95% CI 3.53-13.04, P<0.001), NLR ( OR=1.85, 95% CI 1.09-3.15, P=0.023), and co-infection ( OR=1.28, 95% CI 1.18-1.38, P<0.001) were independently associated with the development of severe RSV infection in the post-COVID-19 group. The ROC curve of the prediction model integrating the above five factors indicated an area under the curve of 0.85 (95% CI 0.80-0.89, P<0.001), with an optimal cutoff of 0.21, a sensitivity of 0.83 and a specificity of 0.80. The calibration curve showed that the predicted probability in this model did not differ significantly from the actual probability ( P=0.319). Conclusions:In the post-COVID-19 era in Kunming, the peak in pediatric hospitalizations for RSV infection was from May to October, with declined incidence of wheezing and increased incidence of fever, tachypnea, seizures, severe cases, and rates of triple and quadruple co-infections. Age, underlying diseases, premature birth, NLR, and co-infection were identified as independent risk factors for severe RSV infection in the post-COVID-19 period. In this study, a risk prediction model for severe pediatric RSV infection was established, which had a good predictive performance.
5.Clinical study and efficacy evaluation of Needle-perc combined with RIRS in the treatment of complex calyceal diverticular stone
Yubao LIU ; Bo XIAO ; Weiguo HU ; Gang ZHANG ; Meng FU ; Boxing SU ; Yuzhe TANG ; Haifeng SONG ; Bixiao WANG ; Zhichao LUO ; Jianxing LI
Chinese Journal of Urology 2024;45(6):461-466
Objective:To retrospectively analyze and summarize the clinical experience and therapeutic effect of anterograde Needle-perc combined with RIRS, namely N+ R (Needle perc + RIRS) technique in the treatment of complex calyceal diverticular stone.Methods:Retrospective analysis of 23 cases of complex renal caliceal diverticulum stones admitted to our hospital from January 2020 to December 2022. The complex factors mainly include the invisible cervical orifice of diverticulum, large stone volume, and special anatomical location, which makes single RIRS or PCNL treatment difficult or unsuccessful. There were 14 males and 9 females with an average age of (42.3±6.1) years. Three cases were upper calyceal diverticular stone, average size was (0.9±0.2)cm. Nine patients had diverticular stone in the middle posterior calyx, and the average size was (1.2±0.3)cm. The average size of four diverticular stone was (1.8±0.2)cm in the anterior middle calyx. Seven patients had diverticular stone with an average size of (1.3±0.1)cm in lower calyx. Among them, 12 patients underwent RIRS which were difficult or stone undiscovered, and 3 patients underwent PCNL and the operation was terminated due to failure of channel establishment. In our center, oblique supine lithotomy position (male) or prone split-leg position (female) was adopted, and the combined treatment of Needle-perc and RIRS was performed. Needle-perc puncture was completed under the guidance of full ultrasound. During the operation, methylene blue reagent or mutual guidance of two endoscopes was used to find the diverticulum neck and expand the outlet with holmium laser incision. Depending on the size and location of the stones, a single Needle-perc laser lithotripsy combined with stone removal in flexible ureteroscope was used, or dual lasers were be used simultaneously for stone removal under double endoscopes. The first stage stone free rate, operation time, hemoglobin decrease, complications, postoperative hospital stay and other conditions were analyzed.Results:All the 23 operations were completed successfully. The stone free rate within 48 hours and one month after surgery was 78.2% and 100.0% respectively. The average operation time was (61.5±12.2)min. The mean postoperative hospital stay was (2.8±0.6) days. The mean decrease of hemoglobin was (3.6±0.4)g/L. Three patients had fever and one patient had renal subcapsular effusion. After anti-inflammatory and symptomatic treatment, the patient was discharged. There was no incidence of Clavien-Dindo≥Ⅱcomplications such as blood transfusion, abdominal organ injury or urosepsis.Conclusions:Treatment of complex renal caliceal diverticulum stones using N+ R technique of anterograde needle-perc combined with RIRS can effectively improve the success rate of first-stage surgery. Overall, it is safe, efficient and feasible with the advantages of high stone free rate, lower damage, and few postoperative complications.
6.Research progress in biological role of TIGIT and its application in bladder cancer
Yawei ZHANG ; Hon-Gjin SHI ; Shi FU ; Jiansong WANG ; Haifeng WANG
The Journal of Practical Medicine 2024;40(12):1762-1766
T-cell immunoglobulin and immunoreceptor tyrosine-based inhibitory motif domain(TIGIT)is a transmembrane glycoprotein expressed on the surface of immune cells.TIGIT expression is up-regulated in blad-der cancer and will have an important impact on bladder cancer development and poor prognosis.Immunotherapy that blocks TIGIT signaling is expected to improve the prognosis of bladder cancer.With further research,TIGIT is likely to become a target for bladder cancer diagnosis and treatment.This article reviews the structure,immuno-modulatory effect and the research progress of TIGIT in bladder cancer.
7.The correlation analysis of coronary artery plaque AI quantitative parameter with FFR-CT in coronary CT angiography
Qingdong YAO ; Chengbing ZHANG ; Jun FU ; Peng WANG ; Bin LONG ; Haifeng LIU
The Journal of Practical Medicine 2024;40(17):2489-2494
Objective To investigate the relationship between coronary artery plaque AI quantitative parameter and FFR-CT in coronary computed tomography angiography.Methods A total of 84 patients suspected of having CAD[52 males and 32 females,aged 27 to 81 years with a mean age of(58.1±11.9)years]were enrolled in this study.All patients underwent coronary computed tomography angiography.The CCTA data was processed using shukun(SK)software for labeling and analysis of the coronary arteries,as well as obtaining quantitative parameters of coronary artery plaque AI and corresponding FFR-CT values.The quantitative parameters included plaque length,total volume,minimum lumen area(MLA),minimal lumen degree(MLD),lipid composition volume and proportion,fibrous-lipid composition volume and proportion,fibrous composition volume and proportion,calcified composition volume and proportion.Coronary artery hemodynamic abnormality or myocardial ischemia was defined as an FFR-CT value≤0.8.Correlational analysis was performed to evaluate the association between AI plaque quantitative param-eters and FFR-CT values.Univariate and multivariate binary logistic regression analyses were conducted to identify independent risk factors for predicting FFR-CT≤0.8.The predictive performance of the model based on AI plaque quantitative parameters was assessed using receiver operating characteristic(ROC)curve analysis and calculation of the area under the curve(AUC).Sensitivities,specificities,diagnostic test accuracy rates were also calculated.Results The predominant symptoms observed in the cohort of 84 patients were chest pain(n=39,46.4%)and distress(n=27,32.1%).Spearman analysis results revealed a weak positive correlation between FFR-CT and MLA(r=0.49,P<0.0001),while weak negative correlations were found for plaque length,total volume,lipid composition volume,fibrous-lipid composition volume,fibrous composition volume,and calcified composition volume(r=-0.44,-0.56,-0.40,-0.36,-0.42,-0.40;all P<0.05).Additionally,MLD exhibited a moderate negative correlation with FFR-CT(r=-0.60,P<0.0001).In the univariate binary logistic regression analysis,several variables including plaque length,total volume,MLA,MLD,lipid composition volume,fibrous-lipid composition volume,fibrous composition volume,and calcified composition volume were found to be independently associated with FFR-CT≤0.8(All P<0.05).The adjusted multivariate binary logistic regression analysis model revealed that MLD was the sole independent predictor(OR=1.082,95%CI:1.034~1.133,P=0.001).The logistics re-gression model expression was logit(P)=0.079X1-4.052,where X1 represents the value of MLD and achieved a predictive accuracy of 85.2%.The ROC AUC of plaque length,total volume,MLA,MLD,lipid composition vol-ume,fibrous-lipid composition volume,fibrous composition volume and calcified composition volume were 0.796,0.886,0.711,0.754 and 0.698 respectively,and the coresponding sensitivities and specificities were 47.83%,73.91%,73.90%,52.17%,60.87%and 92.11%,73.68%,60.53%,84.21%,89.47%.The five in-dexes combined diagnostic model possessed the largest AUC of 0.906,and 73.91%,71.05%of sensitivity and specificity.Conclusion The AI quantitative parameters of coronary artery plaque exhibited varying degrees of correlation with FFR-CT,while MLD emerged as the sole independent predictor of FFR-CT≤0.8,demonstrating high diagnostic efficiency.
8.Research progress in the mechanism of antibody-drug conjugate and its application in the treatment of bladder cancer
Hui ZHAN ; Zhiyong TAN ; Shi FU ; Ning LI ; Jiansong WANG ; Haifeng WANG
Journal of Modern Urology 2023;28(6):459-463
Bladder cancer (BC) is one of the most common malignancies of the urinary tract. Surgery combined with chemoradiotherapy is the mainstay of treatment, but BC is markedly heterogeneous, leading to unsatisfactory outcomes. Antibody-drug conjugate (ADC), a new type of targeted drug, has achieved remarkable results in the treatment of tumors by coupling a chemical junction with a highly cytotoxic small molecule, which can exert anti-tumor effects while avoiding the impacts on normal cells. To date, several ADCs have been used in the treatment of BC at home and abroad, and play an increasingly important role in the field of BC therapy. This article briefly introduces the mechanism of ADC, the current application of ADC in BC treatment, and the problems and challenges faced, hoping to provide reference for clinical work.
9.The early use of iNO in extremely premature neonates with refractory hypoxic respiratory failure
Yongping FU ; Xueyu CHEN ; Haifeng ZONG ; Jie ZHAO ; Hui TANG ; Zhifeng HUANG ; Chuanzhong YANG
Chinese Journal of Neonatology 2023;38(3):166-170
Objective:To study the early use of inhaled nitric oxide (iNO) as a rescue therapy in extremely premature infants (EPIs) with refractory hypoxic respiratory failure (HRF).Methods:Between January 2021 and December 2021, EPIs with refractory HRF receiving iNO within the first week of life in our NICU were enrolled. Their clinical characteristics and outcomes were retrospectively analyzed.Results:A total of 11 EPIs were included with 5 males and 6 females. The median gestational age (GA) was 24(22.6, 25.2) weeks. The median birth weight (BW) was 580(490, 770) g. The most common primary diagnoses were moderate/severe respiratory distress syndrome (RDS) (5/11) and early-onset sepsis (3/11). The median age starting iNO therapy was 6.5(4.5, 34.0)h and the median duration of iNO was 24(12, 36)h. The median iNO starting dose was 5(5, 8) ppm and the therapeutic range was 5-20 ppm. Therapeutic efficacy was defined as ≥30% FiO 2 reduction after 6 h of iNO treatment. The treatment was effective in 8 cases. The oxygenation index (OI) decreased more than 10% from baseline 1 h after initiation in 9 patients and in all 11 patients after 12 h of iNO. The reduction of OI was more prominent in EPIs with a higher OI at baseline. Of the 11 patients, 8 survived, 1 died and 2 abandoned further treatments. Conclusions:As an early rescue therapy for EPIs with refractory HRF, iNO can improve oxygenation without obvious short-term adverse effects.
10.Characteristics and endoscopic diagnosis and treatment experience for ureteropelvic urothelial encrusted inflammatory diseases
Yubao LIU ; Bo XIAO ; Weiguo HU ; Gang ZHANG ; Meng FU ; Boxing SU ; Haifeng SONG ; Bixiao WANG ; Chaoyue JI ; Jianxing LI
Chinese Journal of Urology 2023;44(10):773-778
Objective:To retrospectively summarize disease characteristics and the clinical experience of minimally invasive endoscopy in the treatment of upper urinary tract obstruction caused by ureteropelvic encrusted inflammatory disease.Methods:Three patients with bilateral ureteropelvic encrusted inflammatory disease admitted to our hospital from March 2018 to July 2021 were involved. Case 1, male, 45 years old, admitted due to bilateral hydronephrosis for 5 months. The preoperative diagnosis were bilateral ureteropelvic stones (encrustation), right ureteral atresia, left ureteral stenosis, and systemic vasculitis. Left double J tube insertion and right nephrostomy were performed in another hospital. We conducted antegrade percutaneous nephroscopy combined with retrograde ureteroscopy surgery and assisted balloon dilation to treat bilateral lesions stage by stage. Case 2, Male, 12 years old, admitted due to bilateral abdominal pain for 6 weeks. The preoperative diagnosis were bilateral ureteral stones, bilateral hydronephrosis, and dermatomyositis. After the failure of double J tube insertion in another hospital, double nephrostomy was performed instead. We performed left percutaneous nephroscopy and right percutaneous nephroscopy combined with ureteroscopy for the treatment of bilateral lesions. Case 3, female, 32 years old, was admitted because of pain in the left lower back and abdomen for over 6 months. The preoperative diagnosis were bilateral ureteral stones, bilateral ureteral stenosis, and dermatomyositis. She underwent three times of ESWL and once URS before. We performed ureteroscopic surgery for bilateral lesions. During the surgery, various degrees of crusting in the renal pelvis or ureter were observed in all 3 cases, and the lesions were removed using pneumatic lithotripsy combined with forceps or baskets. After surgery, oral antibiotics were continuously used for 1-3 months. The efficacy and prognosis were evaluated based on the follow-up of urine, imaging, and endoscopic examinations at 3, 6, and 12 months after surgery.Results:All 3 surgeries were successfully completed. At 3, 6, and 12 months after surgery, follow-up CT showed no crusting in the left ureter, and endoscopy showed good mucosal wound healing and unobstructed lumen in case 1. There were still some crusting lesions and lumen stenosis in the right renal pelvis, and the right ureter reconstruction surgery was ultimately performed. There were no crusting on both sides and the urinary tract was unobstructed after 3, 6, and 12 months of follow-up in case 2 and case 3. Postoperative pathological examination showed chronic inflammation of urothelial mucosal tissue, small pieces of proliferative fibrous tissue with peripheral calcification. Calcification layer composition analysis showed magnesium ammonium phosphate and carbonate apatite. No related complications occurred in case 2 and case 3.Conclusions:Urothelial crusted inflammatory disease is rare clinically, and the diagnosis and treatment strategies are rarely reported domestically and internationally. Preoperative imaging examination, intraoperative findings and postoperative pathology or calcification composition analysis are of instruction for the diagnosis and treatment of this disease. Minimally invasive endoscopy treatment for upper urinary tract obstruction caused by ureteropelvic encrusted inflammatory disease has a good effect. Long-term efficacy and other adjuvant treatment need long-term follow-up and clinical practice.

Result Analysis
Print
Save
E-mail