OBJECTIVE: This study examines utilizes the advantages of machine learning algorithms to discern key determinants in prognosticate postoperative circulatory complications (PCCs) for older patients. METHODS: This secondary analysis of data from a randomized controlled trial involved 1,720 elderly participants in five tertiary hospitals in Beijing, China. Participants aged 60-90 years undergoing major non-cardiac surgery under general anesthesia. The primary outcome metric of the study was the occurrence of PCCs, according to the European Society of Cardiology and the European Society of Anaesthesiology diagnostic criteria. The analysis metrics contained 67 candidate variables, including baseline characteristics, laboratory tests, and scale assessments. RESULTS: Our feature selection process identified key variables that significantly impact patient outcomes, including the duration of ICU stay, surgery, and anesthesia; APACHE-II score; intraoperative average heart rate and blood loss; cumulative opioid use during surgery; patient age; VAS-Move-Median score on the 1st to 3rd day; Charlson comorbidity score; volumes of intraoperative plasma, crystalloid, and colloid fluids; cumulative red blood cell transfusion during surgery; and endotracheal intubation duration. Notably, our Random Forest model demonstrated exceptional performance with an accuracy of 0.9872. CONCLUSION We have developed and validated an algorithm for predicting PCCs in elderly patients by identifying key risk factors.
Aged ; Aged, 80 and over ; Female ; Humans ; Male ; Middle Aged ; Cardiovascular Diseases/etiology* ; Machine Learning ; Postoperative Complications/etiology* ; Risk Factors ; Randomized Controlled Trials as Topic ; Secondary Data Analysis

Objective:To investigate the risk factors and their warning effectiveness for postoperative intestinal barrier dysfunction (IBD) in patients with severe traumatic brain injury (sTBI).Methods:A retrospective cohort study was conducted to analyze the clinical data of 101 patients with sTBI admitted to Wuxi Branch of Zhongda Hospital Affiliated to Southeast University from May 2020 to February 2023, including 63 males and 38 females, aged 21-81 years [(53.4±14.2)years]. All the patients underwent emergency surgery. The patients were divided into IBD group ( n=67) and non-IBD group ( n=34) according to whether or not they had IBD after surgery. The gender, age, basic diseases (hypertension and diabetes), types of intracranial hematoma (subdural, epidural, and intracerebral hematoma), preoperative Glasgow Coma Scale (GCS), cerebral hernia, intraoperative initial intracranial pressure (iICP), operation time, removal of bone flap, treatment time in ICU, initiation time of enteral nutrition, and use of broad-spectrum antibiotics were recorded in the two groups. Univariate and multivariate binary Logistic regression analyses were conducted to assess the correlations between above-mentioned indicators and incidence of postoperative IBD in sTBI patients and determine the independent risk factors for sTBI. Receiver operating characteristic (ROC) curve and area under the curve (AUC) were used to evaluate the warning effectiveness of each risk factor for IBD. Results:The results of the univariate analysis showed that preoperative GCS, cerebral hernia, intraoperative iICP, removal of bone flap, treatment time in ICU, initiation time of enteral nutrition, and use of broad-spectrum antibiotics were significantly correlated with the incidence of IBD in sTBI patients ( P<0.05 or 0.01), while there were no correlations of IBD with gender, age, basic diseases, types of intracranial hematoma and operation time ( P>0.05). The results of the multivariate binary Logistic regression analysis showed that preoperative GCS≤5 points ( OR=2.49, 95% CI 1.17, 5.32, P<0.05), intraoperative iICP>23 mmHg (1 mmHg=0.133 kPa)( OR=1.20, 95% CI 1.03, 1.39, P<0.05), and initiation time of enteral nutrition>24 hours ( OR=10.03, 95% CI 1.26, 80.21, P<0.05) were highly correlated with postoperative IBD in sTBI patients. The results of the ROC curve analysis showed that intraoperative iICP had the highest warning value (AUC=0.91, 95% CI 0.85, 0.96), followed by preoperative GCS (AUC=0.88, 95% CI 0.82, 0.95), and initiation time of enteral nutrition had the lowest warning value (AUC=0.78, 95% CI 0.69, 0.87). Conclusions:Preoperative GCS≤5 points, intraoperative iICP>23 mmHg, and initiation time of enteral nutrition>24 hours are independent risk factors for postoperative IBD in sTBI patients. The warning value of intraoperative iICP ranks the highest for postoperative IBD in sTBI patients, followed by preoperative GCS, with initiation time of enteral nutrition having the lowest warning value.

Objective:To evaluate the efficacy and safety of unilateral adrenalectomy for treating primary bilateral macronodular adrenal hyperplasia (PBMAH) of different clinical types.Methods:The clinical and biochemical data of 54 patients with PBMAH who underwent unilateral adrenalectomy from May 2008 to March 2023 were retrospectively collected. Preoperative CT images of all patients showed enlarged bilateral adrenal glands with multiple nodules of " fused masses". Mean preoperative blood cortisol concentration at 8am was (21.5±7.7)μg/dl, urinary free cortisol concentration was (442.6±300.4)μg/24h, and mean 8am ACTH concentration was (6.4±2.3)pg/ml. Postoperative symptoms, BMI, blood pressure, mass diameter, cortisol and ACTH concentration were recorded and analyzed.Results:Compared with ordinary laparoscopic surgery, robot-assisted surgery showed shorter operation time [(115.4±22.1)min vs.(95.0±19.8)min, P=0.045]; less blood loss [(118.2±57.0)ml vs. (125.6±45.3)ml, P=0.441] and shorter hospitalization time [(5.2±0.9)day vs. (6.4±1.2)day, P=0.279]. Compared with laparoscopic surgery, open surgery showed longer operation time [(134 34.5) min vs. (104.3±20.1) min, P=0.035]; more blood loss [(305.5±85.2) ml vs. (122.5±44.3) ml, P=0.012] and longer hospitalization time[(10.4±3.2)day vs. (5.7±1.0) day, P=0.020]. The average follow-up time was (23.7±11.7) months. Sixteen cases biochemically relapsed, and the average relapse-free time was (25.4±13.4) month. Mean postoperative systolic blood pressure was (131.1±16.8)mmHg ( P=0.001) while diastolic blood pressure decreased to (82.2±11.1)mmHg ( P=0.002). Postsurgical average blood cortisol concentration decreased to (10.2±4.0)μg/dl ( P<0.01), while urine cortisol concentration decreased to (106.6±43.4)μg/24h( P<0.01). Average ACTH concentration increased to (12.6±4.1)pg/ml( P=0.005). Recurrent patients had higher preoperative blood and urine cortisol concentration(24.7±8.2)μg/dl( P=0.046), (522.8±234.2)μg/24h( P=0.028), and all of them underwent contralateral adrenalectomy. Conclusions:Unilateral adrenalectomy is safe and effective for treatment of PBMAH while part of patients biochemically relapsed. Subclinical patients were observed no recurrent cases after surgery. Recurrent patients have higher preoperative blood and urine cortisol levels and should undertake contralateral adrenalectomy and supplement corticosteroids for whole life.

[Abstract] Objective To explore the relationship between supratentorial area (STA), posterior fossa area (PFA) and intracranial area (ICA) of normal adult Tibetans with age and gender. Methods The subjects of this study were native Tibetan adults living in Lhasa. Totally 158 sample populations were between the ages of 20 and 59 years, with an average age (36. 60 ± 10. 75) years, including 64 males and 94 females. Siemens MAGNETOM ESSENZA 1. 5T magnetic resonance scanner was used to scan with 3D-fSPGR sequence, and the images obtained by scanning were stored in DICOM format and imported into 3D Medical medical image processing software, and region of interest was delineated by using the software’s own toolkit. STA, PFA and ICA were measured on T1WI mid-sagittal imaging, and the ratios of PFA / STA, STA / ICA and PFA / ICA were calculated. In order to eliminate the influence of individual differences in skull size on brain structure, this paper corrected the STA and PFA with the same level of ICA, and obtained the relativity of supratentorial area (RSTA) and relativity of posterior fossa area (RPFA). Results The STA was (127. 91 ± 9. 84) cm

Objective:To investigate the clinical profile of primary bilateral macronodular adrenal hyperplasia(PBMAH) and sex difference.Methods:One hundred and forty cases of PBMAH were recruited in our center from 2014, and all patients were evaluated for hormone secretion, adrenal imaging, and metabolic parameters.Results:Overt Cushing′s syndrome accounted for 76.4% of PBMAH cohort and 47.9% were female. The overt group had higher serum cortisol and 24 h urinary free cortisol levels, lower adrenocorticotropic hormone, higher serum cortisol after low-dose dexamethasone suppression tests, larger total adrenal size, and a higher percentage of obesity, hypertension, diabetes mellitus, and hypokalemia than the subclinical group(all P<0.05). When compared with the male group, the female group had smaller adrenal size( P<0.001), lower HbA 1C( P=0.003), higher total cholesterol( P=0.005), and lower density lipoprotein-cholesterol levels( P=0.035). Further, 24 h urinary free cortisol in the male group was found to be positively correlated with diastolic blood pressure, fasting glucose, 2 h postprandial glucose after oral glucose tolerance test(OGTT), and HbA 1C after adjusted for age, body mass index, and onset duration, and was negatively correlated with body mass index and potassium levels. While 24 h urinary free cortisol in the female group was positively correlated only with diastolic blood pressure, fasting glucose, and 2 h postprandial glucose after OGTT(all P<0.05). During follow-up, 80.0% of patients achieved remission after unilateral adrenalectomy, with a recurrence rate of 17.9%. Conclusion:PBMAH related metabolic disorder is more pronounced in overt Cushing′s syndrome and males. Unilateral adrenalectomy as an effective treatment can benefit the majority of patients.

Objective: To assess the vaccine loss related to the Expanded Program on Immunization (EPI) in Xinjiang Uygur Autonomous Region so as to improve the management of vaccines. Methods: A total of 135 vaccination clinics were randomly selected, using a stratified cluster sampling method. In each clinic, data on vaccination was collected between 2016 and 2017, including the number of doses in routine immunization program and supplementary immunization activities (i.e., vaccine doses in vials that were opened for use) on polio vaccine, number of doses administered to children and the number of doses discarded (e.g., expired vaccine or broken vials that had not been opened for use), etc. Coefficient on vaccine loss was calculated with the following equation: vaccine loss coefficient=(number of vaccine doses used)/(number of vaccine doses administered). The vaccine discard rate appeared as: number of vaccine doses discarded)/number of vaccine doses used. Results: For vaccines in single-dose vials [diphtheria-tetanus-pertussis vaccine (DTaP) and trivalent oral polio virus vaccine (tOPV)], the loss coefficients appeared as 1.00 and 1.02, respectively. For vaccines in multi-dose vials [bivalent oral polio vaccine (bOPV), group A meningococcal polysaccharide vaccine (MPV-A), diphtheria-tetanus combined vaccine (DT) and bacilli Calmette-Guérin (BCG) vaccine], the loss coefficients were 1.58, 1.67, 1.68, and 3.02, respectively. The coefficients of EPI vaccine loss in urban, rural, and pastoral area vaccination clinics ranged between 1.00-2.84, 1.00-3.71, and 1.00-2.27, respectively. Loss coefficients ranged between 1.00-3.00, 1.00- 4.41, and 1.00-1.94, respectively, were seen in township clinics, village clinics, and decentralized vaccination clinics. Coefficients on larger vaccine loss were associated with longer intervals between clinic sessions and with fewer vaccinations administrations per day. Conclusions In Xinjiang, coefficients on the loss of multi-dose EPI vaccines were high. The coefficients on loss were different from the levels of region and types of clinics, and time interval between clinic sessions. Programs on refining the management and distribution of EPI vaccines, to minimize the vaccine loss were recommended.

Objective To explore the expressions of hypoxia inducible factor ( HIF), vascular endothelial growth factor receptor 2 ( VEGFR 2), and microvessel density ( MVD) in adrenocortical adenoma ( ACA) and adrenocortical carcinoma ( ACC), in order to discuss their potential role in the development of adrenal tumours. Methods Fifty-five adrenal tumour specimens resected in the hospital with complete clinical data (including 30 ACA cases and 25 ACC cases) were examined by immunohistochemistry for the expressions of HIF-2α, HIF-1α, VEGFR 2, and MVD. Results VEGFR 2 and MVD up-regulated were found in the ACC group (P＜0.05). The expression of HIF-2α and HIF-1α correlated with VEGFR 2 (P＜0.05). The expressions of VEGFR 2 and MVD were related to some clinicopathological features ( P＜0. 05 ). Additionally, tumour size, expression of VEGFR 2 and MVD were independently associated with ACC (P＜0.05). Conclusions The high expression of HIF-2α, VEGFR 2, and MVD in adrenal tumours suggested their roles in tumour angiogenesis, which indicated that anti-angiogenesis therapies deserve intensive studies for malignant adrenocortical tumours.

Objective To investigate the methods and efficacy of treatment on severe adrenal Cushing′s syndrome. Methods The clinical data of 22 cases with severe adrenal Cushing′s syndrome ( severe group) , and 136 cases with mild or moderate adrenal Cushing′s syndrome ( non-severe group) were reviewed. The clinical features were analyzed by comparing the differences between these two groups when patients were admitted to hospital. We discussed the clinical managements of patients with severe adrenal Cushing′s syndrome by comparing the differences with non-severe group after preoperative preparation, and with themselves before and after preoperative preparation. The effects of surgery were evaluated by comparing the differences between pre-operation and post-operation on patients with severe adrenal Cushing′s syndrome. Results At admission, serum/urine cortisol, disease course, and blood pressure were significantly higher in the severe group than those in non-severe group ( P＜0.05 or P＜0.01) , serum potassium and ACTH level were decreased significantly in the severe group than those innon-severegroup[(3.01±0.75vs3.62±0.48)mmol/L,P＜0.01;(6.47±2.91vs8.21±3.22)pg/ml,P＜0.01] . However, no significant difference was observed in diastolic blood pressure, serum potassium, and fasting plasma glucose between these two groups after preoperative preparation (all P＞0.05). And then, we performed adrenalectomy. The symptoms of 22 cases with severe adrenal Cushing′s syndrome were obviously alleviated after 3 months. During follow-up, 5 cases of primary bilateral macronodular adrenal hyperplasia ( BMAH) and 1 case of primary pigmented nodular adrenocortical disease ( PPNAD ) were treated with contralateral adrenalectomy. Conclusion Sufficient preoperative preparation is essential for patients with severe adrenal Cushing′s syndrome because of its high level serum cortisol with severe complications. If preparation fails before surgery, cortisol-lowering medication or emergency unilateral adrenalectomy is necessary. Severe patients with BMAH and PPNAD were firstly performed unilateral adrenalectomy and followed-up closely, and then, contralateral adrenalectomy is needed when the recurrence of hypercortisolism recognized.

Objective To study the effect of endovenous laser ablation combined with subfascial endoscopy therapy for venous ulcer of the lower limbs.Methods Clinical data of 112 patients undergoing endovenous laser ablation combined with subfascial endoscopy therapy for venous ulcer of the lower limbs from Oct 2011 to Feb 2016 was retrospectively evaluated.Results Patients had average 2-6 perforating veins in their affected lower limbs.Procedures were successful in all the patients,all the superficial varicose veins disappeared after 1 month and 1 year of ultrasound follow-up,perforating veins closed,ulcer healed,and chromatosis alleviated.Conclusion Endovenous laser ablation combined with subfascial endoscopy therapy for venous ulcer of the lower limbs is effective,safe and quick recovery.

Objective To explore the efficacy and safety of minimal invasive adrenal sparing surgery for the treatment of Cushing syndrome caused by adrenocortical adenoma.Methods Patients who underwent minimal invasive adrenal surgery for adrenocortical adenoma in our institution from January 2010 to December 2015 were retrospectively analyzed.Preoperative, intraoperative, and postoperative variables were reviewed from the database.The mean patient age at diagnosis was 39 years and male:female ratio was 10:111.Of the 121 adenomas, 50 were located in the right adrenal and 71 in the left.The mean tumor size was 2.6 cm.84 cases had hypertension (69.4％), 36 cases had diabetes mellitus (29.8％), and 45 cases had obesity (37.2％).Postoperative follow-up was performed by evaluating adrenal gland function and imaging.Results Mininal invasive partial adrenalectomy was performed in 121 cases and the success rate of operation was 99.2％ (120/121).Sixty-two cases received operation through retroperitoneal approach,and 59 cases were through transperitoneal approach.The median operative time was 50 min with a median blood loss of 50 ml.The mean postoperative hospital stay were (5.0 ± 3.2) days.The vascular injury occurred in 2 cases (1 case in each surgical approach), while the abdominal organ injury occurred in 2 cases with 1 case of spleen injury and 1 case of liver injury (both in transperitoneal approach).Postoperative complications were observed in 6 cases:1 case of deep venous thrombosis, 1 case of wound hematoma, 4 cases of wound infection.Cortisol substitution was given in 2 to 12 months (mean 6.2 months)postoperatively.One year after operation, the remission rate of hypertension, diabetes and obesity was 58.3％ (49/84), 30.6％ (11/36) and 60.0％ (30/45), respectively.Conclusions Minimal invasive adrenal surgery using retroperitoneal and transperitoneal laparoscopic technique can be performed with low morbidity and achieve an excellent outcome.The perioperative hormone therapy may also play an important role.