Objective To develop a predictive model for postoperative pulmonary complications (PPC) following video-assisted thoracic surgery (VATS) in lung cancer patients by integrating cardiopulmonary exercise testing (CPET) parameters and machine learning techniques. Methods A retrospective analysis was conducted on patients with early-stage non-small cell lung cancer who underwent CPET and VATS at Guangdong Provincial People’s Hospital between October 2021 and July 2023. Patients were divided into a PPC group and a non-PPC group. The least absolute shrinkage and selection operator (LASSO) regression was used to select important features associated with PPC. Six machine learning algorithms were utilized to construct prediction models, including logistic regression, support vector machine, k-nearest neighbors, random forest, gradient boosting machine, and extreme gradient boosting. The optimal model was interpreted using SHapley Additive exPlanations (SHAP). Results A total of 325 patients were included, with an average age of 60.36 years, and 55.1% were male. Significant differences were observed between the PPC and non-PPC groups in age, diabetes, coronary heart disease, surgical approach, forced expiratory volume in 1 second (FEV1), forced vital capacity (FVC), FVC% predicted, peak oxygen uptake (peak VO2), anaerobic threshold (AT), and ventilatory equivalent for carbon dioxide slope (VE/VCO2 slope) (P<0.05). In the predictive model constructed by selecting 7 key features using LASSO regression, the random forest model demonstrated the best overall performance across various metrics, with an area under the receiver operating curve of 0.930, an F1 score of 0.836, and a Brier score of 0.133 in the training set. It also exhibited good predictive ability and calibration in the test set. SHAP analysis ranked feature importance as follows: peak VO2, VE/VCO2 slope, age, FEV1, smoking history, diabetes, and surgical approach. Conclusion Integrating CPET parameters, the random forest model can effectively identify high-risk patients for PPC and has the potential for clinical application.

Objective To explore the diagnosis and treatment strategies for elderly patients with ground-glass opacity (GGO). Methods The imaging features and postoperative pathological findings of the elderly patients with pulmonary GGO receiving surgery in our hospital from 2017 to 2019 were retrospectively analyzed. The patients were divided into an elderly patient group and a non-elderly patient group based on their age. Results Finally 575 patients were included in the study. There were 281 elderly patients, including 83 males and 198 females, with an average age of (67.0±5.3) years. There were 294 non-elderly patients, including 88 males and 206 females, with an average age of (49.1±7.3) years. Compared with the non-elderly patients, elderly GGO patients showed the following distinct clinical features: long observation time for lesions (P=0.001), high proportion of rough edges of GGO (P<0.001), significant pleural signs (P＜0.001) and bronchial signs (P＜0.001), and high proportion of type Ⅱ-Ⅳ GGO (P<0.001), lobectomy type (P=0.013), and invasive lesions reported in postoperative pathology (P<0.001). There was no statistical difference in the average hospital stay between the two groups (P=0.106). Multivariate logistic regression analysis showed that GGO diameter and GGO type were the main factors affecting the operation. Observation time, GGO diameter, GGO type and pleural signs were the main influencing factors for postoperative pathological infiltrative lesions. The cut-off value of GGO diameter in predicting infiltrating lesions was 10.5 mm in the elderly patients group. Conclusion The size and type of GGO are important factors in predicting invasive lesions and selecting surgical methods. Elderly patients with radiographic manifestations of type Ⅱ-Ⅳ GGO lesions with a diameter greater than 10.5 mm should be closely followed up.

An assay was established for detection of toxigenic Clostridioides difficile by combining microfluidic chip analysis with immunochromatography,and its performance was evaluated and compared with those of the Xpert C.difficile/Epi and VIDAS CD AB tests.Primer pairs were designed according to the tcdB and tpi genes in C.difficile.The specificity,limit of detection,reproducibility,and stability were evaluated.A total of 215 stool samples from patients with diarrhea were collected and tested in parallel with the Xpert C.difficile/Epi,VIDAS CDAB,and our assay.C.difficile was isolated from samples,and the tcdB gene was identified when discrepant results were obtained from the three above assays.Our assay showed no cross-reaction with other diarrhea-associated pathogens.Its reproducibility was 100％in testing of two standard plasmids containing tcdB and tpi genes at two concentrations(105 and 102 copies/μL).Two standard plasmids were detected after the PCR and immunochromatography reagents had been stored for 3,6,9,and 12 months,and all the results were posi-tive.The limit of detection was 10 copies/μL for toxigenic C.difficile.Testing of 33 samples positive for C.difficile with our assay(33/215,15.3％)yielded findings statistically coherent with those of the Xpert C.difficile/Epi test(kappa value=0.965).The sensitivity,specificity,positive predictive value,and negative predictive value of our assay,with respect to Xpert C.difficile/Epi as the standard,were 94.3％,100.0％,100.0％,and 98.9％;these values were significantly higher than those of VIDAS CDAB(60.0％,98.9％,91.3％,and 92.7％)(Kappa=0.714,OR=157.50,95％CI:62.03-847.28,P=0.013).In conclusion,our newly developed assay is specific,stable,and reproducible,and may be used for rapid and accu-rate detection of toxigenic C.difficile.The assay could be used for C.difficile infection screening in outpatient and emergen-cy,community medical service center,and epidemiological settings.

To formulate an expert consensus on the principles of preoperative hair removal and provide scientific guidance for standardized removal of hair before surgical procedures so as to reduce the incidence of surgical site infections.METHODS Led by the Hospital Management Institute of National Health Commission of the People's Republic of China,this consensus was reached with the joint efforts from the expects of relevant fields such as surgeries,interventional therapies,nursing,and infection prevention and control.The consensus facilitates the classification and evaluation of literatures by following the evidence grade formulated by Oxford Evidence-based Medicine Center and focuses on the association of preoperative hair removal with surgical site infection,it reaches the evidence grade of expert consensus and recommendation intensity by integrating with discussions on meetings and clinical experience of the expects from relevant fields.RESULTS A total of 6 items of consensus were reached by summarizing the latest evidence on the aspects including the indications for preoperative hair removal,tools,range,timing and places.CONCLUSION The consensus,to some extent,make supplements to and complete the exiting regulations and standards.It provides guidance for the medical institutions to carry out the preoperative hair removal.

Objective:To explore the clinical effect of fluid management strategy guided by lung ultrasound (LUS) during laparoscopic radical resection of colon cancer.Methods:A total of 96 patients with colon cancer diagnosed and treated in Suzhou Hospital Affiliated to Anhui Medical University (Suzhou Municipal Hospital) from November 2020 to April 2023 were retrospectively selected as the study objects, and they were divided into the control group and the study group by different treatment methods, with 48 cases in each group. Both groups underwent laparoscopic radical resection of colon cancer, the control group was given conventional fluid therapy during the operation, and the study group was given LUS-guided fluid therapy strategy. The fluid intake and outflow, postoperative rehabilitation, hemodynamic indexes and tissue perfusion indexes at different time points were compared between the two groups.Results:The intake of crystal and colloid in the study group were less than those in the control group: (1 039.84 ± 227.45) ml vs. (1 245.36 ± 241.87) ml, (598.63 ± 110.92) ml vs. (697.84 ± 135.21) ml, there were statistical differences ( P<0.05). The spontaneous breathing time and time to open eyes upon command in the study group were shorter than those in the control group: (14.26 ± 1.71) min vs. (16.30 ± 1.95) min, (19.32 ± 2.25) min vs. (22.86 ± 2.69) min, there were statistical differences ( P<0.05). At the end of surgery, the heart rate and mean arterial pressure in the study group were lower than those in the control group, while the cerebral oxygen saturation and central venous oxygen saturation were higher than those in the control group: (84.20 ± 7.19) beats/min vs. (87.41 ± 7.60) beats/min, (88.74 ± 7.21) mmHg (1 mmHg = 0.133 kPa) vs. (92.33 ± 7.65) mmHg, (76.33 ± 4.91)% vs.(73.15 ± 5.16)%,(81.16 ± 4.77)% vs.(79.16 ± 4.50)%, there were statistical differences ( P<0.05). Conclusions:The fluid therapy strategy guided by LUS can ensure adequate tissue perfusion, stabilize hemodynamics, and promote postoperative recovery.

BACKGROUND:With the increasing attention of scholars at home and abroad to children's cervical spine-related diseases,the demand for exploring the anatomical indicators and changes of cervical spine morphology and development in children of different ages is increasing.OBJECTIVE:To explore and analyze the morphological changes of children with different ages and vertebral sequences by measuring the anatomical position indexes of C2-C7 neurocentral synchondrosis in children aged 1-6 years.METHODS:Normal cervical spine CT images were retrospectively collected from 160 children aged 1-6 years at provincial tertiary hospitals.They were divided into six groups according to an age group of 1 year.The raw data of consecutively scanned cervical spine tomography images were imported into Mimics 16.0 software.The positional anatomical indexes of cervical spine segments C2-C7 in coronal and transverse planes were measured and analyzed under the two-dimensional image window by choosing the measurement tools under the toolbar of Measurements.RESULTS AND CONCLUSION:(1)The distance between the two sides of C2-C7 neurocentral synchondrosis and the distance between the left and right sides of neurocentral synchondrosis and the transverse process gradually increased with age.The overall development of vertebrae in each cervical vertebral segment was faster than the ossification of the neurocentral synchondrosis.(2)The cross-sectional angles on both sides of C2-C7 neurocentral synchondrosis gradually increased with age,and the angles between the left and right sides of neurocentral synchondrosis and the anterior and posterior edges of the vertebral body gradually decreased.Both sides of the neurocentral synchondrosis in cervical vertebral segments tended to grow toward the arch site,which mainly promoted the growth and development of the arch.(3)Except for C7,the angle between the coronal planes on both sides of the cervical spine changed little with the descending neurocentral synchondrosis of the cervical spine,and the neurocentral synchondrosis of the cervical spine was more inclined to longitudinal growth and ossification.(4)The neurocentral synchondrosis position changes in C7 were significantly different from those in the rest of the cervical vertebrae.(5)The anatomical indexes of C2-C7 neurocentral synchondrosis position in children have obvious development rules among different ages and vertebral bodies,and these rules are helpful for the clinical diagnosis and treatment of cervical spine diseases in children.

Aim To explore the in vitro anti-human triple-negative breast cancer(TNBC)effect and mech-anism of Austocystin R.Methods MTT assay was used to evaluate the anti-tumor potential of Austocystin R for various human tumor cells and normal cells.Flow cytometry was employed to evaluate the influence on cell cycle progression.mRFP-GFP-LC3 adenovirus transfection was used to evaluate the autophagic flux process.Western blot assay was used to verify the effect of Austocystin R on the expression of related pro-teins.Results The results showed that Austocystin R significantly inhibited the proliferation of multiple tumor cells in a dose-dependent manner,especially for the MDA-MB-231 cells with an IC50 of 1.45μmol·L-1.In addition,Austocystin R increased the protein expression of PTEN,p53,p-p53,p27,p21,and down-regulated the expression of p-PI3K,p-AKT and p-mTOR.Austocystin R can significantly increase the proportion of S-phase MDA-MB-231 cells,inhibit the expression of Cyclin D1,CDK4,CDK6,Rb,Cyclin B1 and CDK1,and promote the expression of Cyclin E1 and CDK2.Austocystin R can promote the autophagic flux process of MDA-MB-231 cells,promote the expres-sion of LC3 Ⅰ/Ⅱ,p-Beclin-1,p-ULK1,HMGB-1 and Atg 14 proteins,and inhibit the expression of Beclin-1,ULK1,p62,ATG 3,ATG 4B,ATG 5,ATG 7,ATG 12,ATG 13 and ATG 16L1 proteins.Conclusion Austo-cystin R can exhibit its anti-TNBC activity by inhibi-ting the PI3K/AKT/mTOR signaling pathway,blocking the cell cycle at the S phase and inducing autophagic cell death.

Objective:To explore the effectiveness and application value of focused ultrasound ablation surgery (FUAS) combined with hysteroscopic surgery in treating solitary type Ⅱ submucosal uterine fibroids with maximum diameter >5 cm.Methods:Clinical data of 35 patients with a single type Ⅱ submucosal uterine fibroid with maximum diameter greater than 5 cm who underwent FUAS combined with hysteroscopic surgery at Qingdao Women and Children′s Hospital from June 2020 to December 2023 were collected. The clinical characteristics, treatments and treatment outcomes were retrospectively analyzed.Results:(1) Clinical characteristics: the mean age of the 35 patients was (36.7±6.6) years, with a median maximum diameter of fibroids of 56 mm (range: 51-80 mm). All patients presented with symptoms of menorrhagia, median menstrual bleeding score was 5 points (ranged from 3 to 5 points), and 34 cases (97.1%, 34/35) had concomitant anemia, the mean hemoglobin was (83.1±13.8) g/L of 35 patients. (2) Treatments: all 35 patients underwent FUAS treatment initially, with a lesion ablation rate ranging from 69.7% to 97.9% (median:90.7%), and no complications occurred. After FUAS treatment, the volume of fibroids decreased in all patients, with a volume reduction rate ranging from 30.57% to 87.22% (median:76.03%). Hysteroscopic surgery was performed 3-14 months (median: 5 months) after FUAS to remove the necrotic fibroid tissue, achieving a 100.0% (35/35) fibroid resection rate. Only 1 patient developed complications of hyperhyderation syndrome during hysteroscopic surgery, and no complications occurred in the remaining patients. (3) Evaluation of efficacy: after FUAS pretreatment, the maximum diameter of fibroids in the 35 patients decreased significantly ( Z=-5.171, P<0.001), as did the volume of fibroids ( Z=-5.159, P<0.001). The hemoglobin level increased significantly compared to the level before FUAS in all cases ( t=-8.657, P<0.001), and median menstrual bleeding score decreased to 2 points (range: 1-3 points), significantly lower than original level ( Z=-5.292, P<0.001). At the 3-month follow-up after hysteroscopic surgery, all patients were free of anemia symptoms, with menstrual bleeding scores totally decreased to 1 point, significantly lower than that before hysteroscopic surgery ( Z=-4.786, P<0.001); hemoglobin level [(118.7±5.6) g/L] significantly increased compared to that before hysteroscopic surgery ( t=-9.258, P<0.001). All patients underwent gynecological transvaginal ultrasound re-examination, which did not reveal any residual fibroids. Conclusion:FUAS combined with hysteroscopic surgery is effective in treating solitary type Ⅱ submucosal uterine fibroids with maximum diameter >5 cm, providing a new treatment option for patients.

Objective To investigate the association of histological chorioamnionitis(HCA)and meconium-stained amniotic fluid(MSAF)with adverse pregnancy outcomes in neonates.Methods Neonates and their mothers who delivered from May 2021 to January 2024 in the department of neonatology in a hospital were selected as the re-search subjects.According to placenta pathological diagnosis,participants were divided into the HCA group and the non-HCA group.Clinical data,MSAF incidence,and adverse pregnancy outcomes among neonates with different MSAF levels were compared between two groups.The relationship between HCA and adverse pregnancy outcomes in neonates with different MSAF severity levels was analyzed using logistic regression analysis model,and the im-pact of the interaction between HCA and MSAF on adverse pregnancy outcomes in neonates was evaluated.Results A total of 300 neonates and their mothers were included in the analysis,with 113 in the HCA group and 187 in the non-HCA group.There was a statistical difference in the occurrence of MSAF with different severity between two groups of neonates(x2=25.39,P＜0.05).The incidence of HCA increased with the increased severity of MSAF.The incidences of neonatal pneumonia,intraventricular hemorrhage,early-onset septicemia and bronchopulmonary dysplasia were all statistically different under different MSAF levels(all P＜0.05).As MSAF severity increased,the risk of neonates developing the above-mentioned diseases also increased gradually.HCA was found to be inde-pendently associated with neonatal pneumonia,intraventricular hemorrhage,early-onset sepsis,and bronchopulmo-nary dysplasia under different MSAF levels.Interaction analysis revealed that when HCA and MSAF co-occurred,there was a remarkable increase in the risk of adverse pregnancy outcomes in neonates(OR=6.30;95％CI:2.53-10.20).Conclusion MSAF and HCA are both independent risk factors for adverse pregnancy outcomes in neo-nates,and the coexistence of MSAF and HCA significantly increases this risk.

Objective:To learn about the levels of 25-hydroxy vitamin D (25-OH VD), TBNK lymphocyte subsets, and cytokines in peripheral blood of patients with brucellosis.Methods:A prospective design was adopted, one hundred patients with brucellosis admitted to the Department of Infectious Diseases, Beidahuang Industry Group General Hospital from May 2024 to February 2025 were selected as the brucellosis group, and one hundred healthy individuals who underwent physical examinations at the hospital during the same period were selected as the control group. The peripheral blood 25-OH VD levels were detected by chemiluminescence method. Further, 100 patients with brucellosis were divided into a brucellosis combined with osteoarthritis group (74 cases) and a brucellosis without osteoarthritis group (26 cases). Flow cytometry was used to detect the counts of peripheral blood TBNK lymphocyte subsets and cytokine levels. Meanwhile, Spearman rank correlation was used to analyze the correlation between peripheral blood 25-OH VD levels and TBNK lymphocyte subsets counts as well as cytokine levels in patients with brucellosis complicated by osteoarthritis.Results:The peripheral blood 25-OH VD level in the brucellosis group [20.31 (15.74, 24.35) ng/ml] was significantly lower than that of the control group [25.18 (21.13, 29.59) ng/ml], and the difference was statistically significant ( Z = - 5.07, P < 0.001). The peripheral blood 25-OH VD level [18.05 (13.79, 23.74) vs 22.43 (19.93, 28.25) ng/ml], CD4 + T cell count [(860 ± 275) vs (1 036 ± 376) cells/μl], and interleukin (IL)-6 levels [4.17 (2.14, 9.41) vs 7.83 (5.97, 11.34) ng/L] in the brucellosis combined with osteoarthritis group were significantly lower than those in the brucellosis without osteoarthritis group ( Z/t = - 2.88, 2.20, - 2.85, P = 0.004, 0.035, 0.004). Correlation analysis showed that the peripheral blood 25-OH VD level in patients with brucellosis complicated by osteoarthritis was positively correlated with the counts of CD45 +, CD3 + T, CD4 + T, CD8 + T, and natural killer cells ( r = 0.31, 0.26, 0.25, 0.25, 0.25, P = 0.007, 0.027, 0.032, 0.031, 0.032), and negatively correlated with IL-17A level ( r = - 0.40, P < 0.001). Conclusion:Patients with brucellosis have insufficient 25-OH VD, and those with osteoarthritis have lower 25-OH VD level, CD4 + T cell count, and IL-6 level than those without osteoarthritis.