BACKGROUND: Lung cancer is one of the most common malignant tumors worldwide and a major cause of cancer-related deaths. Early-stage lung cancer is often manifested as pulmonary nodules, and accurate assessment of the malignancy risk is crucial for prolonging survival and avoiding overtreatment. This study aims to construct a model based on image feature parameters automatically extracted by artificial intelligence (AI) to evaluate its effectiveness in predicting the malignancy of part-solid nodule (PSN). METHODS: This retrospective study analyzed 229 PSN from 222 patients who underwent pulmonary nodule resection at Lanzhou University Second Hospital between October 2020 and February 2025. According to pathological results, 45 cases of benign lesions and precursor glandular lesion were categorized into the non-malignant group, and 184 cases of pulmonary malignancies were categorized into the malignant group. All patients underwent preoperative chest computed tomography (CT), and AI software was used to extract imaging feature parameters. Univariate analysis was used to screen significant variables; variance inflation factor (VIF) was calculated to exclude highly collinear variables, and LASSO regression was further applied to identify key features. Multivariate Logistic regression was used to determine independent risk factors. Based on the selected variables, five models were constructed: Logistic regression, random forest, XGBoost, LightGBM, and support vector machine (SVM). Receiver operating characteristic (ROC) curves were used to assess the performance of the models. RESULTS: The independent risk factors for the malignancy of PSN include roughness (ngtdm), dependence variance (gldm), and short run low gray-level emphasis (glrlm). Logistic regression achieved area under the curves ( AUCs) of 0.86 and 0.89 in the training and testing sets, respectively, showing good performance. XGBoost had AUCs of 0.78 and 0.77, respectively, demonstrating relatively balanced performance, but with lower accuracy. SVM showed an AUC of 0.93 in the training set, which decreased to 0.80 in the testing set, indicating overfitting. LightGBM performed excellently in the training set with an AUC of 0.94, but its performance declined in the testing set, with an AUC of 0.88. In contrast, random forest demonstrated stable performance in both the training and testing sets, with AUCs of 0.89 and 0.91, respectively, exhibiting high stability and excellent generalizability. CONCLUSIONS The random forest model constructed based on independent risk factors demonstrated the best performance in predicting the malignancy of PSN and could provide effective auxiliary predictions for clinicians, supporting individualized treatment decisions.
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Humans ; Male ; Female ; Lung Neoplasms/pathology* ; Middle Aged ; Retrospective Studies ; Artificial Intelligence ; Aged ; Tomography, X-Ray Computed ; Adult ; Solitary Pulmonary Nodule/diagnostic imaging* ; ROC Curve

Objective:To observe the effectiveness and safety of pars plana vitrectomy (PPV) combined with inner limiting membrane (ILM) removal and 41G microneedle subretinal injection of balanced salt solution (BSS) in the treatment of refractory macular hole.Methods:A prospective clinical study. From January to June 2023, 20 cases (20 eyes) of refractory macular hole patients diagnosed through examination at The Affiliated Eye Hospital of Nanchang University were included in the study. The basal diameter of the affected eye's basal diameter (BD) was >1 000 μm. Macular hole index (MHI) was <0.5. The affected eye received treatment with 23G PPV combined with ILM removal and 41G microneedle subretinal injection of BSS. Best corrected visual acuity (BCVA), microperimetry, and optical coherence tomography angiography (OCTA) were performed before and 1, 2, 3, and 6 months after surgery for the affected eye. BCVA examination was performed using standard logarithmic visual acuity chart, and convert it to logarithmic minimum resolution angle (logMAR) visual acuity for statistical purposes. MP-3 microperimetry was used for micro view examination, record the mean sensitivity (MS) of the retinal within a 12° range of the fovea. OCTA was used to measure the area of the avascular zone of the macula (FAZ), perimeter of the FAZ (PERIM), retinal vascular length density (VLD), and vascular perfusion density (VPD). The changes in BCVA, MS, FAZ area, PERIM, VLD, VPD before and after surgery were compared and analyzed. After the same time, the closure of macular hole and the occurrence of complications after surgery were observed. Single factor analysis of variance was used to compare the observation indicators at different times before and after surgery. The correlation between various observation indicators and preoperative minimum diameter (MD), BD, and hiatus height at 6 months after surgery were analyzed using Pearson correlation analysis.Results:Among the 20 cases with 20 eyes, there were 2 males with 2 eyes and 18 females with 18 eyes. Age was (61.45±8.56) years old. The logMAR BCVA, MS, FAZ area, PERIM, VLD, and VPD of the affected eye were 1.46±0.21, (16.20±5.81) dB、(0.40±0.17) mm 2, (2.89±0.99) mm, (6.23±3.59) mm -1, (0.17±0.10)%, respectively. Six months after surgery, out of 20 eyes, macular hole closure and incomplete closure were 18 (90.0%, 18/20) and 2 (10.0%, 2/20) eyes, respectively. The logMAR BCVA, MS, FAZ area, PERIM, VLD, and VPD were 0.80±0.20, (22.20±4.60) dB, (0.18±0.10) mm 2, (1.83±0.80) mm, (9.54±2.88) mm -1, (0.31±0.14)%. Compared with before surgery, the differences were statistically significant ( P<0.05). The correlation analysis results showed a positive correlation ( P<0.05) between preoperative BD and postoperative 6-month PERIM and VPD. There was a negative correlation between preoperative MD and postoperative VLD at 6 months ( P<0.05). There was a negative correlation between preoperative MHI and logMAR BCVA and VPD at 6 months after surgery ( P<0.05). No complications such as elevated or decreased intraocular pressure, damage to retinal pigment epithelium, retinal hemorrhage, endophthalmitis, or retinal detachment occurred after surgery in all affected eyes. Conclusion:Minimally invasive PPV combined with ILM removal and 41G microneedle subretinal injection of BSS can effectively improve the closure rate of refractory macular hole patients in the short term, improve vision, and have good safety.

Objective To explore the efficacy and safety of pars plan vitrectomy(PPV)combined with internal limit-ing membrane(ILM)covering surgery in patients with large-diameter idiopathic macular holes(IMH)using optical coher-ence tomography angiography(OCTA)and microperimetry.Methods Twenty-three eyes of 23 patients with large-diame-ter IMH treated at the Eye Hospital Affiliated with Nanchang University from February 2023 to July 2023 were selected.The patients'best-corrected visual acuity(BCVA),hole closure rate,microcirculation[perfusion density at the superficial cap-illary plexus(PSCP)and vascular density at the retinal superficial capillary plexus(VSCP)]in the macular area(divided into central,inner and outer regions),macular sensitivity(MS),fixation stability,and foveal avascular zone(FAZ)area were observed before surgery and at 1 week,1 month,3 months,and 6 months after surgery.Changes in eye parameters before and after surgery were compared,and the correlation between parameters was analyzed.Results After a 6-month follow-up,all macular holes in the affected eyes were closed,with a closure rate of 100％.Compared to before surgery,the BCVA of the patients improved gradually at 1 week,1 month,3 months,and 6 months after surgery,and the differ-ences between any two time points were statistically significant(all P＜0.05).The FAZ area decreased at 1 week,1 month,3 months,and 6 months after surgery compared to before surgery,and the differences were statistically significant(all P＜0.05).The VSCP in the three regions showed a decrease at 1 week postoperatively and an increase at 6 months postoperatively compared to before surgery,and the differences were statistically significant(both P＜0.05).The PSCP in-creased at 3 months and 6 months postoperatively compared to before surgery,with statistically significant differences(both P＜0.05).The 12° MS increased at 1 month,3 months,and 6 months after surgery compared to before surgery,with statistically significant differences(all P＜0.05).The proportions of fixation points within 2° and 4° increased at 1 month,3 months,and 6 months postoperatively compared to before surgery,with statistically significant differences(all P＜0.05).The proportion of fixation points within 4° increased at 1 week postoperatively compared to before surgery,with a statistically significant difference(P＜0.05).Correlation analysis showed that preoperative MS and the proportion of fixa-tion points within 2° were negatively correlated with BCVA(logMAR)at 6 months postoperatively(r=-0.819,-0.790,both P＜0.05),while preoperative FAZ area and minimum hole diameter were positively correlated with BCVA(logMAR)at 6 months postoperatively(r=0.596,0.853,both P＜0.05).The preoperative VSCP in the inner and outer regions were negatively correlated with BCVA(logMAR)at 6 months postoperatively(r=-0.521,-0.570,both P＜0.05).Conclu-sion The results of OCTA and microperimetry show that after treatment with PPV and ILM covering surgery,the closure rate of large-diameter IMH is good,and all indicators have improved compared to before surgery.

The sternum is the pivotal component of the thoracic cavity. It is connected with the clavicle and ribs on the upper part and both sides respectively, and plays an important role in protecting the stability of the chest wall. Sternal resection usually results in a large segmental chest wall defect that causes the chest wall to float and requires sternal reconstruction. This paper reports a 62 years male patient with thymic squamous cell carcinoma with sternal metastasis, who underwent thymotomy, sternal tumor resection and autologous lilum graft combined with sternal reconstruction by titanium plate after relevant examination was completed and surgical contraindications were eliminated. The patient was followed up for 6 months, the respiratory and motor functions were normal and the thoracic appearance was good.

Objective To investigate the effect of bronchoscopic balloon dilation treatment of different intervals on the tracheal intubation-induced subglottic stenosis in children. Methods Children with tracheal intubation-induced subglottic cicatricial stenosis were selected as the research objects. Among the 36 children with pure balloon dilation treatment, 20 cases were enrolled in the observation group and 16 cases were enrolled in the control group. In the observation group, electronic bronchoscopy was performed at 3 days after the first-time balloon dilation treatment, and those with grade 2 or higher stenosis received the second-time balloon dilation treatment. The follow-up treatment principle was as follows. If there was obvious retraction compared with the previous time and the stenosis was grade 2 or higher, the balloon dilation treatment would be performed again after an interval of 3 days; if there was no obvious retraction, the evaluation would be performed again after an interval of 2 weeks until there was no obvious retraction in the stenosis site under endoscopy for 3 times in 6 consecutive weeks, and the degree of stenosis was less than 25%, and then the electronic bronchoscopy evaluation would be stopped. In the control group, electronic bronchoscopy was performed 7 days after the first-time balloon dilation treatment, and those with grade 2 or higher stenosis received the second-time balloon dilation treatment. The follow-up treatment principle was as follows. If there was obvious retraction compared with the previous time and the stenosis was grade 2 or higher, the balloon dilation treatment would be performed again after an interval of 7 days; the evaluation method for those without obvious retraction was the same as the observation group. The follow-up duration ranged from 6 to 9 months. Results There was no significant difference in the total number of treatments and outcomes between the two groups (P>0.05). The treatment duration of the observation group was significantly shorter than that of the control group (P < 0.05). There were no significant differences in intraoperative complications such as bleeding, oxygen saturation decrease, heart rate decrease, and blood pressure decrease during anesthesia between the two groups (P>0.05). There were no significant differences in postoperative fever, aggravated laryngeal stridor, and dyspnea between the two groups (P>0.05). There were no significant differences in dyspnea, activity tolerance, and the need for long-term oxygen therapy between the two groups (P>0.05). Conclusion Most of the tracheal intubation-induced subglottic cicatricial stenosis in children has a good medium- and long-term effect through pure balloon dilation treatment. Shortening the interval of pure balloon dilation to 3 days can shorten the total treatment duration, alleviate the psychological burden of parents, but does not increase their economic burden. There are no significant differences in intraoperative and postoperative complications, outcomes, and long-term follow-up compared with the original interval of 5 to 7 days.

Objective:To evaluate the value of monitoring regional cerebral oxygen saturation (rSO 2) in the prognosis of comatose children in pediatric intensive care unit (PICU). Methods:A total of 127 coma children who admitted to PICU at Henan Children′s Hospital from January 2019 to September 2021 were collected and divided into mild[Glasgow coma score(GCS): 13-15], moderate(GCS: 9-12) and severe coma(GCS: 3-8) groups according to GCS.A cerebral oxygen monitor was used to monitor the rSO 2 of all children before treatment, and on the 3rd, 7th and 14th day after treatment.The outcomes were assessed according to the pediatric cerebral performance category (PCPC), and the children were divided into recovery group(PCPC score: 1), disability group(PCPC score: 2-4) and poor prognosis group(PCPC score: 5-6). Multiple linear regression and receiver operating characteristic(ROC) curve were used to analyze the correlation between rSO 2 and PCPC score. Results:rSO 2 in mild, moderate and severe coma groups before treatment were (78.06±3.21)%, (66.07±6.05)%, and (52.87±6.49)%, respectively ( F=209.263, P<0.05). rSO 2 before treatment was positively correlated with GCS( r=0.806, P<0.05). There were significant differences in rSO 2 among recovery group, disability group and poor prognosis group before treatment and that on the 3rd, 7th and 14th day after treatment ( P<0.05). Notably, rSO 2 in recovery group was higher than that in disability group, and rSO 2 in disability group was higher than that in poor prognosis group.The rSO 2 of three groups showed an increasing trend over time ( P<0.05). Multiple linear regression analysis showed that rSO 2 on the 7th and 14th day of treatment were independent prognostic factors ( OR -0.042, 95% CI -0.082~0.003, P<0.05; OR -0.047, 95% CI -0.094~0.000, P<0.05). ROC analysis showed that rSO 2 on the 7th day of treatment had a relatively higher prognostic value for children in coma, and the area under the ROC curve for predicting the prognosis of abnormal brain function and no wakefulness were 0.741 and 0.746, respectively. Conclusion:Monitoring rSO 2 has predictive value for the prognosis of brain function of coma children in PICU, in which the prognostic value of rSO 2 on the 7th day after treatment is relatively higher and can be used as a reference index for prognosis assessment of coma children in PICU.

Parkinson's disease(PD)and multiple system atrophy(MSA)are two common Parkinsonian syndromes with overlapping clinical manifestations, and clinical differential diagnosis is difficult.Lower urinary tract symptoms are one of the common non-motor symptoms of the two diseases.The incidence of lower urinary tract symptoms in MSA is higher, the onset is earlier, and the micturition period is more prominent.The urinary dysfunction in patients with PD is mainly caused by the central mechanism, leading to overactive bladder.MSA has more extensive lesions with both central and peripheral involvement, leading to overactive bladder and severe voiding dysfunction.Urodynamics can be used to evaluate bladder and urethral function.MSA has more prominent weak detrusor activity, residual urine volume, and early changes of urethral sphincter.The treatment of lower urinary tract symptoms in patients with PD is mainly based on anticholinergic drugs to improve overactive bladder, while in MSA patients with increased residual urine volume, intermittent catheterization is the main method to improve lower urinary tract symptoms.This article reviewed the epidemiology, pathological mechanism, urodynamics and treatment of lower urinary tract symptoms of the two diseases, so as to assist in their differential diagnosis and treatment.

Gas therapy has been proven to be a promising and advantageous treatment option for cancers. Studies have shown that nitric oxide (NO) is one of the smallest structurally significant gas molecules with great potential to suppress cancer. However, there is controversy and concern about its use as it exhibits the opposite physiological effects based on its levels in the tumor. Therefore, the anti-cancer mechanism of NO is the key to cancer treatment, and rationally designed NO delivery systems are crucial to the success of NO biomedical applications. This review summarizes the endogenous production of NO, its physiological mechanisms of action, the application of NO in cancer treatment, and nano-delivery systems for delivering NO donors. Moreover, it briefly reviews challenges in delivering NO from different nanoparticles and the issues associated with its combination treatment strategies. The advantages and challenges of various NO delivery platforms are recapitulated for possible transformation into clinical applications.

BACKGROUND: Lung cancer is the cancer with the highest mortality at home and abroad at present. The detection of lung nodules is a key step to reducing the mortality of lung cancer. Artificial intelligence-assisted diagnosis system presents as the state of the art in the area of nodule detection, differentiation between benign and malignant and diagnosis of invasive subtypes, however, a validation with clinical data is necessary for further application. Therefore, the aim of this study is to evaluate the effectiveness of artificial intelligence-assisted diagnosis system in predicting the invasive subtypes of early‑stage lung adenocarcinoma appearing as pulmonary nodules. METHODS: Clinical data of 223 patients with early-stage lung adenocarcinoma appearing as pulmonary nodules admitted to the Lanzhou University Second Hospital from January 1st, 2016 to December 31th, 2021 were retrospectively analyzed, which were divided into invasive adenocarcinoma group (n=170) and non-invasive adenocarcinoma group (n=53), and the non-invasive adenocarcinoma group was subdivided into minimally invasive adenocarcinoma group (n=31) and preinvasive lesions group (n=22). The malignant probability and imaging characteristics of each group were compared to analyze their predictive ability for the invasive subtypes of early-stage lung adenocarcinoma. The concordance between qualitative diagnostic results of artificial intelligence-assisted diagnosis of the invasive subtypes of early-stage lung adenocarcinoma and postoperative pathology was then analyzed. RESULTS: In different invasive subtypes of early-stage lung adenocarcinoma, the mean CT value of pulmonary nodules (P<0.001), diameter (P<0.001), volume (P<0.001), malignant probability (P<0.001), pleural retraction sign (P<0.001), lobulation (P<0.001), spiculation (P<0.001) were significantly different. At the same time, it was also found that with the increased invasiveness of different invasive subtypes of early-stage lung adenocarcinoma, the proportion of dominant signs of each group gradually increased. On the issue of binary classification, the sensitivity, specificity, and area under the curve (AUC) values of the artificial intelligence-assisted diagnosis system for the qualitative diagnosis of invasive subtypes of early-stage lung adenocarcinoma were 81.76%, 92.45% and 0.871 respectively. On the issue of three classification, the accuracy, recall rate, F1 score, and AUC values of the artificial intelligence-assisted diagnosis system for the qualitative diagnosis of invasive subtypes of early-stage lung adenocarcinoma were 83.86%, 85.03%, 76.46% and 0.879 respectively. CONCLUSIONS Artificial intelligence-assisted diagnosis system could predict the invasive subtypes of early‑stage lung adenocarcinoma appearing as pulmonary nodules, and has a certain predictive value. With the optimization of algorithms and the improvement of data, it may provide guidance for individualized treatment of patients.
Adenocarcinoma/pathology* ; Adenocarcinoma of Lung/pathology* ; Artificial Intelligence ; Humans ; Lung Neoplasms/pathology* ; Multiple Pulmonary Nodules ; Neoplasm Invasiveness ; Retrospective Studies

Objective:To analyze the predictive value of serum Nesfatin-1 combined with the Status Epilepticus Severity Scale (STESS) score on the short-term prognosis of children with status epilepticus (SE).Methods:A clinical data of 145 children with SE who were admitted to the Children′s Hospital Affiliated to Zhengzhou University, Henan Children′s Hospital, Zhengzhou Children′s Hospital, from January 2016 to January 2020 were analyzed retrospectively.After admission, the serum levels of Nesfatin-1 and the STESS score were measured.According to the Glasgow Outcome Scale (GOS) score at discharge, children with SE were divided into poor prognosis group (<5 scores) and good prognosis group (5 scores). Univariate and multivariate Logisitc regression analyses were performed to analyze influence of the serum Nesfatin-1 level and STESS score on the short-term prognosis of children with SE.Receiver operating characteristic (ROC) curve was depicted to evaluate the predictive value of serum Nesfatin-1 level combined with STESS score in the short-term prognosis of children with SE. Results:Twenty-five cases out of 145 (17.24%) children with SE were discharged with a GOS score of <5 (poor prognosis group), 120 cases were in the good prognosis group.In the poor prognosis group, the overall attack (88.00% vs.66.67%), attack time of SE > 1 h (76.00% vs.27.50%), admission to child intensive care unit(PICU) (76.00% vs.37.50%), implementation of endotracheal intubation (16.00% vs.5.00%), abnormal electroencephalogram(EEG) results (73.91% vs.41.03%), abnormal proportion of head imaging results (82.61% vs.29.49%), serum Nesfatin-1 level[(3.65±1.45) μg/L vs.(2.20±0.77) μg/L] and STESS score[(3.01±0.75) points vs.(1.80±0.60) points] were significantly higher than those in the good prognosis group (all P<0.05). Logistic regression analysis showed that the attack time of SE > 1 h, admission to PICU, abnormal EEG, abnormal proportion of head imaging results, serum Nesfatin-1 level and STESS score were independent risk factors for the poor short-term prognosis of children with SE ( OR=4.217, 3.456, 2.626, 4.109, 3.040 and 2.012, respectively, all P<0.001). The cut-off value of serum Nesfatin-1 level and STESS score was 3.01 μg/L and 2.38 points, respectively.The Youden index and AUC of the combination of serum Nesfatin-1 level and STESS scores were 0.736 and 0.921 (95% CI: 0.861-0.959), respectively, which were better than those of single detection of either serum Nesfatin-1 level [Youden index 0.447; AUC 0.795(95% CI: 0.720-0.858)] or STESS scores [Youden index 0.562; AUC 0.859(95% CI: 0.792-0.911)]. Conclusions:The abnormal increases in serum Nesfatin-1 level and STESS score are risk factors for poor prognosis of SE in children, and their combination has a high predictive value for the poor short-term prognosis.