AIM: To investigate variation patterns of corneal biomechanical parameters and binocular symmetry among children of different genders aged 8-16 years.METHODS:A retrospective study was conducted, and children who underwent optometric examinations at the ophthalmology department of our hospital were enrolled between January 2022 and December 2024. Measurements included the flat keratometry(K1), steep keratometry(K2), and mean curvature(Km)of the anterior corneal surface, horizontal visible iris diameter(HVID), central corneal thickness(CCT), corneal endothelial cell density(CECD), average cell size(ACS), coefficient of variation(CV), and hexagonality(HEX). Corneal parameters and binocular differences were compared between genders and across age groups.RESULTS:A total of 621 children(1 242 eyes)were enrolled in this study, including 284 males(568 eyes), 337 females(674 eyes), 528 children aged 8-12 years(1 056 eyes), and 93 children aged 13-16 years(186 eyes). In children aged 8-16 years, the K1, K2, Km and CV of both eyes, as well as the interocular CCT differences in boys were significantly lower than those in girls(all P<0.05), while the HVID and HEX of both eyes, as well as the CCT of the left eye in boys were significantly higher than those in girls(all P<0.05). Children aged 8-12 years had significantly higher K1, Km, CECD and HEX in both eyes, and significantly lower ACS in both eyes than those aged 13-16 years(all P<0.05). K1, K2, Km, CECD and HEX in both eyes were negatively correlated with age(P<0.05); ACS in both eyes was positively correlated with age(P<0.001); K1 and Km of the right eye were positively correlated with the CECD of the right eye(P<0.05), and K1 and CCT of the left eye were positively correlated with the CECD of the left eye(P<0.05).CONCLUSION:Significant gender differences exist in corneal parameters among children aged 8 to 16 years, while binocular symmetry remained stable.

ObjectiveTo explore the driving forces for oncology nurses’ participation in palliative care work， thereby providing a theoretical basis for the improvement of education and training， incentive mechanisms， and other aspects of the palliative care nursing staff. MethodsEmploying a qualitative research method， semi-structured interviews lasting 40-60 minutes were conducted with 14 nurses who had participated in palliative care work. The interview data were analyzed using the Colaizzi seven-step analysis method. ResultsInternal positive driving forces were job interest， empathy， and a sense of professional responsibility， while the negative was low psychological resilience. External positive driving forces included high work support， professional identity， mutual benefits for nurses and patients， and positive patient attitudes， whereas negative driving forces comprised busy routine clinical work， lack of a reward and incentive system， and bland or negative patient attitudes. ConclusionIt is essential to provide a flexible platform for the enhancement of nurses’ professional capabilities in palliative care， intensify the publicity of palliative care and death education； intervene and guide nurses’ negative emotions， improve and implement relevant incentive systems， and standardize the job recognition and scope of responsibilities of palliative care nurses.

Tuberculosis (TB), a chronic infectious disease caused by Mycobacterium tuberculosis, is primarily airborne and remains a global health problem, especially in resource-limited countries and regions. The emergence of drug resistance in M. tuberculosis has rendered the existing means ineffective in the treatment of TB. Therefore, research in new therapeutic directions has become imperative. In this review, we outline functional peptides in terms of the mechanisms of action, anti-TB attempts, advantages and disadvantages, and latest advances, aiming to analyze the research progress in anti-TB peptides. Furthermore, we investigate the potential applications of bioactive compounds found in traditional Chinese Medicine within the context of peptides.

Objective To investigate the prevalence and related factors of sarcopenia among non–bedridden older adults in the community of Baoshan District using the China mini sarcopenia risk assessment 7 (C-MSRA-7) combined with Ishii scoring system. Methods The older individuals consulting at 20 community health stations in Baoshan District between April 2025 and June 2025 were enrolled. Data were collected using a general information questionnaire, a dietary and lifestyle habits survey, the C-MSRA-7, and the mini nutritional assessment-short form (MNA-SF). Handgrip strength and anthropometric measurements were also obtained. Individuals with both Ishii score and C-MSRA-7 results positive were classified into the sarcopenia risk group, while the remaining participants were assigned to the non–sarcopenia risk group. Differences in lifestyle habits, dietary patterns, and nutritional status between the two groups were compared. Results A total of 2 611 valid questionnaires were retrieved. Univariate analysis showed statistically significant differences in alcohol consumption, physical activity frequency, body mass index (BMI), nutritional status, activities of daily living, and regularity of three meals in sarcopenia risk group (n＝486) and non–sarcopenia risk group (n＝2 125, P<0.05). Logistic regression analysis showed that advanced age (75–84 years: OR＝2.55, 95%CI 2.03–3.21; ≥85 years: OR＝3.98, 95%CI 2.24–7.07), underweight status (OR＝2.19, 95%CI 1.50–3.19), weight loss＞2 kg (OR＝4.52, 95%CI 2.68–7.64) past 3 months, lack of regular physical activity (OR＝1.77, 95%CI 1.24–2.52) , and alcohol consumption (OR＝1.48, 95%CI 1.07–2.05) were independent risk factors for sarcopenia (P<0.05). Behaviors related to healthy diet, including daily milk consumption (OR＝0.40, 95%CI 0.30–0.52), regular three meals (OR＝0.56, 95%CI 0.41–0.78), and high-quality protein intake (OR＝0.70, 95%CI 0.52–0.94), were protective factors (P<0.05). Conclusions Sarcopenia among community–dwelling, non–bedridden older adults is closely associated with physical activity levels, dietary habits, and nutritional status. Early identification of individuals at risk, enhanced nutritional education, and timely implementation of nutritional interventions and exercise programs are recommended for this population.

Objective:To investigate the protective effects of p53/glucose transporter 4 (GLUT4) regulation on cardiomyocyte injury induced by high glucose combined with hypoxia/reoxygenation.Methods:Human myocardial AC16 cells were treated with 33 mmol/L glucose and a hypoxic chamber to establish an in vitro model of high glucose combined with hypoxia/reoxygenation. Based on the glucose concentration in the medium and hypoxia/reoxygenation conditions, AC16 cells were divided into control group, high glucose group, hypoxia/reoxygenation group and high glucose combined with hypoxia/reoxygenation group. On the basis of high glucose combined with hypoxia/reoxygenation group, cells were transfected with empty vector, p53 small interfering RNA (siRNA), and co-transfected with p53 and GLUT4 siRNA to establish negative control group, sip53 transfection group, and sip53+siGLUT4 transfection group, respectively. Western blotting was used to detect the levels of hypoxia-inducible factor-1α (HIF-1α), p53, GLUT4, dynamin-related protein 1 (Drp1), mitofusin 2 (Mfn2), B-cell lymphoma-2 (Bcl-2), Bcl-2 associated X protein (Bax) and cysteine aspartic acid specific protease-3 (Caspase-3). The levels of reactive oxygen species were detected using the 2′,7′-dichlorodihydrofluorescein diacetate fluorescent probe. Mitochondria were labeled with the Mito-Tracker Deep Red FM fluorescent probe to assess mitochondrial morphology and their related parameters. Mitochondrial membrance potential was meausred using the JC-1 detection kit. Adenosine triphosphate (ATP) content was determined using an ATP assay kit. Glucose uptake ability was evaluated by measuring the fluorescence intensity of 2-[ N-(7-nitrobenz-2-oxa-1,3-diazol-4-yl) amino]-2-deoxy- D-glucose (2-NBDG) using a multifunctional microplate reader. Apoptosis was assessed by TUNEL assay. Results:The relative expression of HIF-1α protein in the high glucose combined with hypoxia/reoxygenation group was 1.189±0.185, higher than that in the control group (0.086±0.071) ( P<0.05). The relative expression of p53 protein in the high glucose combined with hypoxia/reoxygenation group was 1.248±0.194, higher than those in the control group (0.730±0.184), high glucose group (0.932±0.161) and hypoxia/reoxygenation group (1.109±0.151) (all P<0.05). The relative expression of GLUT4 protein in the high glucose combined with hypoxia/reoxygenation group was 0.407±0.140, lower than those in the control group (1.061±0.060) and hypoxia/reoxygenation group (0.781±0.092) (both P<0.05). The fluorescence intensity of reactive oxygen species in the high glucose combined with hypoxia/reoxygenation group was 38.31±1.66, higher than that in the control group (11.59±1.02) ( P<0.05). The number of mitochondria in the high glucose combined with hypoxia/reoxygenation group was (62.00±15.26), lower than those in the control group (136.20±23.55) and high glucose group (96.55±13.72) (both P<0.05). The average mitochondrial area in the high glucose combined with hypoxia/reoxygenation group was (7.02±1.38) μm 2, lower than those in the control group [(13.74±0.67) μm 2], high glucose group [(9.27±1.99) μm 2] and hypoxia/reoxygenation group [(9.64±2.36) μm 2] (all P<0.05). The average perimeter of mitochondria in the high glucose combined with hypoxia/reoxygenation group was (9.10±1.14) μm, lower than those in the control group [(13.35±0.69) μm] and the hypoxia/reoxygenation group [(10.83±1.58) μm] (all P<0.05). The number of mitochondrial branches was 53.73±9.49, lower than those in the control group (147.10±25.99), high glucose group (97.08±13.65) and hypoxia/reoxygenation group (104.80±24.92) (all P<0.05). The average branch length of mitochondria in the high glucose combined with hypoxia/reoxygenation group was (1.45±0.26) μm, lower than that in the control group [(2.29±0.52) μm] ( P<0.05). The red-green fluorescence intensity ratio in the high glucose combined with hypoxia/reoxygenation group was 0.580±0.133, lower than those in the control group (2.379±0.242), high glucose group (1.200±0.112) and hypoxia/reoxygenation group (0.883±0.076) (all P<0.05). The ATP content of the high glucose combined with hypoxia/ reoxygenation group was (0.025±0.003) μmol/10 5 cells, lower than those of the control group [(0.137±0.012) μmol/10 5 cells], high glucose group [(0.078±0.003) μmol/10 5 cells] and hypoxia/reoxygenation group [(0.073±0.010) μmol/10 5 cells] (all P<0.05). The fluorescence intensity of 2-NBDG in the high glucose combined with hypoxia/reoxygenation group was 257 315±7 951, lower than those in the control group (339 597±10 165), high glucose group (317 293±8 876) and hypoxia/reoxygenation group (314 611±12 228) (all P<0.05). The relative expression of Drp1 protein in high glucose combined with hypoxia/reoxygenation group was 1.203±0.090, higher than those in the control group (0.705±0.170), high glucose group (0.910±0.106) and hypoxia/reoxygenation group (1.002±0.112) (all P<0.05). The relative expression of Mfn2 protein in the high glucose combined with hypoxia/reoxygenation group was 0.706±0.285, lower than those in the control group (1.988±0.139), high glucose group (1.305±0.076) and hypoxia/reoxygenation group (1.131±0.236) (all P<0.05). The relative expression levels of Bax/Bcl-2 and Caspase-3 proteins in the high glucose combined with hypoxia/reoxygenation group were 2.318±0.216 and 1.076±0.076, respectively, higher than those in the control group (0.281±0.046 and 0.442±0.084), high glucose group (0.673±0.043 and 0.662±0.159) and hypoxia/reoxygenation group (0.807±0.293 and 0.835±0.058), respectively (all P<0.05). The TUNEL fluorescence intensity of the high glucose combined with hypoxia/reoxygenation group was 70.55±7.22, higher than those of the control group (14.10±5.93), high glucose group (36.59±2.56) and hypoxia/reoxygenation group (39.04±6.016) (all P<0.05). The relative expression levels of p53 protein in the sip53 transfection group and sip53+siGLUT4 transfection group were 0.322±0.147 and 0.391±0.149, respectively, lower than that in the high glucose combined with negative control group (1.002±0.035) (both P<0.05). The relative expression of GLUT4 protein in the sip53 transfection group was 1.871±0.123, higher than that in the negative control group (1.281±0.232) ( P<0.05). The relative expression of GLUT4 protein in the sip53+siGLUT4 transfection group (0.951±0.193) was lower than that in the sip53 transfection group ( P<0.05). The fluorescence intensity of reactive oxygen species in the sip53 transfection group (27.73±0.74) was lower than that in the negative control group (38.83±0.83) ( P<0.05). The fluorescence intensity of reactive oxygen species in the sip53+siGLUT4 transfection group (43.12±5.08) was higher than that in the sip53 transfection group ( P<0.05). The number of mitochondria, the average area of mitochondria, the average perimeter of mitochondria, the number of mitochondrial branches and the average branch length of mitochondria in the sip53 transfection group were (92.27±10.10), (9.25±0.42) μm 2, (10.86±0.58) μm, (83.27±13.57), and (1.81±0.21) μm, respectively. They were higher than (52.36±16.87), (7.44±1.49) μm 2, (9.22±1.11) μm, (52.36±16.87), and (1.22±0.26) μm in the negative control group (all P<0.05). The number of mitochondria, the average area of mitochondria, the average perimeter of mitochondria, the number of mitochondrial branches and the average branch length of mitochondria in the sip53+siGLUT4 transfection group were (53.73±9.49), (6.89±0.61) μm 2, (8.88±0.47) μm, (53.73±9.49), and (1.22±0.17) μm, respectively, lower than those in the sip53 transfection group (all P<0.05). The red-green fluorescence intensity ratio, ATP content, 2-NBDG fluorescence intensity and relative expression of Mfn2 protein in the sip53 transfection group were 1.27±0.23, (0.048±0.021) μmol/10 5 cells, 275 923±10 447 and 2.608±0.581, respectively, higher than those in the negative control group [0.53±0.21, (0.020±0.007) μmol/10 5 cells, 254 875±8 078, and 0.687±0.146, respectively] (all P<0.05). The red-green fluorescence intensity ratio, ATP content, 2-NBDG fluorescence intensity and relative expression of Mfn2 protein in the sip53+siGLUT4 transfection group were 0.40±0.08, (0.011±0.012) μmol/10 5 cells, 199 511±6 855, and 0.649±0.070, respectively, lower than those in the sip53 transfection group (all P<0.05). The relative expression levels of Drp1, Bax/Bcl-2, Caspase-3 proteins and TUNEL fluorescence intensity in the sip53 transfection group were 0.759±0.063, 0.446±0.161, 1.048±0.300, and 48.93±1.48 respectively, lower than those (1.065±0.149, 1.197±0.133, 1.847±0.201, and 67.61±9.99) in the negative control group (all P<0.05). The relative expression levels of Drp1, Bax/Bcl-2, Caspase-3 proteins and TUNEL fluorescence intensity in the sip53+siGLUT4 transfection group were 0.958±0.166, 2.660±0.135, 1.587±0.220, and 63.39±12.84, respectively, higher than those in the sip53 transfection group (all P<0.05). Conclusions:Under the condition of high glucose combined with hypoxia/reoxygenation, p53 induces cardiomyocyte injury by down-regulating GLUT4. Inhibition of p53 can increase the expression of GLUT4, thereby reducing cardiomyocyte injury induced by high glucose combined with hypoxia/reoxygenation.

Objective:To evaluate the efficacy of Tongdu Tiaoshen acupuncture combined with low-frequency electrical pulse in the treatment of neurogenic bladder (NB) caused by spinal cord injury (SCI); To explore its effects on urodynamics.Methods:A randomized controlled trial study was conducted. A total of 116 patients with NB caused by SCI in the First Affiliated Hospital of Hunan University of Chinese Medicine from January 2022 to June 2024 were selected as the observation objects and divided into 2 groups with random number table method, with 58 cases in each group. On the basis of conventional bladder function training, the control group was given low-frequency electronic pulse therapy, while the observation group was treated with the Tongdu Tiaoshen method on the basis of the control group. Both groups were treated continuously for 3 months. The urination conditions of the patients were observed before and after the treatment respectively, and the residual urine volume, single urine volume within 24 hours, the number of urine leaks within 24 hours, and the number of urinations within 24 hours were recorded; urodynamic parameters such as bladder volume, urine flow rate, detrusor pressure, bladder compliance, and detrusor contractility were measured using a urodynamic analyzer; the severity of NB symptoms was evaluated using the Chinese version of the Neurogenic Bladder Symptom Scale (NBSS), and the quality of life was evaluated using the Chinese version of the Short Form Health Assessment Scale (SF-Qualiveen). The levels of IL-1β, IL-6 and TNF-α were detected by ELISA. Adverse reactions were recorded during the treatment period and the clinical efficacy was evaluated.Results:The total effective rate was 91.38% (53/58) in the observation group and 75.86% (44/58) in the control group. There was a statistically significant difference between the two groups ( χ2=5.10, P=0.024). After treatment, the residual urine volume, single urine volume within 24 hours, frequency of urine leakage within 24 hours, and frequency of urination within 24 hours in the observation group were lower than those in the control group ( t values were -15.68, 3.75, -3.81, and -7.54 respectively, P<0.01). The bladder capacity, urine flow rate, detrusor pressure, bladder compliance and detrusor contractility were higher than those of the control group ( t values were 11.04, 7.49, 9.76, 5.65 and 4.36 respectively, P<0.01), while the NBSS score and SF-Qualiveen score were lower than those of the control group ( t values were -10.82 and -9.83 respectively, P<0.01). No obvious adverse reactions occurred in either group during the treatment period. Conclusion:Tongdu Tiaoshen acupuncture combined with low-frequency electrical pulses can improve the bladder function of NB caused by SCI, restore urodynamics, and improve the quality of life. Its mechanism may be related to the inhibition of inflammatory responses.

Objective To evaluate the clinical efficacy of electroacupuncture at acupoints distributed on conception vessel(CV)and governor vessel(GV)in treating ischemic stroke(AIS)complicated with dysphagia and explore its potential mechanism.Methods A total of 120 patients diagnosed with AIS complicated with dysphagia at Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University from December 2020 to December 2023 were enrolled and randomly divided into an observation group and a control group,with 60 patients per group.The control group received conventional swallowing training,while the observation group received additional electroacupuncture at acupoints distributed on CV and GV.The treatment lasted for 4 weeks.After 1 month of treatment,clinical efficacy was assessed,and the changes in Standardized Swallowing Assessment(SSA)scores,National Institutes of Health Stroke Scale(NIHSS)scores,hyolaryngeal mobility(thyroid cartilage anterior/superior displacement,hyoid bone anterior/superior displacement),and KubotaWater Swallowing Test scores were observed.Cerebral microcirculation parameters and the Chinese version of the Eating/Drinking Quality of Life(EDQoL)questionnaire were also compared.Safety and adverse events were evaluated.Results(1)The total effective rate in the observation group was 95.00%(57/60),compared to 76.67%(46/60)in the control group,demonstrating statistically superior therapeutic efficacy in the observation group(P＜0.05).(2)After treatment,both groups showed significant improvements in SSA scores and NIHSS scores(P＜0.05),with the observation group exhibiting markedly better enhancement in both SSA and NIHSS scores compared to the control group,showing statistically significant differences(P＜0.05).(3)After intervention,significant improvements were observed in anterior displacement of thyroid cartilage,superior displacement of thyroid cartilage,anterior displacement of hyoid bone,and superior displacement of hyoid bone in both groups(P＜0.05).The observation group outperformed the control group in all these laryngeal kinematic parameters with statistically significant differences(P＜0.05).(4)Both groups demonstrated significant improvement in Kubota Water Swallowing Test scores after treatment(P＜0.05),with the observation group displaying statistically greater improvement than the control group(P＜0.05).(5)Cerebral arterial parameters including peak systolic velocity(Vs),mean velocity(Vm),and resistance index(RI)were significantly improved in both groups after treatment(P＜0.05).The observation group showed superior enhancement in these cerebrovascular hemodynamic indices compared to the control group(P＜0.05).(6)Significant improvements in EDQoL scores were observed in both groups after treatment(P＜0.05),with the observation group achieving statistically greater improvement than the control group(P＜0.05).(7)The total incidence of adverse reactions was 1.67%(1/60)in the observation group versus 11.67%(7/60)in the control group,indicating a statistically significant lower adverse event rate in the observation group(P＜0.05).Conclusion Electroacupuncture at acupoints distributed on CV and GV effectively alleviates dysphagia and neurological impairment,improves hyolaryngeal mobility and cerebral microcirculation,enhances quality of life,and reduces adverse events such as aspiration pneumonia in AIS patients complicated with dysphagia.

Objective To investigate the efficacy of acupuncture therapy combined with acupoint patching in alleviating chronic pelvic pain,a sequela of pelvic inflammatory disease(SPID-CPP).Methods A total of 120 SPID-CPP patients attending our hospital between January 2022 and November 2024 were enrolled and randomly assigned to either an experimental group or a control group,with 60 patients in each group.Both groups received conventional lifestyle guidance and anti-infection therapy.The control group received only acupuncture therapy,while the observation group received acupuncture combined with acupoint patching therapy.The duration of treatment was identical for both groups.The treatment effect,levels of high-sensitivity C-reactive protein(hs-CRP),white blood cell count(WBC),neutrophil percentage(NEUT),fibrinogen(FIB)level,quality-of-life scores,and visual analog scale(VAS)pain scores were compared between the experimental and control groups.Results The treatment efficacy rate of the experimental group was 93.00%,while that of the control group was only 73.33%,and the difference between the two groups was statistically significant(P<0.05).Following therapy,the hs-CRP,WBC,NEUT,and VAS ratings of both the control and experimental groups decreased.Furthermore,findings of the experimental group were significantly lower than those of the control group(P<0.05).The quality-of-life score of the experimental group was higher than that of the control group(P<0.05).Conclusion Acupuncture combined with acupoint patching demonstrates significant efficacy in treating SPID-CPP.This combined therapy effectively reduces pain in SPID-CPP patients,decreases serum levels of inflammatory factors,and significantly improves patients'quality of life.

Objective To construct and validate a risk prediction model for in-hospital death af-ter successful resuscitation in patients with cardiac arrest.Methods A retrospective study was con-ducted on 295 patients with cardiac arrest who successfully restored spontaneous circulation after car-diopulmonary resuscitation and were further treated in hospital.The patients were divided into training and validation sets using K-fold cross-validation and then grouped and compared based on whether in-hospital death occurred.A binary Logistic regression analysis was used to screen risk prediction fac-tors,and a nomogram prediction model was constructed.The model performance was evaluated and validated in the training and validation sets,respectively.Results The results of the multivariate Logistic regression analysis showed that hospitalization duration(OR=1.180;95％CI,1.080 to 1.280;P＜0.001),norepinephrine dose(OR=0.980;95％CI,0.970 to 0.990;P=0.002),ini-tial respiratory rate after resuscitation(OR=1.090;95％CI,1.030 to 1.150;P=0.004),and sinus rhythm recovery after resuscitation(OR=4.280;95％CI,1.670 to 10.980;P=0.003)were inde-pendent influencing factors for in-hospital death.A nomogram model was constructed based on these in-dependent influencing factors,and it was verified that the model had good discrimination,calibration,applicability,and rationality.Conclusion The influencing factors for in-hospital death after successful resuscitation in patients with cardiac arrest include hospitalization duration,norepinephrine dose,initial respiratory rate after resuscitation,and sinus rhythm recovery after resuscitation.The nomo-gram model constructed based on these factors can provide a reference for clinical decision-making.

Objective To investigate the risk factors for lymph node metastasis in resectable lung adenocarcinoma by combining spatial location, clinical, and imaging features, and to construct a lymph node metastasis prediction model. Methods A retrospective study on patients who underwent chest CT at the First Affiliated Hospital of Nanjing Medical University from June 2016 to June 2020 and were surgically confirmed to have invasive lung adenocarcinoma with or without lymph node metastasis was conducted. Patients were divided into a positive group and a negative group based on the presence or absence of lymph node metastasis. Clinical and imaging data of the patients were collected, and the independent risk factors for lymph node metastasis in resectable lung adenocarcinoma were analyzed using univariate and multivariate logistic regression. A combined spatial location-clinical-imaging feature prediction model for lymph node metastasis was established and compared with the traditional lymph node metastasis prediction model that does not include spatial location features. Results A total of 611 patients were included, with 333 in the positive group, including 172 males and 161 females, with an average age of (58.9±9.7) years; and 278 in the negative group, including 127 males and 151 females, with an average age of (60.1±11.4) years. Univariate and multivariate logistic regression analyses showed that the spatial relationship of the lesion to the lung hilum, nodule type, pleural changes, and serum carcinoembryonic antigen (CEA) levels were independent risk factors for lymph node metastasis. Based on this, the combined spatial location-clinical-imaging feature prediction model had a sensitivity of 91.67%, specificity of 74.05%, accuracy of 87.88%, and area under the curve (AUC) of 0.885. The traditional lymph node metastasis prediction model, which did not include spatial location features, had a sensitivity of 76.40%, specificity of 72.10%, accuracy of 53.86%, and AUC of 0.827. The difference in AUC between the two prediction methods was statistically significant (P=0.026). Compared with the traditional prediction model, the predictive performance of the combined spatial location-clinical-imaging feature prediction model was significantly improved. Conclusion In patients with resectable lung adenocarcinoma, those with central/inner spatial location, solid density, pleural changes with wide base depression, and elevated serum CEA levels have a higher risk of lymph node metastasis.