Objective: To explore the dynamic developmental trajectories of college students class belongingness during their college years and its longitudinal predictive effects on depressive symptoms, so as to provide targeted insights for precise campus psychological interventions. Methods: In October 2021 (T1), a total of 4 720 college students from a university in Shandong Province were selected by cluster sampling method and followed up for 3 years. Surveys were conducted annually (T2: October 2022, T3: October 2023, T4: October 2024). The Class Belongingness Scale and Patient Health Questionnaire-9 (PHQ-9) were used to assess students class belongingness and depressive symptoms. Latent growth mixture modeling was employed to identify trajectories of class belonging, and multinomial Logistic regression analysis was used to examine the predictive effects of these trajectory classes on depressive symptoms. Results: Mean scores of class belongingness across T1-T4 were (73.24±11.95, 74.76±12.25, 75.25±12.38, 77.64±11.63), and the scores of depressive symptoms were [1.00 (0, 5.00), 0 (0, 3.00), 0 (0, 2.00), 0 (0, 2.00)]. The developmental trajectories of class belongingness were categorized into three types: the high-starting ascending group ( 56.61 %), the low-starting descending group (11.91%), and the medium-starting stable group (31.48%). Multinomial Logistic regression analysis showed that, compared to the medium-starting stable group, the high-starting ascending group had a lower probability of developing mild depressive symptoms ( OR=0.27, 95%CI =0.15-0.47) and moderate or above depressive symptoms ( OR=0.29, 95% CI = 0.14-0.60) (both P <0.05). Conversely, the low-starting descending group had a higher probability of developing mild depressive symptoms ( OR=2.31, 95%CI =1.65-3.22) and moderate or above depressive symptoms ( OR=7.49, 95%CI = 3.82-14.69) (both P <0.05). Conclusion Declining trajectory of class belongingness is a risk factor for depressive symptoms, while sustained upward trend may mitigate such risks.

Objectives: . The prognostic value of the pretreatment albumin-to-alkaline phosphatase ratio (AAPR) in head and neck cancer (HNC) remains uncertain. This meta-analysis aimed to evaluate the predictive role of AAPR for survival outcomes in patients with HNC. Methods: . A comprehensive search of the Cochrane Library, PubMed, and Embase databases was conducted to identify relevant studies published up to July 30, 2024. We included studies on AAPR and survival outcomes in HNC patients. Results: . Eight studies comprising 1,737 HNC patients were analyzed using random-effects models. Lower AAPR values were significantly correlated with worse overall survival (hazard ratio [HR], 2.08), progression-free survival (HR, 2.00), and disease-free survival (HR, 2.18). Sensitivity analyses confirmed the robustness of these results, with no significant publication bias detected. Conclusion . Our findings suggest that pretreatment AAPR could serve as a valuable and cost-effective prognostic indicator in HNC, potentially aiding clinicians in risk stratification and treatment decision-making. However, additional validation studies are warranted to confirm its clinical applicability.

Objective:To evaluate the role of NOD-like receptor protein 3 (NLRP3) inflammasome-mediated microglia activation in myocardial ischaemia-reperfusion-induced brain injury in mice.Methods:Fifty-two SPF healthy male wild-type C57BL/6 mice and 52 NLRP3 -/- mice, aged 8-10 weeks, were divided into 4 groups ( n=26 each) using a random number table method: wild type sham operation group (W-S group), wild type myocardial ischemia-reperfusion group (W-IR group), NLRP3 -/- sham operation group (NLRP3 -/--S group), and NLRP3 -/- myocardial ischemia-reperfusion group (NLRP3 -/--IR group). The myocardial ischemia-reperfusion-induced brain injury model was established by ligating the left anterior descending coronary artery for 45 min followed by 24 h of reperfusion in anesthetized mice. The cognitive function was evaluated using the modified Morris water maze test at 24 h of reperfusion. The mice were sacrificed after blood specimens were collected, and brain tissues were obtained for measurement of the blood-brain barrier permeability and water content, for microscopic examination of the pathological changes of brain tissues, and for determination of serum S-100β protein and neuron-specific enolase (NSE) concentrations, contents of interleukin-1 beta (IL-1β), IL-6 and tumor necrosis factor-alpha (TNF-α) in hippocampal tissues (by enzyme-linked immunosorbent assay), expression of NLRP3, apoptosis-associated speck-like protein (ASC), cleaved cysteine aspartate protease 1 (cleaved-caspase-1), gasdermin D (GSDMD), ionized calcium-binding adapter molecule 1 (Iba-1), and occludin in hippocampal tissues (by immunofluorescence and/or Western blot). The apoptosis rate of neurons and density of dendritic spine were calculated. Results:Compared with sham operation group, the escape latency was significantly prolonged, the number of crossing the original platform was decreased, and the time spent in the target quadrant was shortened, the concentrations of serum S-100β protein and NSE were increased, the blood-brain barrier permeability and brain water content were increased, the dendritic spine density in the hippocampal CA1 area was decreased, the contents of IL-1β, IL-6 and TNF-α were increased, the expression of NLRP3, ASC, cleaved-caspase-1, GSDMD and Iba-1 was up-regulated, and the expression of occludin was down-regulated ( P<0.05), and the pathological injury to brain tissues was found in ischemia-reperfusion group. Compared with W-IR group, the escape latency was significantly shortened, the number of crossing the original platform was increased, and the time spent in the target quadrant was prolonged, the concentrations of serum S-100β protein and NSE were decreased, the blood-brain barrier permeability and brain water content were decreased, the dendritic spine density in the hippocampal CA1 area was increased, the contents of IL-1β, IL-6 and TNF-α were decreased, the expression of NLRP3, ASC, cleaved-caspase-1, GSDMD and Iba-1 was down-regulated, and the expression of occludin was up-regulated ( P<0.05), and the pathological injury to brain tissues was alleviated in NLRP3 -/--IR group. Conclusions:NLRP3 inflammasome-mediated microglia activation is involved in myocardial ischaemia-reperfusion-induced brain injury in mice.

Objective:To assess intrafractional errors of the deformation of clinical target volumes (CTVs) during online adaptive radiotherapy (OART) for prostate cancer patients, aiming to provide a basis for online plan optimization.Methods:A retrospective analysis was conducted for 13 prostate cancer patients who received 1.5 T magnetic resonance imaging (MRI)-guided OART (8 Gy × 5 fractions, totaling 65 fractions) at the Department of Radiation Oncology, Cancer Hospital, Chinese Academy of Medical Sciences. The MRI images were collected at the beginning and end of various treatment fractions. Then, the CTVs and organs at risk (OARs) were delineated by the same radiation oncologist. After rigid registration and triangle mesh generation, the surface vertices were extracted. The deformable registration for the CTV surfaces was performed using the thin-plate spline robust point matching (TPS-RPM) algorithm, yielding vertex correspondences. Last, both systematic and random intrafractional errors of CTV deformation were calculated.Results:The average Hausdorff distance (HD) for deformable registration of treatment fractions was (1.68 ± 0.28) mm. The intrafractional systematic errors of CTV deformation were (0.25 ± 3.18) mm (anterior-posterior direction; A-P), (0.89 ± 3.85) mm (left-right direction, L-R), and (-1.98 ± 6.69) mm (superior-inferior direction, S-I). The intrafractional random errors of CTV deformation were determined at (-0.26 ± 1.89) mm (A-P), (-0.08 ± 0.88) mm (L-R), and (-0.04 ± 1.86) mm (S-I).Conclusions:During OART, CTV deformations primarily occur in the S-I direction. Therefore, it is necessary to consider the expanded size of margins in this direction during OART for prostate cancer.

Objectives:To evaluate the impact of hemoglobin concentration on 5-year cardiovascular mortality in patients with hypertrophic obstructive cardiomyopathy(HOCM).Methods:This study retrospectively analyzed 325 non-surgically treated HOCM patients hospitalized at Fuwai Hospital from October 2009 to December 2014.Baseline information was compared between patients with or without cardiac death.The impact of hemoglobin concentration on 5-year cardiovascular mortality in HOCM patients was analyzed.Results:The median follow-up time was(43.55±19.70)months.During the follow-up period,a total of 29 patients(8.9%)experienced cardiac death.Univariate Cox regression analysis demonstrated that hemoglobin concentration was significantly associated with 5-year cardiac mortality in HOCM patients(P<0.001).After adjusting for potential cardiovascular risk factors in multivariate Cox regression analysis,hemoglobin concentration(P=0.011)remained negatively associated with 5-year cardiac mortality in HOCM patient.HOCM patients with decreased hemoglobin level faced a 3.118-fold increase in 5-year cardiac mortality(HR=4.118,95%CI:1.114-14.822,P=0.030).Kaplan-Meier survival analysis showed that HOCM patients with decreased hemoglobin levels had a significantly higher risk of 5-year cardiac mortality(log-rank test,χ2=24.38,P<0.001).Conclusions:Lower hemoglobin concentration is an independent risk factor for 5-year cardiac mortality in patients with HOCM.Compared to patients with normal hemoglobin levels,HOCM patients with decreased hemoglobin level face a 3-fold increase in 5-year cardiac mortality.

Objective To establish and evaluate a mouse model of acute myocardial infarction(AMI)with coronary heart disease(CHD)that integrates syndrome differentiation with disease diagnosis,based on the"deficiency-stagnation-toxicity"pathogenesis.Methods Forty-eight ICR mice were randomly divided into four groups using a random number table:sham-operated,normal diet,high-choline,and trimethylamine N-oxide(TMAO).From weeks 1 to 8,each group received corresponding dietary and water interventions.From the 9th week,the normal diet,high-choline,and TMAO groups underwent coronary artery ligation(left anterior descending artery,LAD).In contrast,the sham-operated group only had suture placement without ligation,maintaining the same dietary and water interventions.Data on general signs,body weight,food and water intake,urine and feces,auricle and paw conditions,and behavioral patterns were collected and compared macroscopically and microscopically to determine the syndrome type of the high-choline-induced AMI mouse model and observe changes in the"deficiency-stagnation-toxicity"syndrome indicators.After 12 weeks,echocardiography,hematoxylin-eosin(HE)staining,and Masson′s trichrome staining were used to assess cardiac function,myocardial tissue cellular morphology changes,and myocardial fibrosis levels,respectively.The stability and reliability of the model were evaluated by observing the fluorescence intensity of inflammatory cytokines in the myocardial tissues of each group using immunofluorescence.Results Mice in all groups post-AMI surgery exhibited significant weight loss,dull fur,lethargy,and reduced activity.Mice in the high-choline and TMAO groups showed more sluggish responses to stimuli.The high-choline and TMAO groups displayed increased food intake but slow weight gain from weeks 1 to 4,developing into a trend of"increased food and water intake with weight loss"from 5 to 8 weeks,accompanied by yellowish urine and dry stools(P<0.01).Postoperatively(9-12 weeks),body weight significantly decreased,with the most prominent weight loss observed in the high-choline group.The high-choline and TMAO groups exhibited abnormal RGB values in auricles and paws(P<0.01),and behavioral tests showed a significant decline in open-field activity(P<0.01).Cardiac function and pathological examinations revealed that,compared with the sham-operated and normal diet groups,mice in the high-choline and TMAO groups had increased left ventricular end-diastolic and end-systolic volumes(P<0.01),decreased left ventricular ejection fraction and fractional shortening(P<0.01),and elevated heart indices(P<0.05).HE staining of myocardial tissues indicated more pyknotic nuclei and inflammatory cell infiltration in the high-choline and TMAO groups.Masson′s trichrome staining showed extensive blue-stained collagen fiber distribution in the infarct border zones of the high-choline and TMAO groups,with aggravated fibrosis(P<0.05).Immunofluorescence revealed elevated interleukin-1 beta and tumor necrosis factor-alpha levels in the high-choline and TMAO groups compared with the sham-operated and normal diet groups(P<0.01).Conclusion A high-choline diet combined with LAD ligation successfully established an animal model of AMI with CHD that integrates syndrome differentiation with disease diagnosis,based on the"deficiency-stagnation-toxicity"pathogenesis.This model not only embodies the traditional Chinese medicine theory′s understanding of the pathogenic features of"deficiency-stagnation-toxicity",but also serves as a reference for assessing the interventional effects of Chinese herbal compound prescriptions and facilitating research on syndrome patterns in traditional Chinese medicine.

Objective To establish and evaluate a mouse model of acute myocardial infarction(AMI)with coronary heart disease(CHD)that integrates syndrome differentiation with disease diagnosis,based on the"deficiency-stagnation-toxicity"pathogenesis.Methods Forty-eight ICR mice were randomly divided into four groups using a random number table:sham-operated,normal diet,high-choline,and trimethylamine N-oxide(TMAO).From weeks 1 to 8,each group received corresponding dietary and water interventions.From the 9th week,the normal diet,high-choline,and TMAO groups underwent coronary artery ligation(left anterior descending artery,LAD).In contrast,the sham-operated group only had suture placement without ligation,maintaining the same dietary and water interventions.Data on general signs,body weight,food and water intake,urine and feces,auricle and paw conditions,and behavioral patterns were collected and compared macroscopically and microscopically to determine the syndrome type of the high-choline-induced AMI mouse model and observe changes in the"deficiency-stagnation-toxicity"syndrome indicators.After 12 weeks,echocardiography,hematoxylin-eosin(HE)staining,and Masson′s trichrome staining were used to assess cardiac function,myocardial tissue cellular morphology changes,and myocardial fibrosis levels,respectively.The stability and reliability of the model were evaluated by observing the fluorescence intensity of inflammatory cytokines in the myocardial tissues of each group using immunofluorescence.Results Mice in all groups post-AMI surgery exhibited significant weight loss,dull fur,lethargy,and reduced activity.Mice in the high-choline and TMAO groups showed more sluggish responses to stimuli.The high-choline and TMAO groups displayed increased food intake but slow weight gain from weeks 1 to 4,developing into a trend of"increased food and water intake with weight loss"from 5 to 8 weeks,accompanied by yellowish urine and dry stools(P<0.01).Postoperatively(9-12 weeks),body weight significantly decreased,with the most prominent weight loss observed in the high-choline group.The high-choline and TMAO groups exhibited abnormal RGB values in auricles and paws(P<0.01),and behavioral tests showed a significant decline in open-field activity(P<0.01).Cardiac function and pathological examinations revealed that,compared with the sham-operated and normal diet groups,mice in the high-choline and TMAO groups had increased left ventricular end-diastolic and end-systolic volumes(P<0.01),decreased left ventricular ejection fraction and fractional shortening(P<0.01),and elevated heart indices(P<0.05).HE staining of myocardial tissues indicated more pyknotic nuclei and inflammatory cell infiltration in the high-choline and TMAO groups.Masson′s trichrome staining showed extensive blue-stained collagen fiber distribution in the infarct border zones of the high-choline and TMAO groups,with aggravated fibrosis(P<0.05).Immunofluorescence revealed elevated interleukin-1 beta and tumor necrosis factor-alpha levels in the high-choline and TMAO groups compared with the sham-operated and normal diet groups(P<0.01).Conclusion A high-choline diet combined with LAD ligation successfully established an animal model of AMI with CHD that integrates syndrome differentiation with disease diagnosis,based on the"deficiency-stagnation-toxicity"pathogenesis.This model not only embodies the traditional Chinese medicine theory′s understanding of the pathogenic features of"deficiency-stagnation-toxicity",but also serves as a reference for assessing the interventional effects of Chinese herbal compound prescriptions and facilitating research on syndrome patterns in traditional Chinese medicine.

Artificial intelligence (AI) technologies are being widely applied in radiotherapy. However, the integration of AI into clinical workflows of radiotherapy faces a series of challenges, such as poor model interpretability, domain shifts between clinical application and training data, and the inherent model uncertainties. Therefore, case-specific quality assurance (QA) is essential before deploying AI models in clinical practice. This paper reviews and summarizes QA methodologies for the application of AI models in radiotherapy across four key areas: image registration, image generation, region of interest segmentation, and treatment planning.

Objective:To evaluate the role of NOD-like receptor protein 3 (NLRP3) inflammasome-mediated microglia activation in myocardial ischaemia-reperfusion-induced brain injury in mice.Methods:Fifty-two SPF healthy male wild-type C57BL/6 mice and 52 NLRP3 -/- mice, aged 8-10 weeks, were divided into 4 groups ( n=26 each) using a random number table method: wild type sham operation group (W-S group), wild type myocardial ischemia-reperfusion group (W-IR group), NLRP3 -/- sham operation group (NLRP3 -/--S group), and NLRP3 -/- myocardial ischemia-reperfusion group (NLRP3 -/--IR group). The myocardial ischemia-reperfusion-induced brain injury model was established by ligating the left anterior descending coronary artery for 45 min followed by 24 h of reperfusion in anesthetized mice. The cognitive function was evaluated using the modified Morris water maze test at 24 h of reperfusion. The mice were sacrificed after blood specimens were collected, and brain tissues were obtained for measurement of the blood-brain barrier permeability and water content, for microscopic examination of the pathological changes of brain tissues, and for determination of serum S-100β protein and neuron-specific enolase (NSE) concentrations, contents of interleukin-1 beta (IL-1β), IL-6 and tumor necrosis factor-alpha (TNF-α) in hippocampal tissues (by enzyme-linked immunosorbent assay), expression of NLRP3, apoptosis-associated speck-like protein (ASC), cleaved cysteine aspartate protease 1 (cleaved-caspase-1), gasdermin D (GSDMD), ionized calcium-binding adapter molecule 1 (Iba-1), and occludin in hippocampal tissues (by immunofluorescence and/or Western blot). The apoptosis rate of neurons and density of dendritic spine were calculated. Results:Compared with sham operation group, the escape latency was significantly prolonged, the number of crossing the original platform was decreased, and the time spent in the target quadrant was shortened, the concentrations of serum S-100β protein and NSE were increased, the blood-brain barrier permeability and brain water content were increased, the dendritic spine density in the hippocampal CA1 area was decreased, the contents of IL-1β, IL-6 and TNF-α were increased, the expression of NLRP3, ASC, cleaved-caspase-1, GSDMD and Iba-1 was up-regulated, and the expression of occludin was down-regulated ( P<0.05), and the pathological injury to brain tissues was found in ischemia-reperfusion group. Compared with W-IR group, the escape latency was significantly shortened, the number of crossing the original platform was increased, and the time spent in the target quadrant was prolonged, the concentrations of serum S-100β protein and NSE were decreased, the blood-brain barrier permeability and brain water content were decreased, the dendritic spine density in the hippocampal CA1 area was increased, the contents of IL-1β, IL-6 and TNF-α were decreased, the expression of NLRP3, ASC, cleaved-caspase-1, GSDMD and Iba-1 was down-regulated, and the expression of occludin was up-regulated ( P<0.05), and the pathological injury to brain tissues was alleviated in NLRP3 -/--IR group. Conclusions:NLRP3 inflammasome-mediated microglia activation is involved in myocardial ischaemia-reperfusion-induced brain injury in mice.