Objective:To develop a deep learning model based on super-resolution endorectal ultrasound（ERUS）images for the preoperative prediction of perineural invasion（PNI）in patients with rectal cancer，thereby providing a reference for risk stratification and individualized treatment planning.Methods:A retrospective analysis was conducted on 382 patients with rectal cancer who underwent total mesorectal excision at Fujian Medical University Union Hospital between June 2019 and February 2024. Patients were randomly divided into a training set（ n=305）and a test set（ n=77）at a ratio of 8∶2，and further grouped into PNI-negative group and PNI-positive group subgroups based on pathological results. Super-resolution ultrasound images were generated from original ERUS images using a generative adversarial network（GAN）. Deep convolutional neural networks were developed based on features from intratumoral and peritumoral regions to identify the optimal region of interest（ROI）. The dSR5_ResNet18 and dSR5_ResNet50 models were constructed using the super-resolution images with a 5-pixel peritumoral extension. Representative clinical features were selected for subgroup analysis based on sample size and intergroup statistical differences between PNI-positive and PNI-negative patients. Forest plots were used to evaluate model applicability and robustness across subgroups. Results:The dSR5_ResNet18 model，built using super-resolution images of the tumor combined with a 5-pixel peritumoral region，achieved the best predictive performance，with an AUC of 0.867（95% CI=0.782 - 0.952）in the test set. Decision curve analysis demonstrated that the dSR5_ResNet18 model provided the greatest net clinical benefit. Forest plot analysis indicated strong generalizability of the models across subgroups such as pathological N stage，maximum lesion length，and lymph node enlargement，though relatively weaker performance was observed in the carcinoembryonic antigen（CEA）subgroup. Among all models，dSR5_ResNet18 exhibited the most consistent performance across subgroups，with the narrowest confidence intervals and highest robustness. Conclusions:The deep learning model incorporating ERUS-based super-resolution reconstruction demonstrated excellent performance in the preoperative prediction of PNI in rectal cancer. It offers significant advantages in image quality and generalizability，and may serve as a valuable tool to assist clinicians in formulating personalized treatment strategies.

Objective:To develop a comprehensive training curriculum to enhance the effective implementation of the national initiative promoting dementia care and prevention.Methods:The Delphi method was utilized in an expert consultation that included 44 participants.The initial draft of the training curriculum was developed based on the current state of dementia care and prevention.This draft was subsequently evaluated for its importance, feasibility, and ease of dissemination.Experts offered targeted modifications and additional recommendations.Results:The recovery rate of the expert consultation questionnaire was 95.5%, with a recovery validity rate of 90.9%.The expert authority coefficient was 0.91, and the Kendall's coordination coefficient( W)for expert scoring was 0.316, with a significance level of P<0.001.Four course modules were ultimately identified: the foundation of memory clinic work, the complete management practice skills, group counseling techniques for caregivers, and practical skills for caregivers.The importance of these modules was rated with a mean of 4.92 to 4.95, and the coefficient of variation ranged from 0.044 to 0.063.Each module had a mean value of 4.92 to 4.95, with a coefficient of variation of 0.044 to 0.063; the mean value for practicality was between 4.78 and 4.92, with a coefficient of variation of 0.055 to 0.098; and the mean value for ease of generalization ranged from 4.28 to 4.65, with a coefficient of variation from 0.140 to 0.203.The four modules comprised a total of 55 specific course content items, with the mean value for each item ranging from 4.76 to 5.00 and a coefficient of variation from 0.000 to 0.121.The mean value of usefulness assigned to each entry ranged from 4.55 to 4.98, with a coefficient of variation from 0.031 to 0.150.Additionally, the mean value for ease of propagation assigned to each entry ranged from 4.00 to 4.83, with a coefficient of variation from 0.091 to 0.245. Conclusions:The developed training curriculum, which comprises four course modules and 55 items, demonstrated consistently high levels of importance, practicality, and ease of dissemination.These findings indicate that the curriculum is well-aligned with national initiatives aimed at enhancing dementia care and prevention.

Objective:To investigate the association between blood pH measured by blood gas analysis during the first postnatal week and mortality in periviable extremely preterm infant (PEPI).Methods:This retrospective study analyzed 48 PEPIs (gestational age<24 weeks) admitted to the neonatal intensive care unit of Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University between January 2021 and December 2023. According to the clinical outcomes during hospitalization, they were divided into two groups: death group ( n=12, including deaths despite active treatment and deaths due to treatment withdrawal) and survival group ( n=36, including cured and improved cases). Blood gas pH and base excess (BE) values during the first week were collected. Mann-Whitney U test and Chi-square test (or Fisher exact test) were used to compare maternal perinatal conditions and neonatal blood pH values between the two groups. The percentiles ( P3 and P90) of blood pH and BE values were described for the survival group by age. Results:(1) Among the 48 PEPIs, four were born at 21 weeks, 11 at 22 weeks, and 33 at 23 weeks of gestation. The clinical outcomes showed a cure rate of 60.4% (29/48), improvement rate of 14.6% (7/48), mortality due to poor prognosis with treatment withdrawal of 8.3% (4/48), and mortality under active treatment of 16.7% (8/48). (2) There was statistically significant difference in the death after treatment withdrawal among the PEPIs born at 21, 22, and 23 weeks of gestation [1/4, 2/11, and 3.0% (1/33); χ2=7.41, P=0.025]. The death group had higher proportions of infants with Apgar score≤3 at 1, 5, or 10 min after birth as compared with the survival group [7/12 vs. 25.0% (9/36), χ 2=4.50; 7/12 vs.16.7% (6/36), χ 2=7.91; 5/12 vs. 5.6% (2/36), χ 2=9.42; all P<0.05]. (3) The median blood pH values in the death group were lower than those in the survival group at 1-4, and 6 d after birth [7.13 (7.06-7.24) vs. 7.25 (7.23-7.31), Z=－3.44; 7.03 (7.00-7.18) vs. 7.21 (7.16-7.24), Z=－3.07; 7.02 (7.02-7.11) vs. 7.18 (7.13-7.21), Z=－3.51; 7.14 (7.13-7.20) vs. 7.18 (7.16-7.21), Z=－2.38; 7.15 (7.13-7.19) vs. 7.19 (7.17-7.22), Z=－2.08; all P<0.05].The pH value of the deceased infants rapidly declined within three days after birth, with the median pH values at two days and three days of age both falling below 7.05. In deceased infants due to poor prognosis, the median pH value at 4-7 days of age remained consistently at or below 7.15. In the survivors, the blood pH and BE values decreased after birth and hit the bottom at 3 and 5 days of age, respectively ( P3: pH=7.10, BE=－16.10 mmol/L) before gradual recovery. Conclusions:PEPI tend to present with low blood pH during the first postnatal week. However, excessively low blood pH warrants vigilance against adverse outcomes.

Objective To explore the mediating role of mindful attention and awareness in depressive symptoms and insomnia severity among patients with comorbid depression and insomnia.Methods A cross-sectional study was conducted,enrolling 267 patients with comorbid depression and insomnia who were treated in the outpatient Department of Medical Psychology of Second Affiliated Hospital of Army Medical University,from March to May 2024.Basic demographic and clinical data were collected using a general information questionnaire.Depressive symptom severity was measured via the Patient Health Questionnaire-9(PHQ-9),insomnia severity via the Insomnia Severity Index(ISI),perceived stress via the Perceived Stress Scale-10(PSS-10),and mindful attention and awareness via the Mindful Attention Awareness Scale(MAAS).Pearson correlation analysis was used to examine the correlations between depressive severity,insomnia severity,perceived stress,and mindful attention and awareness.Mediation analysis was performed using Process 4.1.Results The PHQ-9 score was(13.80±5.98)and the ISI score was(17.10±5.56)in the 267 patients.Pearson correlation analysis showed that depressive severity and insomnia severity were positively correlated with perceived stress(r=0.531,0.351,P<0.001)and negatively correlated with mindful attention and awareness(r=-0.373,-0.350,P<0.001).Mediation analysis using Process 4.1 indicated that the combined mediating effect of mindful attention and awareness and insomnia between perceived stress level and depressive level was 0.157,with a 95%confidence interval(CI)of 0.102～0.217,and the total mediating effect was significant(P<0.001).Conclusion Perceived stress directly positively affects depression and indirectly exacerbates depression through insomnia as a mediator,and mindful attention and awareness can weaken the promoting effect of perceived stress on insomnia.

Objective:The aim of this study was to present an institution's experience with cochlear reimplantation（CRI）, to assess surgical challenges and post-operative outcomes and to increase the success rate of CRI. Methods:We retrospectively evaluated data from 76 reimplantation cases treated in a tertiary center between 2001 and 2022. Clinical features include caused of CRI, type of failure, surgical issues, and auditory speech performance were analyzed. Categorical Auditory Performance （CAP） and Speech Intelligibility Rating （SIR） scores were used to evaluate pre-and post-CRI outcomes. Our center's consecutive cohort of 1 126 patients had seven patients, while 69 patients were from other cochlear implant centers. Device failure was the most common cause of CRI（68/76）, with the remaining cases including flap complications（3/76）, magnet displacement（3/76）, secondary meningitis（1/76）, and foreign bodies around the implant（1/76）. Postoperative auditory and speech outcome improved in 31.6%（24/76） of patients, remained unchanged in 63.2%（48/76）, and decreased in CAP and SIR scores in 5.2%（4/76） of patients. Postoperatively, the seven patients with cochlear ossification and fibrosis scored lower on the overall CAP and SIR scale than non-ossification individuals, which is a significant factor in surgical success rates and auditory-speech outcomes. Conclusion:CRI surgery is a challenging but relatively safe procedure, and most reimplanted patients experience favorable postoperative outcomes. Medical complications and intracochlear damage are the main causes of poor postoperative results. Therefore, minimally invasive CI has a positive significance for reducing the difficulty of CRI surgery and improving the CI performance.
Humans ; Cochlear Implantation/methods* ; Retrospective Studies ; Cochlear Implants ; Male ; Female ; Postoperative Period ; Treatment Outcome ; Adult ; Speech ; Middle Aged ; Postoperative Complications ; Replantation ; Cochlea/surgery*

Objective To compare and find an optimal model for predicting the risk of DKD occurrence in patients with type 2 diabetes mellitus(T2DM).Methods A total of 2005 patients with T2DM were enrolled in this study from The Second Hospital of Shijiazhuang City during December 2017 to December 2022.All the subjects were divided into a training set(n=1403)and a validation set(n=602)according to the ratio of 3∶1 by simple random sampling.With the occurrence of DKD as the outcome variablein the training set,important feature variables were screened by LASSO regression.Six different machine learning models were established according to the feature variables,thenthe optimal model was determined by comparison,and anonlinerisk predictor for DKD occurrence was constructed in patients with T2DM.Results Taking the occurrence of DKD as the outcome variable in the training set,the results of LASSO regression analysis showed that the optimal value of the model was 10-fold cross validation lambda.1se=0.01662473,and 15 characteristic variables with nonzero coefficient were screened out to be related to the occurrence of DKD.The data included sex,age,family history of DM,DM duration,LDL-C,HbA1c,WBC,PDW,Scr,urine α1-microglobulin,urine β2-microglobulin,urine microalbumin,hypertension,hypokalemia,and DR.In the training set and validation set,the prediction performance of XGBoost model was better than that of other models(AUC=0.872,0.893,95%CI 0.853～0.891,0.865～0.921),the sensitivity was 0.779,0.863,and the specificity was 0.721,0.758,respectively.The F1 scores were 0.774 and 0.787.DCA analysis showed that the XGBoost model had a greater net benefit and threshold probability.According to the XGBoost model,the online predictor of DKD risk in T2DM patients was laid out,and two patients were selected for application,the results showed that the predictive value of the model was 0.185 in non-DKD patients,and the predictive value was 0.510 in DKD patients.Conclusions The XGBoost model is the best model for predicting the occurrence of DKD in T2DM patients,and an online predictor was successfully built.

OBJECTIVE To conduct qualitative analysis of chemical constituents in the crude extract of Modified Ermiao Formu-la,along with its blood-absorbed components and metabolites in rats post-administration employing ultra-performance liquid chroma-tography coupled with quadrupole-exactive orbitrap tandem mass spectrometry(UPLC-Q-Exactive Orbitrap-MS/MS).METHODS Separation was performed on a Waters HSS T3 column(100 mm×2.1 mm,1.8 μm)using gradient elution with 0.1%formic acid in water(mobile phase A)and 0.1%formic acid in acetonitrile(mobile phase B),under controlled conditions:column temperature maintained at 40℃,flow rate set to 0.3 mL·min-1,and injection volume fixed at 2 μL.Mass spectrometric data acquisition utilized an electrospray ionization(ESI)source with scanning in both positive and negative ion modes.RESULTS By analyzing precise mo-lecular weights,retention times,and MS/MS fragmentation patterns,and cross-referencing these against established databases and published literature,173 chemical constituents were definitively identified in the Modified Ermiao Formula crude extract.These prima-rily comprised flavonoids,organic acids,and alkaloids.Additionally,32 prototype components and 13 metabolites were characterized in the serum of dosed rats.Organic acids constituted the predominant class of serum prototype components,undergoing in vivo metabo-lism principally through demethylation and carboxyl glucuronidation.CONCLUSION This study provides the initial delineation of blood-absorbed prototype components derived from Modified Ermiao Formula,with concomitant identification of their metabolites,thereby establishing a foundational framework for elucidating the pharmacologically active constituents of this formula.

Objective To investigate the clinical efficacy of intracardiac echocardiography(ICE)guid-ance in transcatheter closure of latent patent foramen ovale(PFO)among divers.Methods From Jan 2023 to Nov 2024,36 young divers with PFO,who only had right-to-left shunt during Valsalva maneuver on right heart contrast echocardiography,were enrolled from No.971 Hospital of the PLA Navy.They were divided into ICE group and transthoracic echocardiography(TTE)group based on intraoperative imaging.Clinical data including baseline characteristics,echocardiographic findings,complications,procedure time,and radiation dose were recorded.Results All 36 patients(19 in TTE group and 17 in ICE group)had 100％immediate closure success rate.No vascular complications,postoperative pericardial effusion,device displacement or embolism occurred.ICE could guide wire passage through foramen ovale,significantly reducing total procedure time,fluoroscopy time,and radia-tion dose(P<0.05).Conclusion ICE enables precise closure of potent PFO in divers and decreases fluoroscopy time and radiation dose,showing significant clinical value.

Polycystic ovary syndrome(PCOS)is a complex disease that significantly impacts women's reproductive and metabolic health.The reprogramming of glucose metabolism points to fundamental changes in energy metabolism,which are central to the imbalance in energy metabolism,hormonal abnormalities,increasing insulin resistance,and chronic inflammatory states observed in PCOS.This represents a core pathological link in the pathogenesis of PCOS.The theory of"Spleen Qi to Dispersing Essence"provides a comprehensive overview of spleen function,essential for ensuring the normal operation of organs and the distribution of Qi,blood,and bodily fluids.It serves as a crucial theoretical support for the treatment of PCOS with traditional Chinese medicine.This article explores the role of regulating PCOS based on the theory of"Spleen Qi to Dispersing Essence"with a focus on the reprogramming of glucose metabolism.The mechanism of traditional Chinese medicinal treatments that assist Spleen Qi to Dispersing Essence is closely related to regulating glucose metabolism reprogramming,offering a novel research direction for the treatment of PCOS with TCM.

Objective:To develop a comprehensive training curriculum to enhance the effective implementation of the national initiative promoting dementia care and prevention.Methods:The Delphi method was utilized in an expert consultation that included 44 participants.The initial draft of the training curriculum was developed based on the current state of dementia care and prevention.This draft was subsequently evaluated for its importance, feasibility, and ease of dissemination.Experts offered targeted modifications and additional recommendations.Results:The recovery rate of the expert consultation questionnaire was 95.5%, with a recovery validity rate of 90.9%.The expert authority coefficient was 0.91, and the Kendall's coordination coefficient( W)for expert scoring was 0.316, with a significance level of P<0.001.Four course modules were ultimately identified: the foundation of memory clinic work, the complete management practice skills, group counseling techniques for caregivers, and practical skills for caregivers.The importance of these modules was rated with a mean of 4.92 to 4.95, and the coefficient of variation ranged from 0.044 to 0.063.Each module had a mean value of 4.92 to 4.95, with a coefficient of variation of 0.044 to 0.063; the mean value for practicality was between 4.78 and 4.92, with a coefficient of variation of 0.055 to 0.098; and the mean value for ease of generalization ranged from 4.28 to 4.65, with a coefficient of variation from 0.140 to 0.203.The four modules comprised a total of 55 specific course content items, with the mean value for each item ranging from 4.76 to 5.00 and a coefficient of variation from 0.000 to 0.121.The mean value of usefulness assigned to each entry ranged from 4.55 to 4.98, with a coefficient of variation from 0.031 to 0.150.Additionally, the mean value for ease of propagation assigned to each entry ranged from 4.00 to 4.83, with a coefficient of variation from 0.091 to 0.245. Conclusions:The developed training curriculum, which comprises four course modules and 55 items, demonstrated consistently high levels of importance, practicality, and ease of dissemination.These findings indicate that the curriculum is well-aligned with national initiatives aimed at enhancing dementia care and prevention.