OBJECTIVE To construct a preoperative medication reconciliation model assisted by a localized large language model （LLM） for gastric cancer and evaluate its clinical efficacy. METHODS A total of 249 gastric cancer patients with a history of continuous medication before admission in the Gastric Surgery Department of Jiangsu Cancer Hospital were retrospectively enrolled. Patients were divided into training set （154 cases） and validation set （95 cases） based on the order of time. Based on guidelines， drug package inserts， and other evidence， a standardized medication reconcili ation process and a structured knowledge base were constructed. DeepSeek-V3 LLM was deployed privately in the hospital， combined with retrieval-augmented generation technology， to achieve automated integration of medication information， risk screening， and generation of personalized recommendations. The quality of LLM-generated recommendations was evaluated using automatic metrics （BERT Score and ROUGE-1， 2， L） and manual scoring [seven-dimensional index （7DI） ] . Spearman correlation analysis was performed to explore the correlation between automatic scores and manual scores. Cronbach’s α coefficient was used to test the internal consistency of manual scoring results. The time consumed by manual and LLM-assisted medication reconciliation was compared across tasks of different difficulty levels （simple， moderate， and high）. RESULTS A structured knowledge base covering 8 major drug categories was finally established， covering common and high-risk preoperative medication scenarios and providing structured retrieval support for the LLM. For automatic evaluation， the precision， recall， and F1-score of BERT Score were 0.783±0.033， 0.811±0.038， and 0.796±0.028， respectively. The F1-scores of ROUGE-1， ROUGE-2 and ROUGE-L were 0.566±0.067， 0.338±0.076 and 0.468±0.082， respectively. The 7DI scores from three manual raters ranged from 32.06 to 33.45. The F1-score of automatic scoring was significantly positively correlated with the 7DI score of manual scoring （maximum coefficient of determination＝0.611， P ＜0.001）， and the internal consistency of manual scoring was good （Cronbach’s α ＝ 0.876）. In terms of efficiency， LLM-assisted medication reconciliation reduced time consumption by more than 90% compared with manual reconciliation in the simple， moderate， and high-difficulty groups （ P ＜0.001）. CONCLUSIONS The medication reconciliation model constructed based on a localized LLM and structured knowledge base shows high accuracy， consistency， and clinical applicability in complex preoperative medication scenarios for gastric cancer. It can improve the efficiency of medication reconciliation and reduce potential medication risks.

[This corrects the article DOI: 10.1016/j.jpha.2023.08.006.].

Objective To analyze the multimodal ultrasound imaging characteristics in patients with different molecular subtypes of breast cancer.Methods The medical records of 85 patients with breast cancer were retrospectively collected and classified into 12 cases of Luminal A,35 cases of Lu-minal B,21 cases of HER2,and 17 cases of triple-negative breast cancer based on immunohisto-chemical results.All patients underwent conventional ultrasound,color Doppler ultrasound,ultra-sound elastography,and contrast-enhanced ultrasound.The relationship between multimodal ultra-sound characteristics and breast cancer molecular subtypes and their diagnostic value were analyzed.Results Conventional ultrasound and color Doppler ultrasound results showed statistically significant differences in the margin characteristics of breast cancer lesions among the four molecular subtypes(P＜0.05).Ultrasound elastography results revealed that the maximum elastic modulus(Emax)lev-els of HER2 and triple-negative subtypes were higher than those of Luminal A and Luminal B,respec-tively.The ratios of elastic modulus to normal tissue(Eratio)for Luminal B,HER2,and triple-nega-tive subtypes were higher than that of Luminal A,and the Eratio level of Luminal Bwas lower than that of HER2(P＜0.05).Contrast-enhanced ultrasound results showed statistically significant differences in enhancement levels,perfusion defects,and peak intensity(IMAX),time to peak(TTP),and augmentation time(AT)among the four molecular subtypes of breast cancer lesions(P＜0.05).Multivariate Logistic regression analysis showed that margin characteristics,Emax,Emin,Emean,Eratio,IMAX,TTP,and AT were independent influencing factors for breast cancer molecular subtypes(P＜0.05).Receiver operating characteristic curve analysis showed that the area under the curve and sensitivity of multimodal ultrasound imaging characteristics(combined indicators)for diagnosing breast cancer molecular subtypes were significantly greater than those of individual indicators(P＜0.05).Conclusion There are differences in two-dimensional ultrasound,color Doppler ultra-sound,ultrasound elastography,and contrast-enhanced ultrasound results among different molecular-subtypes of breast cancer.Multimodal ultrasound imaging characteristics have high diagnostic value for breast cancer molecular subtypes.

BackgroundThe adolescent mood disorders become more prevalent， imposing progressively greater perceived and actual caregiving burdens on caregivers， while the current health education resources， delivery formats and training programs remain insufficient in addressing their needs. ObjectiveTo evaluate the effect of structured health education on the caregiver burden associated with adolescent mood disorders， thereby informing evidence-based strategies for alleviating the burden. MethodsA total of 195 caregivers of adolescent inpatients with mood disorders admitted to a tertiary general hospital in Mianyang from June 1， 2020 to July 31， 2022 were consecutively enrolled and randomly assigned to either the research group （n=99） or the control group （n=96） using random number table method. Both groups received routine health education. In addition， the research group participated in a structured health education program comprising three modules covering disease knowledge， medication management， coping with family stress， and guidance for daily living. Upon admission， baseline information regarding both caregivers and adolescent inpatients was collected though a self-administered questionnaire. Caregiver Strain Index （CSI） was administered to assess caregiver burden at admission， discharge， and 1， 3 and 6 months post-discharge. A self-designed health education feedback questionnaire was administered on the day of discharge to evaluate caregivers' feedback on the health education. At 6 months post-discharge， data on any hospital readmission were collected. ResultsUltimately， 85 caregivers （85.86%） in the research group and 84 caregivers （87.50%） in the control group completed the study. Generalized estimating equation analysis revealed significant time effects and group-by-time interaction effects on CSI scores between the two groups （Wald χ²=790.347， 10.047， P<0.05 or 0.01）. There was no statistically significant difference between the two groups in terms of access to disease information， trust preference and core information needs （P>0.05）. Additionally， caregivers in the research group reported significantly better understanding of the disease-related knowledge and higher ratings on the effectiveness of health education when compared to the control group， with statistically significant differences （P<0.01）. ConclusionIn contrast to routine health education， structured health education may help alleviate caregiving burden among caregivers of adolescents with mood disorders.［Funded by Sichuan Medical Association Project （number， Q190004）］

Humans ; Lupus Vasculitis, Central Nervous System/pathology* ; Magnetic Resonance Imaging/methods* ; Diffusion Tensor Imaging/methods* ; Patients ; Lupus Erythematosus, Systemic/pathology* ; Brain/pathology*

A major impedance to neuronal regeneration after peripheral nerve injury(PNI)is the activation of various programmed cell death mechanisms in the dorsal root ganglion.Ferroptosis is a form of pro-grammed cell death distinguished by imbalance in iron and thiol metabolism,leading to lethal lipid peroxidation.However,the molecular mechanisms of ferroptosis in the context of PNI and nerve regeneration remain unclear.Ferroportin(Fpn),the only known mammalian nonheme iron export protein,plays a pivotal part in inhibiting ferroptosis by maintaining intracellular iron homeostasis.Here,we explored in vitro and in vivo the involvement of Fpn in neuronal ferroptosis.We first delineated that reactive oxygen species at the injury site induces neuronal ferroptosis by increasing intracellular iron via accelerated UBA52-driven ubiquitination and degradation of Fpn,and stimulation of lipid peroxidation.Early administration of the potent arterial vasodilator,hydralazine(HYD),decreases the ubiquitination of Fpn after PNI by binding to UBA52,leading to suppression of neuronal cell death and significant ac-celeration of axon regeneration and motor function recovery.HYD targeting of ferroptosis is a promising strategy for clinical management of PNI.

Objective:To develop the microsurgical nursing quality standard, so as to provide reference for improving the nursing quality level of microsurgery.Methods:From March to August 2023, based on the theoretical framework of the three-dimensional "structure-process-outcome" quality model, the content and weight of microsurgical nursing quality standard were determined through literature review, semi-structured interviews, Delphi method and analytic hierarchy process.Results:The effective recovery rates of 2 rounds of expert consultations were 100.00%(24/24) and 95.83%(23/24). The authority coefficients were 0.931 and 0.928. The variation coefficients of each item ranged from 0.000 to 0.159 and from 0.000 to 0.135. The Kendall harmony coefficients were 0.076 and 0.091. Finally, the quality standard of microsurgery nursing included 3 first-level standards (structural quality criteria weight 0.200, process quality criteria weight 0.400, outcome quality criteria weight 0.400), 27 second-level standards and 87 third-level standards.Conclusions:Nursing quality standard of microsurgery is scientific, reasonable, specialized and operable, which can guide the clinical practice of specialized nurses and promote the improvement of microsurgical nursing quality.

Professional personnel stands as not only a crucial indicator of a hospital's comprehensive strength but also the primary resource driving high-quality development.In constructing the hospital's personnel highland,Chenzhou First People's Hospital adhered to the principle of"Party exercising leadership over personnel",improved its management mechanism,and pro-posed a new policy of 20 articles for the personnel.These means intensified a clear categorization of personnel,emphasized the integrity,capability,and contribution,and established a comprehensive personnel categorization evaluation system.With these efforts,the hospital is actively constructing a personnel highland in prefecture-level hospitals to provide talent support for the high-quality development of the hospital.

Objective To investigate the clinical manifestations of familial adenomatous polyposis(FAP).Methods The clinical data of 100 patients with FAP diagnosed in the First Affiliated Hospital of Zhengzhou University from 2011 to 2021 were analyzed retrospectively.Results The main clinical manifestations were bloody stool(44.0%),abdominal pain(40.0%),changes of stool characteristics(25.0%),abdominal distension(18.0%)and diarrhea(17.0%);The most common types of adenomas were villous tubular adenoma(44.9%)and tubular adenoma(32.1%);Extraintestinal manifestations:3 cases of desmoid fibroma,2 cases of osteoma and 1 case of lipoma.47 cases of gastric polyps and the mostly pathological type was fundic gland polyp(34.0%).18 cases of duodenal polyps including 6 cases of adenomatous polyps and most were located at descending duodenum(61.1%).Adenoma canceration occurred in 21 patients.The average age was 38.7 and the canceration mainly occurs in the rectum.The gender,family history,age of onset,number of adenomas,diameter and pathological type of adenomas were statistically compared between patients with and without canceration.It was found that there were significant differences in gender,average age of onset,number of adenoma polyps,diameter of adenoma and pathological type between the two groups(P<0.05).Conclusions FAP is mainly characterized by bloody stool and abdominal pain,with high canceration rate.The risk factors include the age of onset,the number and size of adenomas and the pathological type.The main pathological types are villous tubular adenoma and tubular adenoma.At present,preventive colorectal resection is still the most effective way to treat FAP.No matter what type of methods patients choose,they should be followed up strictly under endoscopy in order to find the lesions in time and treat if necessary.

Objective:To investigate the clinicopathological features and differential diagnosis of primary pulmonary hyalinizing clear cell carcinoma (HCCC), as well as its diagnostic pitfalls in assessing biopsy specimens.Methods:Five cases of primary pulmonary HCCC diagnosed in the Department of Pathology, Shanghai Chest Hospital, Shanghai, China from August 2019 to December 2023 were collected. The clinicopathological characteristics, immunohistochemistry, and the EWSR1 gene related translocation and fusion were summarized, and relevant literature was reviewed.Results:Among the five cases of HCCC, two were males and three were females, with ages ranging 36-74 years. The tumors were located in the lumen of the bronchus or trachea and showed an exophytic polypoid growth pattern. The maximum diameter of the tumors ranged from 1.3 to 5.0 cm. Histologically, the tumor cells showed transparent cytoplasm and slight cellular atypia, with medium-sized round cells arranged in cords, nests, and trabecula. Small nucleoli were noted, while mitotic figures were rare. The interstitial bands of the tumor in various thickness were anastomosed with hyalining and sclerosing fibrous tissues. All the tumor cells were positive for CKpan, CK7, p40, p63 and CK5/6, but negative for S-100, SMA, Calponin, TTF1 and Napsin A; Ki-67 proliferation index was less than 10% (1%-10%). FISH testing showed EWSR1 gene translocation in all cases, three of which were confirmed by next generation sequencing to have EWSR1::ATF1 gene fusion.Conclusions:Biopsy specimens of primary HCCC in the lungs are prone to misdiagnosis due to the expression of squamous cell carcinoma biomarkers, which poses a unique challenge. A complete understanding of the morphological characteristics of primary pulmonary HCCC, combined with immunohistochemistry and molecular testing, is helpful to reach accurate diagnosis.