1.Effectiveness of generative large language model MedGo in nursing decision-making for elderly patients with multimorbidity
Qiaoyun YAN ; Min LI ; Yawen YAN ; Yaqing NI ; Yun GU ; Jiawen QIN ; Haiping YU ; Haitao ZHANG ; Liming ZHAO
Chinese Journal of Clinical Medicine 2026;33(1):16-23
Objective To explore the effectiveness of the generative large language model MedGo in nursing decision-making for elderly patients with multimorbidity. Methods A quasi-randomized controlled trial study was conducted involving 6 junior nurses, 6 senior nurses and the MedGo model from January 1, 2025 to March 31, 2025 at the Emergency Internal Medicine Ward of Shanghai East Hospital Affiliated to Tongji University. Clinical data of 120 elderly patients with multimorbidity were analyzed to compare the performance of the three groups in four tasks (nursing diagnosis assessment, nursing intervention formulation, complication identification, and complication prevention) from three evaluation dimensions: decision-making time consumption, decision accuracy, and decision-making quality. Results In terms of decision-making time, the senior nurse group completed all four tasks faster than the junior nurse group (P<0.01), and the MedGo group completed all four tasks faster than the junior nurse group (P<0.001) and the senior nurse group (P<0.001). In terms of decision-making accuracy, senior nurse group scored higher than junior nurse group in all four tasks (P<0.001), while the MedGo group outperformed the senior nurse group only in complication identification (P<0.001). In terms of decision-making quality, the MedGo group scored higher than junior nurse group (P<0.001) and senior nurse group (P<0.001) in all four tasks. Conclusions The MedGo model demonstrates advantages of high efficiency, accuracy, and quality in nursing decision-making for elderly patients with multimorbidity; senior nurses outperform junior nurses in decision-making, providing diverse references for clinical nursing decision-making.
2.Research on the Construction Path of the Integrated Eye Health Service System in China
Jiannan SU ; Meiying ZHAO ; Shuping WANG ; Liming SHUI ; Erdan HUANG
Chinese Health Economics 2025;44(9):21-24,36
Objective:To explore the necessity and basic connotation of building an integrated eye health service system and propose a systematic const ruction pathway.Methods:A multi-dimensional analytical framework for an integrated eye health service system was constructed using literature review,interviews,and the rainbow model theory.Results:Considering the current state of eye disease prevention and control in China,along with the practical need to address the imbalance in the supply and demand structure of ophthalmic resources,it is necessary to build an integrated eye health service system that is fair,accessible,systematic,continuous,high-quality and efficient.Conclusion:It is needed to further improve the top-level design framework,enhance system integration,consolidate the service network at the grassroots level,strengthen organizational coordination,establish specialized eye health prevention and treatment centers,promote professional collaboration,deliver integrated and proactive service models,optimize service integration,and reinforce enabling factors through functional unification and standardized protocols.
3.Develop a Chinese version of good death inventory-short form and test its reliability and validity in bereaved family members of cancer patients
Xixi WANG ; Juanjuan ZHAO ; Yanmei HUANG ; Liming YOU
Modern Clinical Nursing 2025;24(8):23-29
Objective To translate the good death inventory-short form(GDI-SF)into Chinese and test its reliability and validity among bereaved family members of cancer patients.Methods A Chinese version of GDI-SF was created through translation,reconciliation,back translation,expert panel review and pilot testing.Then the inventory was administered to 699 bereaved family members of cancer patients recruited by convenience sampling.Reliability and validity were assessed.Results Toally 305 family members finished the study.The item-level content validity index(I-CVI)and average content validity index(S-CVI/Ave)were both 1.00.Exploratory factor analysis yielded 5 common factors:professional medical care(6 items),preparation for farewell(4 items),dignity and life value(4 items),natural death and moral support(2 items),and physical and mental comfort(2 items).These factors explained 52.176%of total variance.Overall Cronbach α coefficient of the Chinese version GDI-S was 0.779,and split-half reliability was 0.731.The Pearson correlation coefficient range between the score of each item of the Chinese version of GDI-SF and the score of its corresponding dimension was 0.591 to 0.769(P<0.01).Conclusion The Chinese version GDI-SF exhibits acceptable reliability and validity assessment of the quality of good dying in cancer patients from the perspective of bereaved family members.
4.The relationship between cerebral perfusion status,blood pressure variability and prognosis after combined cerebral revascularization surgery in patients with moyamoya disease
Shao ZHANG ; Liming ZHAO ; Chaoyue LI ; Jiangong MA ; Sen HE ; Dan LI ; Xiaobin WANG
Chinese Journal of Nervous and Mental Diseases 2025;51(6):342-348
Objective To investigate the relationship between cerebral perfusion status,blood pressure variability,and prognosis in patients with moyamoya disease following cerebral revascularization.Methods A retrospective analysis was conducted on 108 patients who underwent their first combined cerebral revascularization between January 2019 and July 2022 at the Department of Neurosurgery,First Affiliated Hospital of Henan University,and Henan Provincial People's Hospital.Based on postoperative cerebral perfusion improvement,patients were categorized into a"good"group and a"general"group.Baseline characteristics,key imaging parameters,blood pressure variability,and symptom scores were compared and analyzed between the two groups.Results In this study,there were 55 cases in the good group and 53 cases in the general group.According to the comparative analysis of the postoperative indicators between the good group and the general group,Statistically significant differences were observed in symptom improvement[42(79.25%)vs.52(94.55%)],TIA[22(41.51%)vs.11(20.00%)],and cerebral infarction[6(11.32%)vs.0(0.00%)],mRS score and the Matsushima classification(P<0.05).However,there was no statistically significant difference in the BPV-related index between the two groups of patients before the operation(all P>0.05).When comparing nine blood pressure variability(BPV)-related indices including the mean of 24-hour,daytime,and nighttime systolic blood pressure,coefficient of variability(CV),and average real variability(ARV)between the two groups,no significant differences were observed in the BPV-related indices before surgery between the two groups(P>0.05).The differences in the BPV-related indices before and after surgery(postoperative index-preoperative index)between the two groups were statistically significant(P<0.05).Postoperative cerebral perfusion status was positively correlated with prognosis and negatively correlated with BPV.Conclusion Patients with good improvement in cerebral perfusion status after combined revascularization for moyamoya disease have less blood pressure variability and better prognosis.
5.Survey on current status of"Perioperative Infection Control"initiative monitoring indicators in 138 medical institutions in Guizhou Province
Yao YAO ; Yan XU ; Xia MU ; Tingxiu YANG ; Lan TANG ; Liyuan CHEN ; Guiqin DU ; Jing LI ; Zhaofeng JING ; Liming WANG ; Qin WU ; Qingyang ZHAO ; Yufei ZHANG ; Min HE ; Ximin FAN
Chinese Journal of Nosocomiology 2025;35(20):3068-3073
OBJECTIVE To investigate the current status of monitoring indicators related to the"Perioperative In-fection Control"in medical institutions above the secondary level in Guizhou Province,and to delve into the imple-mentation of key measures for infection prevention and control during the perioperative period for patients under-going surgical operations.METHODS Based on the"Implementation Plan for the'Perioperative Infection Control'Initiative in Guizhou Province",a"Case Investigation Form on Key Measures for Infection Prevention and Control During the Perioperative Period for Patients Undergoing Surgical Operation"was developed.A total of 138 medi-cal institutions participated in the case investigation,and a total of 2 128 cases were investigated.RESULTS The overall monitoring indicators for the"Perioperative Infection Control"initiative in the 138 medical institutions a-bove the secondary level in Guizhou Province were at a relatively low level.The skin cleansing compliance rate was 80.32%,the hair removal compliance rate was 16.43%,the prophylactic antibacterial drug administration rate within 0.5-1 hour before surgery was 55.94%and the antibacterial drug discontinuation rate within 24 hours after prophylactic medication for type Ⅰ incision surgeries was 56.48%.The hair removal compliance rate was higher in tertiary medical institutions(19.21%)than in secondary medical institutions(14.34%)(P=0.039).The distri-bution of the four monitoring indicators varied in clinical departments and surgery types,with statistically signifi-cant differences(P<0.05).The preferred method for surgical site skin cleansing in medical institutions across the province was local wiping,primarily with clean water(57.21%).The primary method for hair removal was razors(68.82%),and hair removal on the day of surgery was most common(61.75%).CONCLUSIONS Conduc-ting a survey on the current status of"Perioperative Infection Control"initiative monitoring indicators in medi-cal institutions in Guizhou Province helps to understand the implementation of key measures for perioperative in-fection prevention and control and set intervention targets,thus providing references for establishing a dynam-ic monitoring indicator change mechanism.
6.Clinical value of endoscopic ultrasound-guided puncture drainage for liver abscess and abdominal and pelvic abscess (with video)
Fei LIU ; Zhenyun GONG ; Jing ZHAO ; Yao LU ; Guilian CHENG ; Liming XU ; Duanmin HU ; Wei WU
Chinese Journal of Digestive Endoscopy 2025;42(4):323-326
To investigate the clinical value of endoscopic ultrasound-guided puncture drainage in the treatment for liver abscess and abdominal and pelvic abscess with difficulty in conventional puncture drainage. Data of 12 such patients in the Second Affiliated Hospital of Soochow University from January 2015 to November 2023 were retrospectivly analyzed. Results showed liver abscess in 4 cases, abdominal and pelvic abscess in 8 cases. All patients had fever with varying degrees of abdominal pain. Twelve patients with liver abscess and abdominal and pelvic abscess received 13 times of endoscopic ultrasound-guided puncture (1 patient with a large abdominal and pelvic cyst complicated with infection received transgastric and transrectal puncture of 2 times). The puncture needle was successfully penetrated into the pus cavity. Four patients with liver abscess underwent endoscopic ultrasound-guided suction and irrigation, and the abscess was almost completely aspirated. Seven patients with abdominal and pelvic abscess underwent endoscopic ultrasound-guided suction and irrigation, of which 5 cases were almost completely aspirated, and 2 cases had poor drainage effect due to the viscous pus (1 case returned to normal temperature after anti-infection treatment; 1 case had recurrent fever after the operation, and septic shock and death occurred 2 weeks after the operation). A patient with recurrent abdominal and pelvic sclerosis after the operation had multiple abscesses in the abdomen and pelvis, and percutaneous CT-guided drainage was performed for abdominal abscess, but the fever was still repeated. Endoscopic ultrasound-guided balloon dilation plus double pig tail and nasobiliary duct drainage were performed. The patient's temperature returned to normal and abdominal pain was relieved 48 hours after the operation. The total effective rate of abscess drainage was 83.3% (10/12), and the effective rate of suction combined with irrigation for abscess drainage was 81.8% (9/11), and no operation-related complications were observed in all patients. After 3 months of follow-up, no recurrence occurred in 10 patients with effective drainage of abscess, and abscess was self-absorbed in 1 patient with pelvic abscess without effective drainage and no recurrence was observed. Endoscopic ultrasound-guided puncture drainage is of certain clinical value for some liver abscesses and abdominal and pelvic abscesses that are difficult to be drained by conventional puncture, and can reduce the secondary trauma caused by surgical operations.
7.Living space for elderly patients with chronic diseases: a scoping review
Chunli XIAN ; Jianghua XU ; Liming ZHANG ; Yun ZHAO
Chinese Journal of Modern Nursing 2025;31(8):1102-1108
Objective:To summarize the current status of living space for elderly patients with chronic diseases.Methods:Literature on living space for elderly patients with chronic diseases was electronically searched in PubMed, Web of Science, Cochrane Library, Embase, China Biology Medicine disc, China National Knowledge Infrastructure, VIP, and WanFang Data. The search period was from database establishment to April 13, 2024.Results:A total of 33 papers were included. Elderly patients with chronic diseases generally had limited living space, and the assessment tool was mainly the Life Space Assessment. The main influences on living space included demographic, disease-related, psychological, and other factors.Conclusions:Elderly patients with chronic diseases generally have limited living space and have a single assessment tool with complex and diverse influencing factors. Healthcare professionals should develop specific living space assessment tools and individualized interventions based on influencing factors to help patients with chronic diseases improve their living space limitations.
8.Development of a nomogram for predicting pathological complete response after neoadjuvant chemoradiotherapy in patients with locally advanced rectal cancer
Ruoxi TIAN ; Xuhua HU ; Hengchang LIU ; Pu CHENG ; Jiyun LI ; Mandula BAO ; Liming ZHAO ; Zhaoxu ZHENG
Chinese Journal of Gastrointestinal Surgery 2025;28(3):304-313
Objective:To construct and validate a predictive model for pathological complete response (pCR) in patients with locally advanced rectal cancer (LARC) after neoadjuvant chemoradiotherapy.Methods:This retrospective observational study included 595 patients with stage T2-4 and (or) N+M0 LARC diagnosed in the Cancer Hospital of Chinese Academy of Medical Sciences and the Fourth Hospital of Hebei Medical University who had no metastases, tolerated neoadjuvant therapy, completed neoadjuvant therapy, and had undergone radical surgery after neoadjuvant therapy. The training set comprised 299 patients admitted to the Cancer Hospital of Chinese Academy of Medical Sciences from 2013 to 2018, the internal validation set 155 patients admitted from 2019 to 2023, and the external validation set 141 patients admitted to the Fourth Hospital of Hebei Medical University from 2013 to 2021. They were divided into pCR group and non-pCR groups according to postoperative pathology. Among the 299 patients in the training set, 247 were in the non-PCR and 52 in the pCR group; among the 155 patients verified internally, 113 were in the non-PCR and 42 in the pCR group; and among the 141 patients validated externally, 132 were in the non-pCR and nine in the pCR group. Logistic regression was used for univariate and multifactorial analysis to explore the factors associated with pCR and construct a nomogram prediction model. Receiver operating characteristic curves, calibration curves, and decision curve analysis (DCA) were used to validate the performance of the predictive model.Results:Univariate and multivariate logistic regression analysis showed that carbohydrate antigen 19-9 ( P=0.040, OR=0.97, 95%CI: 0.93-0.99), neutrophil count ( P<0.001, OR=0.66, 95%CI: 0.52-0.84), tumor T stage: Stage IV ( P=0.011, OR=0.22, 95%CI: 0.07-0.70), tumor N stage: Stage I ( P=0.003, OR=0.22,95%CI:0.08-0.60), Stage II ( P<0.001, OR=0.03, 95%CI: 0.01-0.09) and involvement of mesorectal fascia ( P=0.004, OR=0.09, 95%CI: 0.02-0.47) were independent predictors of pCR. In the training set, the area under the receiver operating characteristic curve of the model was 0.92 (95%CI: 0.87-0.96), whereas in the internal and external validation sets, the AUCs were 0.78 and 0.81, respectively. The calibration curve showed that the prediction model had good prediction efficiency in both the training and verification sets. Decision curve analysis showed that the net benefit of the model was largest when the threshold probability was in the range of 5.2% to 89.7% (in the internal and external validation sets, the threshold probabilities were in the range of 15.7% to 92.3% and 2.2% to 84.1%, respectively). Conclusion:The nomogram model constructed in this study showed efficacy in predicting whether patients with LARC will achieve pCR after receiving neoadjuvant chemoradiotherapy.
9.Trends of diabetes in Beijing, China.
Aijuan MA ; Jun LYU ; Zhong DONG ; Li NIE ; Chen XIE ; Bo JIANG ; Xueyu HAN ; Jing DONG ; Yue ZHAO ; Liming LI
Chinese Medical Journal 2025;138(6):713-720
BACKGROUND:
The global rise in diabetes prevalence is a pressing concern. Despite initiatives like "The Healthy Beijing Action 2020-2030" advocating for increased awareness, treatment, and control, the specific situation in Beijing remains unexplored. This study aimed to analyze the trends in diabetes prevalence, awareness, treatment, and control among Beijing adults.
METHODS:
Through a stratified multistage probability cluster sampling method, a series of representative cross-sectional surveys were conducted in Beijing from 2005 to 2022, targeting adults aged 18-79 years. A face-to-face questionnaire, along with body measurements and laboratory tests, were administered to 111,943 participants. Data from all survey were age- and/or gender-standardized based on the 2020 Beijing census population. Annual percentage rate change (APC) or average annual percentage rate change (AAPC) was calculated to determine prevalence trends over time. Complex sampling logistic regression models were employed to explore the relationship between various characteristics and diabetes.
RESULTS:
From 2005 to 2022, the total prevalence of diabetes among Beijing adults aged 18-79 years increased from 9.6% (95% CI: 8.8-10.4%) to 13.9% (95% CI: 13.1-14.7%), with an APC/AAPC of 2.1% (95% CI: 1.1-3.2%, P <0.05). Significant increases were observed among adults aged 18-39 years and rural residents. Undiagnosed diabetes rose from 3.5% (95% CI: 3.2-4.0%) to 7.2% (95% CI: 6.6-7.9%) with an APC/AAPC of 4.1% (95% CI: 0.5-7.3%, P <0.05). However, diabetes awareness and treatment rates showed annual declines of 1.4% (95% CI: -3.0% to -0.2%, P <0.05) and 1.3% (95% CI: -2.6% to -0.2%, P <0.05), respectively. The diabetes control rate decreased from 21.5% to 19.1%, although not statistically significant (APC/AAPC = -1.5%, 95% CI: -5.6% to 1.9%). Overweight and obesity were identified as risk factors for diabetes, with ORs of 1.65 (95% CI: 1.38-1.98) and 2.48 (95% CI: 2.07-2.99), respectively.
CONCLUSIONS
The prevalence of diabetes in Beijing has significantly increased between 2005 and 2022, particularly among young adults and rural residents. Meanwhile, there has been a concerning decrease in diabetes awareness and treatment rates, while control rates have remained stagnant. Regular blood glucose testing, especially among adults aged 18-59 years, should be warranted. Furthermore, being male, elderly, overweight, or obese was associated with higher diabetes risk, suggesting the needs for targeted management strategies.
Humans
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Adult
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Middle Aged
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Male
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Female
;
Aged
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Adolescent
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Young Adult
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Cross-Sectional Studies
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Diabetes Mellitus/epidemiology*
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Beijing/epidemiology*
;
Prevalence
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China/epidemiology*
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Surveys and Questionnaires
10.Spicy food consumption and risk of vascular disease: Evidence from a large-scale Chinese prospective cohort of 0.5 million people.
Dongfang YOU ; Dianjianyi SUN ; Ziyu ZHAO ; Mingyu SONG ; Lulu PAN ; Yaqian WU ; Yingdan TANG ; Mengyi LU ; Fang SHAO ; Sipeng SHEN ; Jianling BAI ; Honggang YI ; Ruyang ZHANG ; Yongyue WEI ; Hongxia MA ; Hongyang XU ; Canqing YU ; Jun LV ; Pei PEI ; Ling YANG ; Yiping CHEN ; Zhengming CHEN ; Hongbing SHEN ; Feng CHEN ; Yang ZHAO ; Liming LI
Chinese Medical Journal 2025;138(14):1696-1704
BACKGROUND:
Spicy food consumption has been reported to be inversely associated with mortality from multiple diseases. However, the effect of spicy food intake on the incidence of vascular diseases in the Chinese population remains unclear. This study was conducted to explore this association.
METHODS:
This study was performed using the large-scale China Kadoorie Biobank (CKB) prospective cohort of 486,335 participants. The primary outcomes were vascular disease, ischemic heart disease (IHD), major coronary events (MCEs), cerebrovascular disease, stroke, and non-stroke cerebrovascular disease. A Cox proportional hazards regression model was used to assess the association between spicy food consumption and incident vascular diseases. Subgroup analysis was also performed to evaluate the heterogeneity of the association between spicy food consumption and the risk of vascular disease stratified by several basic characteristics. In addition, the joint effects of spicy food consumption and the healthy lifestyle score on the risk of vascular disease were also evaluated, and sensitivity analyses were performed to assess the reliability of the association results.
RESULTS:
During a median follow-up time of 12.1 years, a total of 136,125 patients with vascular disease, 46,689 patients with IHD, 10,097 patients with MCEs, 80,114 patients with cerebrovascular disease, 56,726 patients with stroke, and 40,098 patients with non-stroke cerebrovascular disease were identified. Participants who consumed spicy food 1-2 days/week (hazard ratio [HR] = 0.95, 95% confidence interval [95% CI] = [0.93, 0.97], P <0.001), 3-5 days/week (HR = 0.96, 95% CI = [0.94, 0.99], P = 0.003), and 6-7 days/week (HR = 0.97, 95% CI = [0.95, 0.99], P = 0.002) had a significantly lower risk of vascular disease than those who consumed spicy food less than once a week ( Ptrend <0.001), especially in those who were younger and living in rural areas. Notably, the disease-based subgroup analysis indicated that the inverse associations remained in IHD ( Ptrend = 0.011) and MCEs ( Ptrend = 0.002) risk. Intriguingly, there was an interaction effect between spicy food consumption and the healthy lifestyle score on the risk of IHD ( Pinteraction = 0.037).
CONCLUSIONS
Our findings support an inverse association between spicy food consumption and vascular disease in the Chinese population, which may provide additional dietary guidance for the prevention of vascular diseases.
Humans
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Male
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Female
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Prospective Studies
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Middle Aged
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Aged
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Vascular Diseases/etiology*
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Risk Factors
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China/epidemiology*
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Adult
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Proportional Hazards Models
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Cerebrovascular Disorders/epidemiology*
;
East Asian People

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