Objective To compare the performance of 3 risk prediction models based on machine learning in predicting the risk of compassion fatigue among obstetrics and gynaecology nurses.Methods Using the convenience sampling method,1 323 obstetrics and gynaecology nurses from 11 tertiary hospitals in 9 cities were selected from December 2022 to March 2023,and were randomly divided into a training set and a test set according to 7∶3 ratio.Compassion Fatigue Scale,Five Facet Mindfulness Questionnaire and Emotional Intelligence Scale were used for the survey.A total of 3 types of risk prediction models were constructed for the factors affecting the compassion fatigue of obstetrics and gynaecology nurses,namely,Logistic Regression,Decision Tree,and Random Forest.The accuracy,precision,specificity,sensitivity,Fl score and AUC were used to compare the predictive performance of the 3 models.Results Finally 1 276 maternity nurses completed the survey.All 3 models showed that nature of employment,years of experience,mindfulness and emotional intelligence were independent risk factors for compassion fatigue in obstetrics and gynaecology nurses(P＜0.05).The results of model comparison showed that the accuracy of Logistic regression,decision tree and random forest were 0.804,0.806,0.796;the precision was 0.821,0.827,0.823;the sensitivity was 0.956,0.949,0.939;the Fl score was 0.883,0.884,0.877;the AUC was 0.704(95％CI:0.701～0.713),0.760(95％CI:0.751～0.771),0.742(95％CI:0.723～0.762)respectively.Conclusion The risk prediction model of factors affecting compassion fatigue among obstetrics and gynaecology nurses constructed by decision tree performed the best,and the predictive performance was better than that of the random forest and logistic regression models.The multi-model effectively predicts the risk of compassion fatigue in obstetrics and gynecology nurses,explores the interaction of influencing factors in multiple dimensions,and it can inform the early identification and prevention of compassion fatigue and the development of related interventions.

This paper highlights the specific nursing experiences in an early inflammatory bowel obstruction of a patient after the surgery for abdominal cocoon syndrome.Immediately after the surgery,the nursing care focused on prevention of postoperative metabolic disorders,including dynamic monitoring and correction of refeeding syndrome and goal-oriented sequential nutritional support management.Over the period of postoperative recovery,the nursing care shifted to prevention and treatment of early postoperative inflammatory bowel obstruction,including dynamic monitoring and identification of an early postoperative inflammatory bowel obstruction,goal-oriented early postoperative inflammatory small bowel obstruction(EPISBO)fluid therapy together with the traditional Chinese medicine to promote bowel movement and control inflammation,the auricle copper-blade Gua Sha combined with auricular point sticker compression to regulate qi and reduce bowel flatulence,as well as a goal-oriented early mobilisation to prevent a re-obstruction of bowel.The patient discharged at 28 days after surgery without an event.At the 6 months of postoperative follow-up,the patient was found in continuous improvement of relevant indicators and increase of body weight.

This paper highlights the specific nursing experiences in an early inflammatory bowel obstruction of a patient after the surgery for abdominal cocoon syndrome.Immediately after the surgery,the nursing care focused on prevention of postoperative metabolic disorders,including dynamic monitoring and correction of refeeding syndrome and goal-oriented sequential nutritional support management.Over the period of postoperative recovery,the nursing care shifted to prevention and treatment of early postoperative inflammatory bowel obstruction,including dynamic monitoring and identification of an early postoperative inflammatory bowel obstruction,goal-oriented early postoperative inflammatory small bowel obstruction(EPISBO)fluid therapy together with the traditional Chinese medicine to promote bowel movement and control inflammation,the auricle copper-blade Gua Sha combined with auricular point sticker compression to regulate qi and reduce bowel flatulence,as well as a goal-oriented early mobilisation to prevent a re-obstruction of bowel.The patient discharged at 28 days after surgery without an event.At the 6 months of postoperative follow-up,the patient was found in continuous improvement of relevant indicators and increase of body weight.

Objective To evaluate the clinical value of a modified Cancer and Aging Research Group(CARG)model in guiding anticancer drug dose adjustments for elderly cancer patients in China.Methods This prospective study enrolled patients aged≥65 years with solid tumors at the Department of Oncology,Peking Union Medical College Hospital from September 1,2022 to October 29,2023.All patients underwent comprehensive geriatric assessment(CGA)and CARG risk scoring,and were stratified into low-,intermediate-,and high-risk groups.Anti-cancer drug doses(including chemotherapy,targeted therapy or immunotherapy)were reduced proportionally based on CARG risk stratification and treatment intent(curative vs.palliative).Treatment outcomes and adverse events(AEs)were recorded regularly.Fisher's Exact Test compared AE incidence between the CARG-guided dose adjust-ment group(experimental)and the physician-experience-guided dose adjustment group(control).Receiver operating characteristic(ROC)curve analysis was used to assess the predictive value of the CARG model for severe toxicity.Results Among 166 enrolled patients(median age:71 years[range:65-90];78.3%were male;68.7%had gastro-intestinal cancers;69.3%had stageⅣ),95 were assigned to the experimental group(CARG low-risk:24[25.3%],intermediate-risk:51[53.7%],high-risk:20[21.0%])and 71 were included into the control group.By December 31,2024,81 patients experienced disease progression and 10 patients died.Overall AE rates was 92.6%in the ex-perimental group and 94.4%in the control group,while grade≥3 AEs were recorded in 45.3%vs.43.7%,respec-tively(both P＞0.05).Conclusions The modified CARG model-guided dose adjustment strategy achieved comparable safety to empirical dose adjustment,which is in line with the individualized treatment paradigm for elderly cancer pa-tients,representing a structured framework for optimizing therapeutic decision-making in geriatric oncology.

Objective To compare the performance of 3 risk prediction models based on machine learning in predicting the risk of compassion fatigue among obstetrics and gynaecology nurses.Methods Using the convenience sampling method,1 323 obstetrics and gynaecology nurses from 11 tertiary hospitals in 9 cities were selected from December 2022 to March 2023,and were randomly divided into a training set and a test set according to 7∶3 ratio.Compassion Fatigue Scale,Five Facet Mindfulness Questionnaire and Emotional Intelligence Scale were used for the survey.A total of 3 types of risk prediction models were constructed for the factors affecting the compassion fatigue of obstetrics and gynaecology nurses,namely,Logistic Regression,Decision Tree,and Random Forest.The accuracy,precision,specificity,sensitivity,Fl score and AUC were used to compare the predictive performance of the 3 models.Results Finally 1 276 maternity nurses completed the survey.All 3 models showed that nature of employment,years of experience,mindfulness and emotional intelligence were independent risk factors for compassion fatigue in obstetrics and gynaecology nurses(P＜0.05).The results of model comparison showed that the accuracy of Logistic regression,decision tree and random forest were 0.804,0.806,0.796;the precision was 0.821,0.827,0.823;the sensitivity was 0.956,0.949,0.939;the Fl score was 0.883,0.884,0.877;the AUC was 0.704(95％CI:0.701～0.713),0.760(95％CI:0.751～0.771),0.742(95％CI:0.723～0.762)respectively.Conclusion The risk prediction model of factors affecting compassion fatigue among obstetrics and gynaecology nurses constructed by decision tree performed the best,and the predictive performance was better than that of the random forest and logistic regression models.The multi-model effectively predicts the risk of compassion fatigue in obstetrics and gynecology nurses,explores the interaction of influencing factors in multiple dimensions,and it can inform the early identification and prevention of compassion fatigue and the development of related interventions.

OBJECTIVE To explore the role of clinical pharmacists participating in the standardized perioperative nutritional management process for pancreaticoduodenectomy （PD） on improving postoperative recovery in patients. METHODS The clinical data of 100 patients undergoing PD in the Department of Biliary and Pancreatic Surgery， Drum Tower Hospital Affiliated to Nanjing University School of Medicine from November 2019 to February 2021 were analyzed retrospectively. According to the different perioperative nutrition management plans， they were divided into clinical pharmacist intervention group （n＝51， clinical pharmacists intervened according to the standardized nutrition management process） and control group （n＝49， clinical pharmacists only performed preoperative nutrition evaluation， and clinical physicians took nutrition support according to the patient’s condition）. The differences in postoperative recovery index， economic evaluation index， hospitalization length， postoperative complications， and postoperative enteral nutrition support route were compared between 2 groups. RESULTS The time of postoperative diet， the first postoperative ventilation， the first postoperative defecation， and postoperative drainage time of abdominal drain were significantly earlier in the clinical pharmacist intervention group than in the control group （P＜0.05）； the hospitalization cost， medication cost， nutritional support cost， parenteral nutrition cost， albumin preparation cost， and the length of postoperative hospitalization were significantly lower/shorter in the clinical pharmacist intervention group than in the control group （P＜0.05）； there was no statistically significant difference in the incidence of postoperative complications between the two groups （P＞0.05）； there was statistically significant difference in the perioperative enteral nutrition support pathways between two groups （P＜0.05）. CONCLUSIONS Clinical pharmacists’ participation in perioperative nutritional management for PD can significantly reduce hospitalization costs and nutritional support costs， improve patients’ perioperative nutritional status， and shorten hospital stays. wanglina668@163.com

Background Cooking oil fumes are closely related to immune response, and adipose tissue also plays an important role in immune regulation. At present, the biological effect and mechanism of inflammation of adipose tissue induced by oil fume exposure are not clear yet. Objective To investigate the inflammatory effect of different exposure duration of cooking fumes on adipose tissue in mice and explore the role of Nod-like receptor pyrin domain 3 (NLRP3)/cysteinyl aspartate specific proteinase 1 (Caspase 1)/interleukin (IL)-1β signaling pathway. Methods Forty 8-week-old female C57BL/6J mice were randomly divided into 3-day control group (CON₃ group), 7-day control group (CON₇ group), 3-day oil fume exposure group (COF₃ group), and 7-day oil fume exposure group (COF₇ group), with 10 mice in each group. The mice were exposed to oil fumes in a cooking oil fume formation and exposure equipment (COFFEE) for 20 min, followed by a 10-min pause, 1 h a day for consecutive 3 d or 7 d. General condition of mice was observed and body weight was measured every day. After exposure, blood was sampled from the eyeball. Serum levels of IL-6, IL-27, and IL-1β were detected by enzyme-linked immunosorbent assay (ELISA). The adipose tissue of mice was collected and observed after hematoxylin-eosin (HE) staining. The percentages of CD4⁺ and CD8⁺T cells in adipose tissue were detected by flow cytometry. Real-time quantitative PCR (RT-qPCR) was used to detect the expression levels of nuclear factor-κB (NF-κB), NLRP3, Caspase 1, and IL-1β in adipose tissue. Western blot was used to detect the expression levels of NLRP3, Caspase 1, and IL-1β in adipose. Results Compared with the corresponding control group, serum IL-6, IL-27, and IL-1β contents in the COF₃ group and the COF₇ group were significantly increased (P<0.05) except IL-6 in the COF₃ group, and the levels in the COF₇ group were significantly higher than those in the COF₃ group (P<0.05). Vacuolar lipid droplets in adipocytes decreased, cytoplasm shrank, and inflammatory cells infiltrated in the COF₇ group after HE staining. The flow cytometry results showed that the proportions of CD4⁺ and CD8⁺T cells in adipocytes of the COF₃ group and the COF₇ group were increased compared to the corresponding control group, with a significant increase in the COF₇ group (P<0.05), and the CD4⁺/CD8⁺T ratio also significantly increased progressively in the two groups (P<0.05). The results of RT-qPCR showed that compared with the corresponding control group, the mRNA expression levels of NF-κB, NLRP3, Caspase 1, and IL-1β in adipose tissue of mice in the COF₃ group and the COF₇ group were significantly increased (P<0.05, P<0.01). The mRNA expression levels of mice in each exposure group gradually increased over time. The Western blot results showed that compared with the corresponding control group, the protein expressions of NLRP3 and Caspase 1 in the COF₃ group were significantly increased (P<0.01), and the expression of IL-1β protein also increased but without statistical significance. The protein expressions of NLRP3, Caspase 1, and IL-1β in the COF₇ group were significantly higher than those in the CON₇ group (P<0.05, P<0.01). Conclusion Acute exposure to cooking oil fumes can induce significant inflammatory response in adipose tissue, and the effect gradually increases with the extension of exposure time. The mechanism of action may be related to the activation of NLRP3 inflammasome signaling pathway.

Polycystic ovary syndrome(PCOS)is a heterogeneous disorder closely associated with reproductive endocrine dysfunction in the women.The etiology and pathogenesis of PCOS remain unclear.PCOS is the result of the combination of endocrine metabolic disorders,genetics,and environmental factors.Hyperandrogenemia(HA)and insulin resistance(IR)are the fundamental pathophysiological changes in the development of PCOS,and their interactions exacerbate the clinical manifestations of the PCOS patients.The family aggregation and twin study results confirm the genetic predisposition of PCOS;the genome-wide association study(GWAS)results confirm some risk loci and candidate genes of PCOS.The unhealthy lifestyle habits and environmental endocrine disruptors also play an important role in the progression of PCOS,and the gut microbita is involved in the pathogenesis of PCOS.This article provides a comprehensively retrospective analysis on the recent studies about PCOS,and reviews both internal factors and external factors related to the etiology and pathogenesis of PCOS.

Objective:To explore the efficacy and safety of endoscopic radial incision (ERI) for congenital membranous duodenal stenosis (MDS).Methods:The clinical data of 13 children with MDS receiving ERI in the Department of Gastroenterology of Xi'an Children's Hospital from May 2017 to December 2021 were reviewed and analyzed. The perioperative management, surgical procedures, postoperative complications and follow-up were summarized.Results:There were 5 boys and 8 girls with a median disease duration of 8 (2-20) months, and the median age of diagnosis was 13 months (5-30 months). The septum of 10 cases (10/13) was located in the descending part of the duodenum, and that of 3 cases (3/13) in the horizontal part. The papilla of 1 case (1/13) opened on the septum, that of 3 cases (3/13) within 5 cm of the mouth side of the septum, and that of 9 cases (9/13) within 5 cm of the anal side of the septum. The median diameter of the septal aperture was 3 mm (2-6 mm). All 13 children successfully underwent ERI with a median operation time of 20 min (15-32 min). The average surgical incision was 3 strokes (2-4 strokes), and the endoscope with outer diameter 9.9 mm could pass stenosis after ERI. The median incision diameter was 10 mm (10-12 mm). All patients achieved relief of clinical symptoms after ERI. One patient (1/13) suffered from the postoperative delayed bleeding, which was stopped by endoscopic titanium clamping. No intestinal perforation or duodenal papilla injury occurred, and median postoperative hospital stay was 6 days (5-10 days). The upper gastrointestinal angiogram and gastroscopy were repeated 3 months after ERI, and the median diameter of stenosis was 12 mm (10-15 mm), which was significantly dilated compared with before. The mean body weight increase at 1 month after ERI was 1.20 kg (0.50-1.80 kg), and the mean body weight increase at 3 months was 3.50 kg (2.50-4.00 kg), which reached the normal body weight of the same age.Conclusion:ERI is safe and effective for the treatment of MDS in children, and shows good clinical application and promotion value.

Objective To review the application of intelligent robots in the pain intervention of children,and identify the elements of the intervention,so as to guide future research and practice.Methods A literature search was performed in the PubMed,Cochrane Library,Embase,Web of Science,CINAHL,CNKI,Wanfang database,and CBM.Following the methodology of the scoping review,the retrieval time was from the establishment of the database to November 2023.The included studies were summarized and analyzed.Results A total of 10 articles were included,including 7 randomized controlled trials,2 quasi-experimental studies,and 1 mixed method research study.The working principles of intelligent robots in pain intervention for pediatric patients include distraction and pain empathy.Functions of intelligent robots included verbal interaction,limb motion,facial expression,and haptic recognition.Interventions included pre-intervention preparation,intervention content,and intervention duration,of which the intervention content included question-and-answer conversations,breathing exercises,recreation,and verbal encouragement,and the duration of the intervention ranged from 3 to 11 minutes.The outcome indicators included pain level,negative emotions,and feasibility.The results showed the positive feasibility of the application of intelligent robots in pain intervention for children,which may help to reduce the level of pain and improve children's negative emotions such as anxiety and distress.Conclusion Intelligent robots in the field of pain intervention of children present preliminary effects and feasibility.It is recommended that researchers should enrich the functions of intelligent robots,enhance human-robot interaction,carry out personalized interventions,and add physiological indexes as effect evaluation indexes to further validate its application effects.