1.Assessment of the predictive value of ultrasound imaging characteristics combined with clinical indicators for the prognosis of pancreatic ductal adenocarcinoma
Hua LIANG ; Ke LYU ; Yang GUI ; Xueqi CHEN ; Tianjiao CHEN ; Li TAN ; Menghua DAI ; Weibin WANG ; Junchao GUO ; Qiang XU ; Huanyu WANG ; Xiaoyi YAN ; Wanying JIA ; Yuming SHAO
Chinese Journal of Preventive Medicine 2025;59(10):1748-1755
Objective:To explore the value of ultrasound imaging characteristics combined with clinical indicators in assessing the prognosis of patients with pancreatic ductal adenocarcinoma (PDAC).Methods:A retrospective analysis was conducted for patients who underwent pancreatic contrast-enhanced ultrasound (CEUS) from September 2017 to October 2023 at Peking Union Medical College Hospital and were diagnosed with PDAC based on pathological findings. Various parameters were recorded, including CA19-9 levels, tumor size, location, morphologic features, echogenicity, presence of internal cystic components, dilatation of the main pancreatic duct, peripheral vascular invasion, CEUS characteristics, presence or absence of liver metastasis, and treatment methods. In April 2024, patient survival information was obtained through telephone follow-up or review of medical records. Based on the results of the cox regression model analysis, a nomogram model of the risk of death was developed. The receiver operating characteristic (ROC) curves were applied to evaluate the predictive efficacy of the model. The calibration curves were plotted to evaluate the accuracy of the model, and clinical decision curves were used to evaluate the clinical benefit of the model.Results:This study included a total of 207 patients with PDAC. As of April 2024, 71 patients were alive and 136 died, with a median survival time of 14 months (95% CI: 12 -17). Multivariate analysis confirmed that the elevated CA19-9 ( HR=1.689, 95% CI: 1.102-2.588), tumor size >4 cm ( HR=1.641, 95% CI: 1.159-2.322), taller-than-wide shapes ( HR=1.450, 95% CI: 1.019-2.065), incomplete hypo-enhancement ( HR=1.618, 95% CI: 1.100-2.380), and liver metastasis ( HR=1.687, 95% CI: 1.175-2.423) were independent risk factors for survival in patients with PDAC. A nomogram model was further constructed for 6-month, 12-month and 3-year survival of patients with PDAC. The areas under the ROC curve were 0.679, 0.705 and 0.815, respectively. The calibration curves suggested that the model was more accurate, and the clinical decision curves showed that the model had a better clinical benefit. Conclusion:The combined use of ultrasound imaging characteristics and clinical indicators could effectively predict the prognosis of PDAC patients. Specifically, tumor size >4 cm, taller-than-wide shapes, incomplete hypo-enhancement, elevated CA19-9, and the presence of liver metastasis are correlated with poorer survival outcomes. The nomogram model constructed on the basis of these factors can be used to assess the survival of patients with PDAC.
2.Exploration of Acupoint Selection Patterns in the Treatment of Diabetic Cardiac Autonomic Neuropathy Using Data Mining Techniques
Mengru YAN ; Xiaoxue YANG ; Xueqi HU ; Hongli WANG ; Sicong LIN ; Haomin HUANG ; Shufang CHU
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(7):1719-1725
Objective To investigate the acupoint selection patterns for treating diabetic cardiac autonomic neuropathy(DCAN)using data mining techniques,providing evidence for clinical practice.Methods Literature on acupuncture treatment for DCAN was retrieved from CNKI,Wanfang,VIP,and PubMed.The publication dates of the included literature ranged from the inception of each database to April 2024.Descriptive analysis,association rule analysis,and cluster analysis were performed on acupoint prescriptions,with the selection patterns of meridians and acupoints were summarized.Results A total of 27 articles were included,involving 18 acupoints.The top 10 high-frequency acupoints were Neiguan(PC6),Xinshu(BL15),Pishu(BL20),Zusanli(ST36),Sanyinjiao(SP6),Shenmen(HT7),Taixi(KI3),Lingtai(GV10),Shendao(GV11),and Shenshu(BL23).The primary meridians selected were the bladder meridian of foot-taiyang and the pericardium meridian of hand-jueyin.Specific acupoint categories predominantly included back-shu points and five transport points.Association rule and cluster analyses identified core acupoint combinations centered on Xinshu,Neiguan,Pishu,and Zusanli.Conclusion The core acupoint combination for treating DCAN with acupuncture comprises Xinshu,Neiguan,Pishu,and Zusanli.
3.Data Mining in the Medication Rules of Li Huilin in Treating Hashimoto's Thyroiditis Complicated with Hypothyroidism
Xiaoxue YANG ; Chenyang WANG ; Mengru YAN ; Hongli WANG ; Xueqi HU ; Shufang CHU ; Huilin LI
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(7):1779-1785
Objective To explore the medication rules of Professor Li Huilin in treating Hashimoto's thyroiditis(HT)complicated with hypothyroidism using data mining techniques based on the R language.Methods Prescription data of the patients with HT complicated with hypothyroidism treated by Professor Li Huilin in outpatient clinics from March 2023 to March 2024 were collected.A database was established using Microsoft Excel 2021,and R language was employed to analyze the frequency,efficacy,properties and flavors,and meridian tropism of the medicinals from Chinese herbal prescriptions.Additionally,correlation analysis,association rule analysis,and cluster analysis were performed on the medicines from Chinese herbal prescriptions.Results A total of 57 Chinese herbal prescriptions involving 125 medicinals with 782 medication frequencies were included.The top 10 frequently-used medicinals were Glycyrrhizae Radix et Rhizoma Praeparata cum Melle(Zhigancao),Angelicae Sinensis Radix(Danggui),Atractylodis Macrocephalae Rhizoma(Baizhu),Astragali Radix(Huangqi),Bupleuri Radix(Chaihu),Cinnamomi Ramulus(Guizhi),Leonuri Herba(Yimucao),Paeoniae Radix Alba(Baishao),Poria(Fuling),and Fici Simplicissimae Radix(Wuzhimaotao).Most of the medicinals had therapeutic action of tonifying deficiency.The analysis of properties and flavors showed that the majority of medicinals were mild or warm in nature,and sweet in flavor.The top three meridians having the tropism of medicinals were the liver,lung,and spleen meridians.Correlation analysis identified five strongly-correlated herbal combinations.Association rule mining revealed a core herbal combination consisting of seven medicinals of Zhigancao,Huangqi,Danggui,Chaihu,Codonopsis Radix(Dangshen),Baizhu,and Cyperi Rhizoma(Xiangfu).Cluster analysis of medicinals with a frequency of≥5 yielded five groups of herbal combination.Conclusion For the treatment of HT complicated with hypothyroidism,Professor Li Huilin follows the principle of addressing the root cause of the disease,and focuses on strengthening the spleen and replenishing qi.Moreover,attention is given to soothing the liver and regulating qi,harmonizing qi and blood simultaneously,and treating symptoms and root cause simultaneously.
4.Assessment of the predictive value of ultrasound imaging characteristics combined with clinical indicators for the prognosis of pancreatic ductal adenocarcinoma
Hua LIANG ; Ke LYU ; Yang GUI ; Xueqi CHEN ; Tianjiao CHEN ; Li TAN ; Menghua DAI ; Weibin WANG ; Junchao GUO ; Qiang XU ; Huanyu WANG ; Xiaoyi YAN ; Wanying JIA ; Yuming SHAO
Chinese Journal of Preventive Medicine 2025;59(10):1748-1755
Objective:To explore the value of ultrasound imaging characteristics combined with clinical indicators in assessing the prognosis of patients with pancreatic ductal adenocarcinoma (PDAC).Methods:A retrospective analysis was conducted for patients who underwent pancreatic contrast-enhanced ultrasound (CEUS) from September 2017 to October 2023 at Peking Union Medical College Hospital and were diagnosed with PDAC based on pathological findings. Various parameters were recorded, including CA19-9 levels, tumor size, location, morphologic features, echogenicity, presence of internal cystic components, dilatation of the main pancreatic duct, peripheral vascular invasion, CEUS characteristics, presence or absence of liver metastasis, and treatment methods. In April 2024, patient survival information was obtained through telephone follow-up or review of medical records. Based on the results of the cox regression model analysis, a nomogram model of the risk of death was developed. The receiver operating characteristic (ROC) curves were applied to evaluate the predictive efficacy of the model. The calibration curves were plotted to evaluate the accuracy of the model, and clinical decision curves were used to evaluate the clinical benefit of the model.Results:This study included a total of 207 patients with PDAC. As of April 2024, 71 patients were alive and 136 died, with a median survival time of 14 months (95% CI: 12 -17). Multivariate analysis confirmed that the elevated CA19-9 ( HR=1.689, 95% CI: 1.102-2.588), tumor size >4 cm ( HR=1.641, 95% CI: 1.159-2.322), taller-than-wide shapes ( HR=1.450, 95% CI: 1.019-2.065), incomplete hypo-enhancement ( HR=1.618, 95% CI: 1.100-2.380), and liver metastasis ( HR=1.687, 95% CI: 1.175-2.423) were independent risk factors for survival in patients with PDAC. A nomogram model was further constructed for 6-month, 12-month and 3-year survival of patients with PDAC. The areas under the ROC curve were 0.679, 0.705 and 0.815, respectively. The calibration curves suggested that the model was more accurate, and the clinical decision curves showed that the model had a better clinical benefit. Conclusion:The combined use of ultrasound imaging characteristics and clinical indicators could effectively predict the prognosis of PDAC patients. Specifically, tumor size >4 cm, taller-than-wide shapes, incomplete hypo-enhancement, elevated CA19-9, and the presence of liver metastasis are correlated with poorer survival outcomes. The nomogram model constructed on the basis of these factors can be used to assess the survival of patients with PDAC.
5.Clinical characteristics and prognostic analysis of neonatal chylothorax
Yan CHEN ; Xueqi LI ; Zixin YANG ; Xiying XIANG ; Yujie QI ; Mingyan HEI
Chinese Journal of Neonatology 2024;39(4):209-212
Objective:To investigate the clinical characteristics and prognosis of neonatal chylothorax.Methods:The clinical data of newborns diagnosed with chylothorax from June 2016 to June 2023 in Neonatal Center of Beijing Children's Hospital were retrospectively analyzed, and divided into congenital group and acquired group according to the pathogenesis of chylothorax. The clinical characteristics, treatment methods and prognosis of the two groups were compared.Results:A total of 23 cases were included, including 17 cases (73.9%) in the congenital group and 6 cases (26.1%) in the acquired group. There was no significant difference in gender, gestational age and birth weight between the two groups ( P>0.05). Compared with the acquired group, the proportion of lymphocytes (97.0% vs. 85.0%), the use of erythromycin (7/17 vs. 1/6) and octreotide (9/17 vs. 1/6) and special formula milk feeding (13/17 vs. 2/6) were higher in the congenital group; the proportion of right hydrothorax (1/17 vs. 3/6), invasive mechanical ventilation (6/17 vs. 6/6) and breastfeeding (0/17 vs. 3/6) were lower in the congenital group ( P<0.05). There were no significant differences in terms of the white blood cell count in pleural fluid and plasma protein content, incidence of bilateral and left pleural fluid, proportion of closed thoracic drainage, maximum daily drainage volume, drainage duration, total drainage volume, albumin utilization rate, length of stay and survival rate between the two groups ( P>0.05). 18 cases of pleural effusion absorption without recurrence after conservative treatment; 5 cases died, of which 4 cases died after their parents abandoned treatment, and 1 case died of neonatal necrotizing enterocolitis after thoracic duct ligation surgery. Conclusions:Congenital chylothorax and acquired chylothorax were similar in severity, course of disease and overall prognosis. The utilization rate of erythromycin and octreotide in congenital chylothorax was higher than that in acquired chylothorax. The neonatal chylothorax is usually with an overall good prognosis.
6.Construction of nutrition management plan for chronic kidney disease patients based on nutritional care procedure and model
Xueqi TIAN ; Zhenxiang LI ; Yan KONG ; Kejing ZONG ; Yanzheng LIU ; Jing ZHANG
Chinese Journal of Modern Nursing 2024;30(15):2008-2014
Objective:To build a systematic and standardized nutrition management plan for patients with chronic kidney disease.Methods:Based on the nutrition care procedure and model, a preliminary draft of a nutrition management plan for chronic kidney disease patients was developed through a literature search, quality evaluation, and group discussions. After two rounds of expert consultation and revision of the preliminary draft of the nutrition management plan, the final plan was formed.Results:A total of 32 experts were invited to complete two rounds of consultation. In two rounds of expert consultation, 32 questionnaires were distributed, and 32 and 31 valid questionnaires were collected, with valid response rates of 100.0% and 96.9%, respectively. The expert authority coefficients were 0.853 and 0.871, respectively. The final nutrition management plan for chronic kidney disease patients included six first-level items of nutrition management personnel: nutrition risk screening, nutrition assessment, nutrition treatment, nutrition monitoring, and nutrition health education, with 23 second-level and 52 third-level items.Conclusions:The constructed nutrition management plan for chronic kidney disease patients is scientific and can provide a reference for nutrition guidance.
7.Exploratory analysis of gut microbiota differences in patients with bronchial asthma of different inflammatory types
Wei YAN ; Xueqi LI ; Beibei LIU ; Xiaoyan SUN ; Wenying WU ; Ning SHEN
Chinese Journal of Internal Medicine 2024;63(6):605-612
Objective:To observe the characteristics and differences of gut microbiota in asthma patients with different inflammatory types through metagenomic analysis.Methods:Adults aged ≥18 years who visited the Respiratory Clinic of Peking University Third Hospital from August 1, 2021 to August 31, 2022 and were primarily diagnosed with asthma were selected as the study subjects. Finally, 29 patients with stable asthma were included. Fresh fecal samples were collected and the fecal DNA was extracted for high-throughput 16sRNA sequencing of gut microbiota. The diversity and community structure of gut microbiota in different groups of asthma patients were compared, and the species differences were analyzed through random forest and LEfSe analysis.Results:There were sex-based differences in asthma patients with different types of inflammation, and the proportion of female patients was higher in neutrophilic asthma patients ( χ2=4.14, P=0.042). There was no significant intergroup difference in the alpha diversity of gut microbiota among asthma patients with different inflammatory types, but there were significant differences in the microbiome. Patients with neutrophilic asthma had higher relative abundance of Bacillales ( P=0.029) and Oscillospiraceae ( P=0.015). In species LEfSe analysis, patients with eosinophilic asthma had a higher relative abundance of fungi. Conclusion:There are intergroup differences in the gut microbiota of asthma patients with different inflammation types, and fungi are biomarkers that distinguish the differences in gut microbiota between patients with eosinophilic asthma and neutrophilic asthma.
8.Contrast-enhanced ultrasound for evaluating blood supply pattern of pancreatic ductal adenocarcinoma
Wanying JIA ; Yang GUI ; Xueqi CHEN ; Tianjiao CHEN ; Yuming SHAO ; Xiaoyi YAN ; Huanyu WANG ; Hua LIANG ; Tianrui YANG ; Bo KONG ; Jing ZHANG ; Li TAN ; Ke LYU
Chinese Journal of Medical Imaging Technology 2024;40(12):1861-1866
Objective To observe the value of contrast-enhanced ultrasound(CEUS)for evaluating blood supply pattern of pancreatic ductal adenocarcinoma(PDAC).Methods A total of 210 single PDAC patients proved by pathology who underwent CEUS and contrast enhanced CT(CECT)examination were retrospectively enrolled.Blood supply patterns of PDAC,i.e.deficient or rich blood supply were evaluated based on findings of CEUS 25 s(CEUS-25 s)and 35 s(CEUS-35 s)after contrast agents injection and CECT,respectively.The evaluation results were compared among different methods.Disease free survival(DFS)and overall survival(OS)of patients with deficient and rich blood supply PDAC shown on CEUS-25 s were followed up and compared.Results CEUS-25 s found 60.00%(126/210)PDAC with deficient blood supply(poor blood supply group),while 40.00%(84/210)with rich blood supply(rich blood supply group).CEUS-35 s showed that the proportion deficient blood supply PDAC increased to 70.48%(148/210,P<0.05),22 lesions changed from rich blood supply pattern on CEUS-25 s to deficient blood supply pattern.CECT displayed deficient blood supply in 91.90%(193/210)PDAC but rich blood supply in 8.10%(17/210)PDAC,both being significant different compared with results of CEUS-25 s and CEUS-35 s(both P<0.05).Fifteen-five cases in deficient blood supply group and 39 in rich blood supply group completed 12(8,25)months'follow-up,and the median DFS of patients in deficient blood supply group and rich blood supply group was 8(6,10)and 12(7,17)months,respectively,with the median OS of 14(9,17)and 19(16,24)months,respectively.The median DFS and OS in poor blood supply group were both shorter than those in rich blood supply group(x2=17.227,27.166,both P<0.001).Conclusion CEUS had important clinical value for evaluating blood supply pattern of PDAC.
9.Contrast-enhanced ultrasound for evaluating blood supply pattern of pancreatic ductal adenocarcinoma
Wanying JIA ; Yang GUI ; Xueqi CHEN ; Tianjiao CHEN ; Yuming SHAO ; Xiaoyi YAN ; Huanyu WANG ; Hua LIANG ; Tianrui YANG ; Bo KONG ; Jing ZHANG ; Li TAN ; Ke LYU
Chinese Journal of Medical Imaging Technology 2024;40(12):1861-1866
Objective To observe the value of contrast-enhanced ultrasound(CEUS)for evaluating blood supply pattern of pancreatic ductal adenocarcinoma(PDAC).Methods A total of 210 single PDAC patients proved by pathology who underwent CEUS and contrast enhanced CT(CECT)examination were retrospectively enrolled.Blood supply patterns of PDAC,i.e.deficient or rich blood supply were evaluated based on findings of CEUS 25 s(CEUS-25 s)and 35 s(CEUS-35 s)after contrast agents injection and CECT,respectively.The evaluation results were compared among different methods.Disease free survival(DFS)and overall survival(OS)of patients with deficient and rich blood supply PDAC shown on CEUS-25 s were followed up and compared.Results CEUS-25 s found 60.00%(126/210)PDAC with deficient blood supply(poor blood supply group),while 40.00%(84/210)with rich blood supply(rich blood supply group).CEUS-35 s showed that the proportion deficient blood supply PDAC increased to 70.48%(148/210,P<0.05),22 lesions changed from rich blood supply pattern on CEUS-25 s to deficient blood supply pattern.CECT displayed deficient blood supply in 91.90%(193/210)PDAC but rich blood supply in 8.10%(17/210)PDAC,both being significant different compared with results of CEUS-25 s and CEUS-35 s(both P<0.05).Fifteen-five cases in deficient blood supply group and 39 in rich blood supply group completed 12(8,25)months'follow-up,and the median DFS of patients in deficient blood supply group and rich blood supply group was 8(6,10)and 12(7,17)months,respectively,with the median OS of 14(9,17)and 19(16,24)months,respectively.The median DFS and OS in poor blood supply group were both shorter than those in rich blood supply group(x2=17.227,27.166,both P<0.001).Conclusion CEUS had important clinical value for evaluating blood supply pattern of PDAC.
10.Meta-integration of qualitative research on exercise promoting and hindering factors in patients with chronic kidney disease
Xueqi TIAN ; Zhenxiang LI ; Yan KONG ; Qi ZHANG ; Yujie LIU ; Jing LI ; Baosheng ZHAO ; Jing ZHANG
Chinese Journal of Practical Nursing 2023;39(33):2627-2634
Objective:To systematically evaluate the factors that promote and hinder exercise in patients with chronic kidney disease, and to provide reference for exercise intervention.Methods:The Cochrane Library,Web of Science, PubMed, Embase, CNKI, Wanfang, VIP and China Biomedical Literature Database were searched for qualitative researches on the promoting and hindering factors of exercise in patients with chronic kidney disease.The retrieval period was from the establishment of the database to January 2022. Qualitative Research Authenticity Evaluation Tool (version 2016) from JBI Evidence-Based Health Care Center was used to evaluate the quality of the literatures, and Meta-integration was used to analyze the results.Results:A total of 10 articles were included and 60 results were extracted, which were grouped into 8 new categories and integrated into 2 results:the promoting factors included personal exercise motivation,exercise self-efficacy stimulation,physical and psychological benefits and good social support;the hindering factors included disease and treatment factors,low exercise self-efficacy,fear of exercise risk and weak social support.Conclusions:Exercise of patients with chronic kidney disease is affected by many factors, so we should deeply understand the actual situation of patients,pay attention to the core factors affecting exercise, and improve the health of patients.

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