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.Recent advance in mechanism of lactylation modification in central nervous system diseases
Xueqi WANG ; Mei YANG ; Jin TANG ; Yajing FENG ; Feng ZHU
Chinese Journal of Neuromedicine 2025;24(7):746-752
Lactate, the end product of glycolysis within the central nervous system (CNS), functions not only as a crucial neuronal energy source but also as a potent signaling molecule. Recently, lactate-mediated protein lactylation has been recognized as a novel post-translational modification influencing CNS pathophysiology. Lactate-mediated protein lactoylation modification regulates key pathological processes such as neuroinflammation and oxidative stress by modulating the structure and function of histones and non-histones, thereby influencing the occurrence and development of CNS diseases. This article reviews the research progress on mechanism of lactylation modification in CNS diseases, aiming to explore the regulatory potential of lactylation modification in CNS diseases and provide new ideas for the study of CNS diseases.
3.Relationship between gene mutations and clinicopathological characteristics in patients with non-small cell lung cancer based on high-throughput sequencing
Xueqi YANG ; Zhenwu DU ; Bohong LIU ; Qisheng PANG ; Xuyuan QIN ; Guizhen ZHANG
International Journal of Laboratory Medicine 2025;46(21):2613-2620
Objective To explore the detection rate and distribution characteristics of gene mutations in pa-tients with non-small cell lung cancer,and to analyze their relationship with clinicopathological characteristics.Methods The genetic testing results and clinicopathological data of 213 patients with non-small cell lung cancer who underwent high-throughput genetic testing at the Gene Detection Center,Changchun Cancer Hos-pital from April 2020 to December 2023 were collected.High-throughput sequencing technology was used to detect mutations in 26 genes,and the relationship between the mutation frequency and its distribution and the clinicopathological characteristics of patients was analyzed.Results Among 213 patients with non-small cell lung cancer,192 cases(90.14%)had at least one gene mutation detected.Among them,the genes with rela-tively high mutation frequencies were TP53(60.56%),EGFR(46.48%),KRAS(14.55%),ALK fusion(11.74%),and PIK3CA(8.92%).There were 132 cases(30.28%)of evidence level for Class 1 drugs and 11 cases(2.52%)of evidence level for Class 2 drugs.The incidence of EGFR gene mutations was higher in women,non-smokers and patients with lung adenocarcinoma(P<0.05).TP53 mutations usually occured in women,smokers and patients with stage Ⅳ.ALK mutations were more common in young patients,while KRAS mutations were more frequently seen in male smokers.Conclusion Analyzing the distribution charac-teristics of gene mutations in non-small cell lung cancer and their relationship with clinicopathological charac-teristics can provide a scientific basis for further optimizing genetic testing for patients with non-small cell lung cancer and offer guidance for clinical treatment.
4.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.
5.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.
6.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.
7.Contrast-enhanced ultrasound manifestations of nontumorous intrahepatic vascular shunts
Tianjiao CHEN ; Ke LYU ; Yang GUI ; Xueqi CHEN ; Yuxin JIANG
Chinese Journal of Medical Imaging Technology 2025;41(2):263-267
Objective To observe contrast-enhanced ultrasound(CEUS)manifestations of nontumorous intrahepatic vascular shunts.Methods Data of 11 patients with intrahepatic vascular shunts were retrospectively analyzed,including 3 cases of intrahepatic arteriovenous shunts,3 cases of hepatic arterioportal shunts,1 case of intrahepatic arterioportal shunt complicated with intrahepatic arteriovenous shunt and 4 cases of intrahepatic portosystemic shunts.The conventional ultrasound and CEUS manifestations were observed.Results In 3 cases of intrahepatic arteriovenous shunts and 3 cases of hepatic arterioportal shunts,CEUS showed early enhancement of draining veins,early enhancement of local liver parenchyma without washout,while conventional ultrasound showed partial shunts in 2 cases with continuous enhancement showed on CEUS.The findings of 1 case of intrahepatic arterioportal shunt complicated with intrahepatic arteriovenous shunt were similar to the above two.Among 4 cases of intrahepatic portosystemic shunts,conventional ultrasound displayed all shunts,continuous enhancement of the draining hepatic vein and shunts were observed with CEUS,and transient low enhancement of local liver parenchyma were noticed in 2 cases.Conclusion Nontumorous intrahepatic vascular shunts could be divided into microscopic shunts that ultrasound could not directly display and shunts ultrasound could display.The former was characterized by early enhancement of the draining vein(portal vein or hepatic vein)on CEUS,some with early enhancement and no washout of local liver parenchyma.The latter was characterized by continuous enhancement of drainage vein and shunts,with or without transient low enhancement of local liver parenchyma.
8.Contrast-enhanced ultrasound manifestations of nontumorous intrahepatic vascular shunts
Tianjiao CHEN ; Ke LYU ; Yang GUI ; Xueqi CHEN ; Yuxin JIANG
Chinese Journal of Medical Imaging Technology 2025;41(2):263-267
Objective To observe contrast-enhanced ultrasound(CEUS)manifestations of nontumorous intrahepatic vascular shunts.Methods Data of 11 patients with intrahepatic vascular shunts were retrospectively analyzed,including 3 cases of intrahepatic arteriovenous shunts,3 cases of hepatic arterioportal shunts,1 case of intrahepatic arterioportal shunt complicated with intrahepatic arteriovenous shunt and 4 cases of intrahepatic portosystemic shunts.The conventional ultrasound and CEUS manifestations were observed.Results In 3 cases of intrahepatic arteriovenous shunts and 3 cases of hepatic arterioportal shunts,CEUS showed early enhancement of draining veins,early enhancement of local liver parenchyma without washout,while conventional ultrasound showed partial shunts in 2 cases with continuous enhancement showed on CEUS.The findings of 1 case of intrahepatic arterioportal shunt complicated with intrahepatic arteriovenous shunt were similar to the above two.Among 4 cases of intrahepatic portosystemic shunts,conventional ultrasound displayed all shunts,continuous enhancement of the draining hepatic vein and shunts were observed with CEUS,and transient low enhancement of local liver parenchyma were noticed in 2 cases.Conclusion Nontumorous intrahepatic vascular shunts could be divided into microscopic shunts that ultrasound could not directly display and shunts ultrasound could display.The former was characterized by early enhancement of the draining vein(portal vein or hepatic vein)on CEUS,some with early enhancement and no washout of local liver parenchyma.The latter was characterized by continuous enhancement of drainage vein and shunts,with or without transient low enhancement of local liver parenchyma.
9.Recent advance in mechanism of lactylation modification in central nervous system diseases
Xueqi WANG ; Mei YANG ; Jin TANG ; Yajing FENG ; Feng ZHU
Chinese Journal of Neuromedicine 2025;24(7):746-752
Lactate, the end product of glycolysis within the central nervous system (CNS), functions not only as a crucial neuronal energy source but also as a potent signaling molecule. Recently, lactate-mediated protein lactylation has been recognized as a novel post-translational modification influencing CNS pathophysiology. Lactate-mediated protein lactoylation modification regulates key pathological processes such as neuroinflammation and oxidative stress by modulating the structure and function of histones and non-histones, thereby influencing the occurrence and development of CNS diseases. This article reviews the research progress on mechanism of lactylation modification in CNS diseases, aiming to explore the regulatory potential of lactylation modification in CNS diseases and provide new ideas for the study of CNS diseases.
10.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.

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