1.Visualization analysis of macrophage polarization in tissue repair process
Jinxia CHANG ; Yufei LIU ; Shaohui NIU ; Chang WANG ; Jianchun CAO
Chinese Journal of Tissue Engineering Research 2025;29(7):1486-1496
BACKGROUND:During tissue repair and regeneration,macrophages exhibit multiple activities such as promoting inflammation,anti-inflammation,fibrosis,and wound healing at various stages of tissue damage.The heterogeneity and balanced polarization of macrophages are decisive in organ repair. OBJECTIVE:To explore the research hotspots and development trends in the field of macrophage polarization in tissue repair through visualization analysis methods,as well as the research level of global scientific and clinical workers in this field. METHODS:Using bibliometric analysis methods,this study employed Citespace literature visualization analysis software and VOSviewer tools,retrieving related literature from 2013 to 2023 in the Web of Science Core Collection's Science Citation Index Expanded(SCI-Expanded)and Social Sciences Citation Index Expanded(SSCI-Expanded)databases.The analysis results were presented in a dynamic map format,revealing the main trends and focuses of the research. RESULTS AND CONCLUSION:The number of publications in this field had dramatically increased from 2013 to 2023,with a significant rise starting in 2017.Chinese researchers had the highest number of publications,with 642 papers,while American researchers began focusing on this field early on.Professor Elisseeff Hennifer H had made a substantial contribution to the research in this area.Shanghai Jiao Tong University had produced the most publications.In recent years,keywords such as"hyaluronic acid"and"regulation"had been prevalent.Macrophage polarization research in tissue repair primarily concentrates on its multifunctional regulatory mechanisms,interactions with other cell types,and its behavior under specific pathological conditions.The main research areas include the role of macrophages in wound healing,cardiovascular diseases,chronic inflammation,tumor microenvironments,and regenerative medicine.A deeper understanding of the multifunctionality and polarization mechanisms of macrophages can lead to the development of new therapeutic strategies to enhance tissue repair and regeneration,thereby improving patient treatment outcomes.
2.Prescribing rate, healthcare utilization, and expenditure of older adults using potentially inappropriate medications in China: A nationwide cross-sectional study.
Zinan ZHAO ; Mengyuan FU ; Can LI ; Zhiwen GONG ; Ting LI ; Kexin LING ; Huangqianyu LI ; Jianchun LI ; Weihang CAO ; Dongzhe HONG ; Xin HU ; Luwen SHI ; Xiaodong GUAN ; Pengfei JIN
Chinese Medical Journal 2025;138(23):3163-3167
BACKGROUND:
The use of potentially inappropriate medications (PIMs) is a major concern for medication safety as it may entail more harm than potential benefits for older adults. This study aimed to explore the prescribing rate, healthcare utilization, and expenditure of older adults using PIMs in China.
METHODS:
A cross-sectional analysis was conducted using a national representative database of all medical insurance beneficiaries across China, extracting ambulatory visit records of adults aged 65 years and above between 2015 and 2017. Descriptive analysis was conducted to measure the rate of patients exposed to PIM, prescribing rate of each PIM, average annual outpatient visits per patient, average total medication costs for each visit, average annual cost of PIMs for each patient, and average annual medication costs for each patient. Generalized linear model with logit link function and binomial distribution was used to examine the adjusted associations between PIMs and independent variables.
RESULTS:
In total, 845,278 (33.2%) participants were identified to be exposed to at least one PIM. Patients aged 75-84 years (38.1%, 969,809/2,545,430) and ≥85 years (37.9%, 964,718/2,545,430) were more likely to be prescribed with PIMs. Beneficiaries of the Urban Employee Basic Medical Insurance (UEBMI) and living in eastern and southern regions were more frequently prescribed with PIMs. Compared with patients without PIM exposure (7.5 visits, drug cost of RMB 1545.0 Yuan), patients with PIM exposure showed higher adjusted average annual number of outpatient visits (10.7 visits, β = 3.228, 95% confidence interval [CI] = 3.196-3.261) and higher annual drug costs (RMB 2461.8 Yuan, Coef. = 916.864, 95% CI = RMB 906.292-927.436 Yuan).
CONCLUSIONS
The results showed that the use of PIM among older adults was common in China. This study suggests that the use of PIM could be considered as a clear target, pending multidimensional efforts, to promote rational prescribing for older adults.
Humans
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Aged
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Cross-Sectional Studies
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Aged, 80 and over
;
Male
;
Female
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China
;
Inappropriate Prescribing/economics*
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Patient Acceptance of Health Care/statistics & numerical data*
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Potentially Inappropriate Medication List/statistics & numerical data*
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Health Expenditures/statistics & numerical data*
3.Ultrasound radiomics combined with machine learning for early diagnosis of seronegative hashimoto’s thyroiditis
Wenjun WU ; Chang LIU ; Shengsheng YAO ; Daming LIU ; Yuan LUO ; Yihan SUN ; Ting RUAN ; Mengyou LIU ; Li SHI ; Mingming XIAO ; Qi ZHANG ; Zhengshuai LIU ; Xingai JU ; Jiahao WANG ; Xiang FEI ; Li LU ; Yang GAO ; Ying ZHANG ; Liying GONG ; Xuanyu CHEN ; Wanli ZHENG ; Xiali NIU ; Xiao YANG ; Huimei CAO ; Shijie CHANG ; Zuoxin MA ; Jianchun CUI
Chinese Journal of Endocrine Surgery 2025;19(3):313-319
Objective:To evaluate the value of ultrasound radiomics combined with machine learning for early diagnosis of seronegative Hashimoto’s thyroiditis (SN-HT) .Methods:This retrospective study included 164 patients from Liaoning Provincial People’s Hospital , Lixin County People’s Hospital, Linghai Dalinghe Hospital, Fengcheng Phoenix Hospital, who underwent thyroidectomy for solitary nodules with normal thyroid function between Nov. 2016 and Jan. 2024. Postoperative pathology confirmed Hashimoto’s thyroiditis (HT) in some cases, who were further categorized into antibody-positive and antibody-negative groups based on serum antibody status. Patients without Hashimoto’s thyroiditis served as the control group. A total of 298 ultrasound images were analyzed. Radiomics features were extracted from hypoechoic non-nodular areas within 0.5 cm surrounding the tumor. Two senior pathologists and two senior ultrasound physicians independently assessed lymphocytic infiltration, eosinophilic changes of follicular epithelium, and the proportion of hypoechoic areas in pathology and ultrasound images, respectively. A machine learning model, CCH-NET, was developed using linear regression and t-distributed stochastic neighbor embedding (t-SNE) techniques. The dataset was divided into a training set (80%) and a validation set (20%) to compare the diagnostic accuracy of CCH-NET with that of senior ultrasound physicians. Results:In internal validation, CCH-NET achieved a diagnostic accuracy of 88.89% for both antibody-positive and antibody-negative groups, significantly higher than the 66.67% accuracy of senior ultrasound physicians ( P<0.01). In external validation, CCH-NET achieved 75.00% and 66.67% accuracy for the two groups, compared to 50.00% by senior ultrasound physicians. For the control group, both methods achieved 93.33% accuracy. The AUC of CCH-NET was 0.848, outperforming senior ultrasound physicians (0.681) ,demonstrating superior diagnostic performance. Conclusion:The radiomics-based CCH-NET model, using non-nodular hypoechoic areas as a specific indicator, can accurately identify early SN-HT in euthyroid patients. It significantly outperforms senior ultrasound physicians, improving diagnostic accuracy and reducing missed diagnoses.
4.Abnormal Resting-State Percent Amplitude of Fluctuation and Functional Connectivity in Primary Insomnia Patients
Bingqing DONG ; Yujie JIANG ; Juntao CAO ; Jianchun TU ; Hui ZHANG
Chinese Journal of Medical Imaging 2025;33(8):811-815,821
Purpose To explore the changes of brain function and network in primary insomnia(PI)patients using the percent amplitude of fluctuation(perAF)combined with functional connectivity(FC).Materials and Methods A total of 51 PI patients and 45 normal controls underwent resting functional magnetic resonance scans in Kunshan Traditional Chinese Medicine Hospital from November 2019 to December 2022,then the perAF value and FC in brain regions of different perAF value between the two groups was analyzed.Pearson correlation analysis was used to investigate the relationships between the altered perAF values and insomnia years,Pittsburgh sleep quality index and Montreal cognitive assessment.Results Compared with healthy group,PI patients had increased perAF values in the left prefrontal lobe(-42 9 45)and decreased perAF values in the right parahippocampal gyrus(27-12-27)[Gaussian random field(GRF)correction,voxel-wise P<0.001,cluster-level P<0.05].FC analysis showed that the right parahippocampal gyrus of PI patients exhibited significantly increased FC with the left middle temporal gyrus,inferior temporal gyrus(-57-15-33)and the left middle occipital gyrus(-30-78 27)(GRF corrected,voxel-wise P<0.001,cluster-level P<0.05).It was noteworthy that the perAF values of the right parahippocampal gyrus were positively correlated with Montreal cognitive assessment of PI patients(r=0.428,P=0.002).Conclusion Specific brain areas in PI patients may exhibit aberrant neuronal activity,mainly manifested as decreased perAF value in the right parahippocampal gyrus,which was increased FC with the left middle temporal gyrus,inferior temporal gyrus and the left middle occipital gyrus.These discoveries may be the core of the mechanism of impaired brain function in PI patients.
5.Abnormal Resting-State Percent Amplitude of Fluctuation and Functional Connectivity in Primary Insomnia Patients
Bingqing DONG ; Yujie JIANG ; Juntao CAO ; Jianchun TU ; Hui ZHANG
Chinese Journal of Medical Imaging 2025;33(8):811-815,821
Purpose To explore the changes of brain function and network in primary insomnia(PI)patients using the percent amplitude of fluctuation(perAF)combined with functional connectivity(FC).Materials and Methods A total of 51 PI patients and 45 normal controls underwent resting functional magnetic resonance scans in Kunshan Traditional Chinese Medicine Hospital from November 2019 to December 2022,then the perAF value and FC in brain regions of different perAF value between the two groups was analyzed.Pearson correlation analysis was used to investigate the relationships between the altered perAF values and insomnia years,Pittsburgh sleep quality index and Montreal cognitive assessment.Results Compared with healthy group,PI patients had increased perAF values in the left prefrontal lobe(-42 9 45)and decreased perAF values in the right parahippocampal gyrus(27-12-27)[Gaussian random field(GRF)correction,voxel-wise P<0.001,cluster-level P<0.05].FC analysis showed that the right parahippocampal gyrus of PI patients exhibited significantly increased FC with the left middle temporal gyrus,inferior temporal gyrus(-57-15-33)and the left middle occipital gyrus(-30-78 27)(GRF corrected,voxel-wise P<0.001,cluster-level P<0.05).It was noteworthy that the perAF values of the right parahippocampal gyrus were positively correlated with Montreal cognitive assessment of PI patients(r=0.428,P=0.002).Conclusion Specific brain areas in PI patients may exhibit aberrant neuronal activity,mainly manifested as decreased perAF value in the right parahippocampal gyrus,which was increased FC with the left middle temporal gyrus,inferior temporal gyrus and the left middle occipital gyrus.These discoveries may be the core of the mechanism of impaired brain function in PI patients.
6.Ultrasound radiomics combined with machine learning for early diagnosis of seronegative hashimoto’s thyroiditis
Wenjun WU ; Chang LIU ; Shengsheng YAO ; Daming LIU ; Yuan LUO ; Yihan SUN ; Ting RUAN ; Mengyou LIU ; Li SHI ; Mingming XIAO ; Qi ZHANG ; Zhengshuai LIU ; Xingai JU ; Jiahao WANG ; Xiang FEI ; Li LU ; Yang GAO ; Ying ZHANG ; Liying GONG ; Xuanyu CHEN ; Wanli ZHENG ; Xiali NIU ; Xiao YANG ; Huimei CAO ; Shijie CHANG ; Zuoxin MA ; Jianchun CUI
Chinese Journal of Endocrine Surgery 2025;19(3):313-319
Objective:To evaluate the value of ultrasound radiomics combined with machine learning for early diagnosis of seronegative Hashimoto’s thyroiditis (SN-HT) .Methods:This retrospective study included 164 patients from Liaoning Provincial People’s Hospital , Lixin County People’s Hospital, Linghai Dalinghe Hospital, Fengcheng Phoenix Hospital, who underwent thyroidectomy for solitary nodules with normal thyroid function between Nov. 2016 and Jan. 2024. Postoperative pathology confirmed Hashimoto’s thyroiditis (HT) in some cases, who were further categorized into antibody-positive and antibody-negative groups based on serum antibody status. Patients without Hashimoto’s thyroiditis served as the control group. A total of 298 ultrasound images were analyzed. Radiomics features were extracted from hypoechoic non-nodular areas within 0.5 cm surrounding the tumor. Two senior pathologists and two senior ultrasound physicians independently assessed lymphocytic infiltration, eosinophilic changes of follicular epithelium, and the proportion of hypoechoic areas in pathology and ultrasound images, respectively. A machine learning model, CCH-NET, was developed using linear regression and t-distributed stochastic neighbor embedding (t-SNE) techniques. The dataset was divided into a training set (80%) and a validation set (20%) to compare the diagnostic accuracy of CCH-NET with that of senior ultrasound physicians. Results:In internal validation, CCH-NET achieved a diagnostic accuracy of 88.89% for both antibody-positive and antibody-negative groups, significantly higher than the 66.67% accuracy of senior ultrasound physicians ( P<0.01). In external validation, CCH-NET achieved 75.00% and 66.67% accuracy for the two groups, compared to 50.00% by senior ultrasound physicians. For the control group, both methods achieved 93.33% accuracy. The AUC of CCH-NET was 0.848, outperforming senior ultrasound physicians (0.681) ,demonstrating superior diagnostic performance. Conclusion:The radiomics-based CCH-NET model, using non-nodular hypoechoic areas as a specific indicator, can accurately identify early SN-HT in euthyroid patients. It significantly outperforms senior ultrasound physicians, improving diagnostic accuracy and reducing missed diagnoses.
7.Discussion on medication law of TCM in treating superficial vein thrombosis based on data mining
Chang WANG ; Jianchun CAO ; Jinxia CHANG
International Journal of Traditional Chinese Medicine 2024;46(2):237-242
Objective:To explore the medication law of TCM in the treatment of superficial vein thrombosis (SVT) using data mining.Methods:Literature about TCM in the treatment of SVT was retrieved from CNKI, Wanfang Data, and VIP from the establishment of the databases to November 27th, 2022. WPS 12.1.0.15990 was used to conduct statistical analysis on drug frequency, property and taste and meridian. The association rules and systematic clustering were carried out by SPSS Modeler 18.0 and SPSS Statistics 25.0. Finally the medication law of TCM in the treatment of SVT was summarized and refined.Results:A total of 281 articles were included, including 245 internal prescriptions with 182 kinds of Chinese materia medica, and 123 external prescriptions with 188 kinds of Chinese materia medica. The high frequency used oral Chinese materia medica were mainly Angelicae Sinensis Radix, Paeoniae Radix Rubra, Cyathulae Radix, while the high frequency drugs used externally mainly included Rhei Radix et Rhizoma, Phellodendri Chinensis Cortex, Carthami Flos. These Chinese materia medica were mainly heat-clearing and blood-stasis activators drugs. The medicinal properties of high frequency oral Chinese materia medica were mainly slightly cold, flat and cold,and the tastes were mainly bitter and sweet, and the meridian were mainly liver, heart, spleen and lung. The medicinal properties of high-frequency external Chinese materia medica were mainly cold and warm, and the tastes were mainly bitter and pungent, and the meridian were mainly liver, heart, spleen and stomach. There were 22 rules of association for internal TCM and 7 for external use. The clustering analysis divided oral drugs into 5 categories and topical drugs into 4 categories.Conclusion:TCM treatment of SVT is based on clearing heat, activating blood circulation and resolving blood stasis, and matching with the syndromes, which reflects the holistic concept of TCM and the perspective of syndrome differentiation and treatment.
8.Current situation analysis and suggestions on clinical pharmacy undergraduate internship education in China
Weihang CAO ; Jianchun LI ; Pengfei JIN
China Pharmacy 2024;35(8):1011-1015
OBJECTIVE To provide a reference for the improvement of the clinical pharmacy undergraduate internship education in China. METHODS The status of clinical pharmacy undergraduate internship education in China was briefly summarized, and suggestions on its future development based on advanced methods of domestic and abroad were provided. RESULTS & CONCLUSIONS In China, undergraduate students of clinical pharmacy were required to undergo hospital internships for no less than 42 weeks. The internship took place in both pharmacy and clinical departments in hospitals. Students’ performance was usually assessed at the end of the internship. The mainstream teaching patterns included on-site teaching, simulation teaching, case-based discussion teaching, medical and pharmaceutical joint teaching, team-based teaching, academic exchange, and so on. The form of assessment had also shifted from final evaluations to more dynamic formats. The clinical pharmacy undergraduate internship education in China can adopt teaching models such as the layered teaching approach, establish pre-internship assessment or training, and encourage interns to participate in social pharmacy practice and directly interact with patients, etc., so as to improve the effect of internship.
9.Traditional Chinese Medicine Syndrome Element, Evolutionary Patterns of Patients with Hepatitis B Virus-Related Acute on Chronic Liver Failure at Different Stages: A Multi-Center Clinical Study
Simiao YU ; Kewei SUN ; Zhengang ZHANG ; Hanmin LI ; Xiuhui LI ; Hongzhi YANG ; Qin LI ; Lin WANG ; Xiaozhou ZHOU ; Dewen MAO ; Jianchun GUO ; Yunhui ZHUO ; Xianbo WANG ; Xin DENG ; Jiefei WANG ; Wukui CAO ; Shuqin ZHANG ; Mingxiang ZHANG ; Jun LI ; Man GONG ; Chao ZHOU
Journal of Traditional Chinese Medicine 2024;65(12):1262-1268
ObjectiveTo explore the syndrome elements and evolving patterns of patients with hepatitis B virus-related acute on chronic liver failure (HBV-ACLF) at different stages. MethodsClinical information of 1,058 hospitalized HBV-ACLF patients, including 618 in the early stage, 355 in the middle stage, and 85 in the late stage, were collected from 18 clinical centers across 12 regions nationwide from January 1, 2012 to February 28, 2015. The “Hepatitis B-related Chronic and Acute Liver Failure Chinese Medicine Clinical Questionnaire” were designed to investigate the basic information of the patients, like the four diagnostic information (including symptoms, tongue, pulse) of traditional Chinese medicine (TCM), and to count the frequency of the appearance of the four diagnostic information. Factor analysis and cluster analysis were employed to determine and statistically analyze the syndrome elements and patterns of HBV-ACLF patients at different stages. ResultsThere were 76 four diagnostic information from 1058 HBV-ACLF patients, and 53 four diagnostic information with a frequency of occurrence ≥ 5% were used as factor analysis entries, including 36 symptom information, 12 tongue information, and 5 pulse information. Four types of TCM patterns were identified in HBV-ACLF, which were liver-gallbladder damp-heat pattern, qi deficiency and blood stasis pattern, liver-kidney yin deficiency pattern, and spleen-kidney yang-deficiency pattern. In the early stage, heat (39.4%, 359/912) and dampness (27.5%, 251/912) were most common, and the pattern of the disease was dominated by liver-gallbladder damp-heat pattern (74.6%, 461/618); in the middle stage, dampness (30.2%, 187/619) and blood stasis (20.7%, 128/619) were most common, and the patterns of the disease were dominated by liver-gallbladder damp-heat pattern (53.2%, 189/355), and qi deficiency and blood stasis pattern (27.6%, 98/355); and in the late stage, the pattern of the disease was dominated by qi deficiency (26.3%, 40/152) and yin deficiency (20.4%, 31/152), and the patterns were dominated by qi deficiency and blood stasis pattern (36.5%, 31/85), and liver-gallbladder damp-heat pattern (25.9%, 22/85). ConclusionThere are significant differences in the distribution of syndrome elements and patterns at different stages of HBV-ACLF, presenting an overall trend of evolving patterns as "from excess to deficiency, transforming from excess to deficiency", which is damp-heat → blood stasis → qi-blood yin-yang deficiency.
10.Platelet count as a novel potential predictor of periprosthetic joint infection
Houran CAO ; Peng DENG ; Pengcheng YE ; Ke JIE ; Jianchun ZENG ; Wenjun FENG ; Jinlun CHEN ; Xinyu QI ; Jie LI ; Xueqiu TAN ; Haitao ZHANG ; Yirong ZENG
Chinese Journal of Tissue Engineering Research 2020;24(30):4795-4801
BACKGROUND: Obtaining synovial fluid for diagnostic test of periprosthetic joint infection is invasive and painful to patients. Platelet count is a regular blood test which has been used as a possible predictor of several infectious diseases. Presumably, it could be one of the indicators of periprosthetic joint infection. OBJECTIVE: To identify the accuracies of platelet combined with white blood cell, erythrocyte sedimentation rate or C-reactive protein in the diagnosis of periprosthetic joint infection. METHODS: Patients undergoing revision arthroplasty from March 2013 to December 2018 in the First Affiliated Hospital of Guangzhou University of Chinese Medicine were retrospectively enrolled. A diagnosis of periprosthetic joint infection was confirmed in 77 patients according to the criterions from the Musculoskeletal Infection Society; the remaining 137 patients were confirmed as aseptic cases. White blood cell, erythrocyte sedimentation rate, or C-reactive protein and platelet count were compared between the two groups. The sensitivity, specificity, positive predictive value, and negative predictive value were calculated. RESULTS AND CONCLUSION: The platelet values were significantly increased in periprosthetic joint infection cases. Sensitivity and specificity of the platelet for periprosthetic joint infection were 64.94% and 86.13%, respectively. Platelet demonstrated a higher accuracy when compared to erythrocyte sedimentation rate and C-reactive protein. In such cases, the platelet shows a certain reference value in confirming the diagnosis of periprosthetic joint infection. Platelet was enough used as adjunct diagnostic tool in patients suspected with periprosthetic joint infection.

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