1.Visualization Analysis on Research Literature about the Essence of TCM Syndromes
Zhiyang LI ; Wanyi ZHANG ; Zhujun LIU ; Qing GAO ; Meiyan ZENG ; Qinghua PENG ; Houpan SONG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(8):56-62
Objective To analyze relevant literature on the essence of traditional Chinese medicine syndromes using bibliometric methods;To understand the current research status and hotspots in this field;To provide references for relevant research.Methods Research literature about the essence of TCM syndromes was retrieved from CNKI,VIP,Wanfang Data and CBM from 1st Jan.1979 to 30th June 2024.CiteSpace 6.2 software was used to conduct visualization analysis on authors,institutions,keywords,etc.Results A total of 695 articles were included,with an overall upward trend in publication volume followed by stabilization.The authors who published more articles included Luo Ren(13 articles),Zhao Xiaoshan(13 articles),Li Zegeng(12 articles),etc.The institutions with more publications included Shandong University of Traditional Chinese Medicine(35 articles),Beijing University of Chinese Medicine(33 articles),Chengdu University of Traditional Chinese Medicine(26 articles),etc.Institutions were clustered regionally,and cooperation was mostly between TCM universities and their affiliated hospitals,with less cross regional communication.High frequency keywords included kidney yang deficiency syndrome,metabolomics,animal models,TCM syndrome types,coronary heart disease,lung qi deficiency syndrome,spleen qi deficiency syndrome,liver depression and spleen deficiency syndrome,etc;Keyword clustering covered aspects such as biomolecules and metabolism,TCM syndromes,pathology,disease models,and animal research.Conclusion Research in the field of the essence of TCM syndromes is gradually receiving more attention.Exploring the essence of TCM syndromes at the molecular level through techniques such as genomics,transcriptomics,metabolomics and proteomics is a research hotspot and trend in this field.
2.Assessment of the clinical value of AI in pulmonary embolism diagnosis and pulmonary artery obstruction index(PAOI)calculation on CTPA
Shutong YANG ; Zhujun LI ; Chao JIN ; Wei HOU ; Wenzhe ZHAO ; Baoping ZHANG ; Qian TIAN ; Yao XIAO ; Zhijie JIAN ; Zhe LIU
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(1):157-161
Objective To validate the diagnostic performance and risk stratification ability of an AI-based recognition system(PE-AI)for pulmonary embolism(PE)using computed tomography pulmonary angiography(CTPA)so as to analyze its diagnostic value in clinical practice.Methods A total of 416 patients with suspected PE who underwent CTPA from January 1,2023 to December 10,2023 at our hospital were included in this study.Two junior radiologists and PE-AI separately detected and diagnosed emboli in the collected cases by double-blind method,and recorded the diagnosis time respectively.Three senior radiologists reviewing with clinical follow-up results were used as the gold standard in this study.Diagnostic performance was evaluated by using the receiver operating characteristic(ROC)curve analysis and Delong-t test.For positive cases,the pulmonary artery obstruction index(PAOI)calculated by AI and manually were collected respectively and consistency analysis was performed.Results The area under the curve(AUC)of PE-AI,manual and combined diagnosis was 85.6%,90.8%and 95.1%,respectively,which differed significantly(P<0.05).The reading time of PE-AI[(0.16±0.07)min]was significantly lower than the time of manual[(4.42±1.85)min,P<0.001]and combined diagnosis[(4.58±1.84)min,P<0.001].The PAOI measured by PE-AI and manually had high consistency(intraclass correlation efficient,ICC=0.80)in the subgroup analysis of confirmed cases.Conclusion AI can quickly identify pulmonary artery emboli in a short time and assist radiologists to improve diagnostic efficiency.At the same time,through the intelligent detection of PAOI,it is helpful for the risk stratification of patients with PE and optimizing the diagnosis and treatment pathway for pulmonary embolism.
3.Carvedilol to prevent hepatic decompensation of cirrhosis in patients with clinically significant portal hypertension stratified by new non-invasive model (CHESS2306)
Chuan LIU ; Hong YOU ; Qing-Lei ZENG ; Yu Jun WONG ; Bingqiong WANG ; Ivica GRGUREVIC ; Chenghai LIU ; Hyung Joon YIM ; Wei GOU ; Bingtian DONG ; Shenghong JU ; Yanan GUO ; Qian YU ; Masashi HIROOKA ; Hirayuki ENOMOTO ; Amr Shaaban HANAFY ; Zhujun CAO ; Xiemin DONG ; Jing LV ; Tae Hyung KIM ; Yohei KOIZUMI ; Yoichi HIASA ; Takashi NISHIMURA ; Hiroko IIJIMA ; Chuanjun XU ; Erhei DAI ; Xiaoling LAN ; Changxiang LAI ; Shirong LIU ; Fang WANG ; Ying GUO ; Jiaojian LV ; Liting ZHANG ; Yuqing WANG ; Qing XIE ; Chuxiao SHAO ; Zhensheng LIU ; Federico RAVAIOLI ; Antonio COLECCHIA ; Jie LI ; Gao-Jun TENG ; Xiaolong QI
Clinical and Molecular Hepatology 2025;31(1):105-118
Background:
s/Aims: Non-invasive models stratifying clinically significant portal hypertension (CSPH) are limited. Herein, we developed a new non-invasive model for predicting CSPH in patients with compensated cirrhosis and investigated whether carvedilol can prevent hepatic decompensation in patients with high-risk CSPH stratified using the new model.
Methods:
Non-invasive risk factors of CSPH were identified via systematic review and meta-analysis of studies involving patients with hepatic venous pressure gradient (HVPG). A new non-invasive model was validated for various performance aspects in three cohorts, i.e., a multicenter HVPG cohort, a follow-up cohort, and a carvediloltreating cohort.
Results:
In the meta-analysis with six studies (n=819), liver stiffness measurement and platelet count were identified as independent risk factors for CSPH and were used to develop the new “CSPH risk” model. In the HVPG cohort (n=151), the new model accurately predicted CSPH with cutoff values of 0 and –0.68 for ruling in and out CSPH, respectively. In the follow-up cohort (n=1,102), the cumulative incidences of decompensation events significantly differed using the cutoff values of <–0.68 (low-risk), –0.68 to 0 (medium-risk), and >0 (high-risk). In the carvediloltreated cohort, patients with high-risk CSPH treated with carvedilol (n=81) had lower rates of decompensation events than non-selective beta-blockers untreated patients with high-risk CSPH (n=613 before propensity score matching [PSM], n=162 after PSM).
Conclusions
Treatment with carvedilol significantly reduces the risk of hepatic decompensation in patients with high-risk CSPH stratified by the new model.
4.Carvedilol to prevent hepatic decompensation of cirrhosis in patients with clinically significant portal hypertension stratified by new non-invasive model (CHESS2306)
Chuan LIU ; Hong YOU ; Qing-Lei ZENG ; Yu Jun WONG ; Bingqiong WANG ; Ivica GRGUREVIC ; Chenghai LIU ; Hyung Joon YIM ; Wei GOU ; Bingtian DONG ; Shenghong JU ; Yanan GUO ; Qian YU ; Masashi HIROOKA ; Hirayuki ENOMOTO ; Amr Shaaban HANAFY ; Zhujun CAO ; Xiemin DONG ; Jing LV ; Tae Hyung KIM ; Yohei KOIZUMI ; Yoichi HIASA ; Takashi NISHIMURA ; Hiroko IIJIMA ; Chuanjun XU ; Erhei DAI ; Xiaoling LAN ; Changxiang LAI ; Shirong LIU ; Fang WANG ; Ying GUO ; Jiaojian LV ; Liting ZHANG ; Yuqing WANG ; Qing XIE ; Chuxiao SHAO ; Zhensheng LIU ; Federico RAVAIOLI ; Antonio COLECCHIA ; Jie LI ; Gao-Jun TENG ; Xiaolong QI
Clinical and Molecular Hepatology 2025;31(1):105-118
Background:
s/Aims: Non-invasive models stratifying clinically significant portal hypertension (CSPH) are limited. Herein, we developed a new non-invasive model for predicting CSPH in patients with compensated cirrhosis and investigated whether carvedilol can prevent hepatic decompensation in patients with high-risk CSPH stratified using the new model.
Methods:
Non-invasive risk factors of CSPH were identified via systematic review and meta-analysis of studies involving patients with hepatic venous pressure gradient (HVPG). A new non-invasive model was validated for various performance aspects in three cohorts, i.e., a multicenter HVPG cohort, a follow-up cohort, and a carvediloltreating cohort.
Results:
In the meta-analysis with six studies (n=819), liver stiffness measurement and platelet count were identified as independent risk factors for CSPH and were used to develop the new “CSPH risk” model. In the HVPG cohort (n=151), the new model accurately predicted CSPH with cutoff values of 0 and –0.68 for ruling in and out CSPH, respectively. In the follow-up cohort (n=1,102), the cumulative incidences of decompensation events significantly differed using the cutoff values of <–0.68 (low-risk), –0.68 to 0 (medium-risk), and >0 (high-risk). In the carvediloltreated cohort, patients with high-risk CSPH treated with carvedilol (n=81) had lower rates of decompensation events than non-selective beta-blockers untreated patients with high-risk CSPH (n=613 before propensity score matching [PSM], n=162 after PSM).
Conclusions
Treatment with carvedilol significantly reduces the risk of hepatic decompensation in patients with high-risk CSPH stratified by the new model.
5.Carvedilol to prevent hepatic decompensation of cirrhosis in patients with clinically significant portal hypertension stratified by new non-invasive model (CHESS2306)
Chuan LIU ; Hong YOU ; Qing-Lei ZENG ; Yu Jun WONG ; Bingqiong WANG ; Ivica GRGUREVIC ; Chenghai LIU ; Hyung Joon YIM ; Wei GOU ; Bingtian DONG ; Shenghong JU ; Yanan GUO ; Qian YU ; Masashi HIROOKA ; Hirayuki ENOMOTO ; Amr Shaaban HANAFY ; Zhujun CAO ; Xiemin DONG ; Jing LV ; Tae Hyung KIM ; Yohei KOIZUMI ; Yoichi HIASA ; Takashi NISHIMURA ; Hiroko IIJIMA ; Chuanjun XU ; Erhei DAI ; Xiaoling LAN ; Changxiang LAI ; Shirong LIU ; Fang WANG ; Ying GUO ; Jiaojian LV ; Liting ZHANG ; Yuqing WANG ; Qing XIE ; Chuxiao SHAO ; Zhensheng LIU ; Federico RAVAIOLI ; Antonio COLECCHIA ; Jie LI ; Gao-Jun TENG ; Xiaolong QI
Clinical and Molecular Hepatology 2025;31(1):105-118
Background:
s/Aims: Non-invasive models stratifying clinically significant portal hypertension (CSPH) are limited. Herein, we developed a new non-invasive model for predicting CSPH in patients with compensated cirrhosis and investigated whether carvedilol can prevent hepatic decompensation in patients with high-risk CSPH stratified using the new model.
Methods:
Non-invasive risk factors of CSPH were identified via systematic review and meta-analysis of studies involving patients with hepatic venous pressure gradient (HVPG). A new non-invasive model was validated for various performance aspects in three cohorts, i.e., a multicenter HVPG cohort, a follow-up cohort, and a carvediloltreating cohort.
Results:
In the meta-analysis with six studies (n=819), liver stiffness measurement and platelet count were identified as independent risk factors for CSPH and were used to develop the new “CSPH risk” model. In the HVPG cohort (n=151), the new model accurately predicted CSPH with cutoff values of 0 and –0.68 for ruling in and out CSPH, respectively. In the follow-up cohort (n=1,102), the cumulative incidences of decompensation events significantly differed using the cutoff values of <–0.68 (low-risk), –0.68 to 0 (medium-risk), and >0 (high-risk). In the carvediloltreated cohort, patients with high-risk CSPH treated with carvedilol (n=81) had lower rates of decompensation events than non-selective beta-blockers untreated patients with high-risk CSPH (n=613 before propensity score matching [PSM], n=162 after PSM).
Conclusions
Treatment with carvedilol significantly reduces the risk of hepatic decompensation in patients with high-risk CSPH stratified by the new model.
6.Research on the mechanism of leptin regulating core binding factor β to promote chondrocyte apoptosis
Jiafei YANG ; Zhujun ZHOU ; Guangdi LI ; Yuan HUANG ; Mi ZHANG ; Lianghong DONG
Chinese Journal of Orthopaedics 2025;45(7):436-445
Objective:To investigate the regulatory effect of leptin via the JAK2/STAT3 pathway on the core-binding factor β-subunit (CBFβ) and its molecular mechanism in promoting chondrocyte apoptosis.Methods:A total of five patients undergoing total knee arthroplasty due to knee osteoarthritis (OA group) and five patients undergoing amputation due to trauma (amputation group) were enrolled, and knee cartilage samples were obtained intraoperatively. Western blotting was used to detect the protein expression levels of leptin, CBFβ, matrix metalloproteinase-1 (MMP1), and MMP13. Flow cytometry was performed to determine the optimal treatment duration and concentration of leptin. Chondrocytes were divided into the following groups based on treatment conditions: control group (untreated chondrocytes), leptin group (chondrocytes treated with 50 ng/ml leptin), negative leptin group (chondrocytes transfected with a non-targeting sequence as a control), and leptin+shCBFβ group (chondrocytes transfected with shCBFβ to inhibit CBFβ expression). Apoptosis and the expression levels of MMP1 and MMP13 were analyzed in the four groups. Additionally, chondrocytes were categorized into the following groups for further analysis: control group (untreated cells), leptin group (cells stimulated with 50 ng/ml leptin for 48 h), AG490 group (cells treated with the JAK2/STAT3 inhibitor AG490), and leptin+AG490 group (cells pretreated with AG490 for 2 h followed by 50 ng/ml leptin stimulation for 48 h). The protein expression levels of CBFβ, MMP1, and MMP13, as well as the apoptosis rate, were examined in the four groups.Results:The relative expression levels of leptin, CBFβ, MMP1, and MMP13 in the amputation group were 0.66±0.06, 0.69±0.06, 0.74±0.05, and 0.41±0.03, respectively, which were significantly lower than those in the OA group (1.04±0.10, 1.06±0.09, 0.95±0.04, and 0.99±0.09, respectively) ( P<0.05). The optimal treatment duration and concentration of leptin were determined to be 48 h and 50 ng/ml, respectively. The expression levels of MMP1 and MMP13 significantly differed among the control, leptin, negative leptin, and leptin+shCBFβ groups ( P<0.05). Specifically, the leptin group showed higher expression levels compared to the control group, while the leptin+shCBFβ group exhibited lower expression levels than the leptin group ( P<0.05). The apoptosis rates of chondrocytes in the four groups were 4.55%±1.30%, 22.52%±2.03%, 22.03%±2.01%, and 5.15%±0.91%, respectively, with significant differences ( F=114.066, P<0.001). The apoptosis rate in the leptin group was significantly higher than that in the control group, while the leptin+shCBFβ group exhibited a significantly lower apoptosis rate than the leptin group ( P<0.05). Similarly, significant differences were observed in the expression levels of CBFβ, MMP1, and MMP13 among the control, leptin, AG490, and leptin+AG490 groups ( P<0.05). The expression levels in the leptin group were higher than those in the control group, while the leptin+AG490 group exhibited lower expression levels compared to the leptin group ( P<0.05). The apoptosis rates of chondrocytes in the control, leptin, AG490, and leptin+AG490 groups were 5.19±0.94%, 31.52±2.63%, 5.51±1.41%, and 10.47±0.85%, respectively, with significant differences ( F=117.104, P<0.001). The apoptosis rate in the leptin group was significantly higher than that in the control group, while the leptin+AG490 group exhibited a significantly lower apoptosis rate than the leptin group ( P<0.05). Conclusion:Leptin promotes CBFβ expression via the JAK2/STAT3 pathway, leading to chondrocyte apoptosis and extracellular matrix degradation.
7.Epidemiological and clinical characteristics of pertussis identified through active surveillance
Jie LI ; Hanqing HE ; Yanyang ZHANG ; Bohan CHEN ; Yuan GAO ; Hanying DAI ; Juan XU ; Yao ZHU ; Tao FU ; Chuanwei CHEN ; Qianqian ZHOU ; Li XU ; Jie CHE ; Maojun ZHANG ; Zhujun SHAO
Chinese Journal of Epidemiology 2025;46(6):1043-1050
Objective:To analyze the epidemiological and clinical characteristics of pertussis cases identified through active surveillance.Methods:Active surveillance for pertussis was conducted in three sentinel hospitals in Yiwu, Zhejiang Province, and Yongcheng, Henan Province. The study population included cases that met the surveillance case definition and sought medical care at outpatient/emergency departments or were hospitalized between June 1, 2021, and May 31, 2022. Samples were collected for bacterial culture and PCR detection. Case information and clinical data were collected. Differences in rates were assessed using the chi-square test or Fisher's exact probability test, and the differences in cough time were compared using the Mann-Whitney U test. Results:Among 1 423 cases of pertussis surveillance, the positive rate of pertussis was 28.11% (400/1 423), with a median age of 5 years (interquartile range: 2, 8). The positive rate in Yongcheng, Henan Province, and Yiwu, Zhejiang Province were 39.27% (216/550) and 21.08% (184/873), respectively; the positive rate of pertussis was highest in July 2021, and the highest positive rate of pertussis was among those aged 10-14. The positive rate of pertussis in hospitalized cases was higher than in outpatient/emergency cases (26.68%) ( χ2=4.16, P=0.041). Among the 400 laboratory test-positive cases, the highest proportion of atypical symptom cases was in adults aged 20-59 (43.33%, 13/30). The specificity rates of apnea and worsening nocturnal cough in monitored cases under 3 months of age were 100.00% and 73.81%, respectively. Among monitored cases aged 3 months to 9 years, the proportions of symptoms including worsening nighttime cough (63.00%) and night sweats (4.59%) in test-positive cases were significantly higher than those in the test-negative group (47.77% and 0.56%, respectively), with statistically significant differences (both P<0.05). The specificity rates of worsened nighttime coughing and night sweats were 52.23% and 99.44%, respectively. Conclusions:The active surveillance results for pertussis showed that the 10-14 age group exhibited the highest positivity rate. Active surveillance enhanced the detection rate of pertussis. Among laboratory-confirmed cases, the proportion of atypical symptoms was the highest in adults, suggesting that laboratory testing should be combined to diagnose programs of pertussis. For infants under 3 months, worsening nighttime cough and apnea increase the diagnostic specificity, while for individuals aged 3 to 9 years old, worsening nighttime cough and night sweats increase the diagnostic specificity.
8.Research on the mechanism of leptin regulating core binding factor β to promote chondrocyte apoptosis
Jiafei YANG ; Zhujun ZHOU ; Guangdi LI ; Yuan HUANG ; Mi ZHANG ; Lianghong DONG
Chinese Journal of Orthopaedics 2025;45(7):436-445
Objective:To investigate the regulatory effect of leptin via the JAK2/STAT3 pathway on the core-binding factor β-subunit (CBFβ) and its molecular mechanism in promoting chondrocyte apoptosis.Methods:A total of five patients undergoing total knee arthroplasty due to knee osteoarthritis (OA group) and five patients undergoing amputation due to trauma (amputation group) were enrolled, and knee cartilage samples were obtained intraoperatively. Western blotting was used to detect the protein expression levels of leptin, CBFβ, matrix metalloproteinase-1 (MMP1), and MMP13. Flow cytometry was performed to determine the optimal treatment duration and concentration of leptin. Chondrocytes were divided into the following groups based on treatment conditions: control group (untreated chondrocytes), leptin group (chondrocytes treated with 50 ng/ml leptin), negative leptin group (chondrocytes transfected with a non-targeting sequence as a control), and leptin+shCBFβ group (chondrocytes transfected with shCBFβ to inhibit CBFβ expression). Apoptosis and the expression levels of MMP1 and MMP13 were analyzed in the four groups. Additionally, chondrocytes were categorized into the following groups for further analysis: control group (untreated cells), leptin group (cells stimulated with 50 ng/ml leptin for 48 h), AG490 group (cells treated with the JAK2/STAT3 inhibitor AG490), and leptin+AG490 group (cells pretreated with AG490 for 2 h followed by 50 ng/ml leptin stimulation for 48 h). The protein expression levels of CBFβ, MMP1, and MMP13, as well as the apoptosis rate, were examined in the four groups.Results:The relative expression levels of leptin, CBFβ, MMP1, and MMP13 in the amputation group were 0.66±0.06, 0.69±0.06, 0.74±0.05, and 0.41±0.03, respectively, which were significantly lower than those in the OA group (1.04±0.10, 1.06±0.09, 0.95±0.04, and 0.99±0.09, respectively) ( P<0.05). The optimal treatment duration and concentration of leptin were determined to be 48 h and 50 ng/ml, respectively. The expression levels of MMP1 and MMP13 significantly differed among the control, leptin, negative leptin, and leptin+shCBFβ groups ( P<0.05). Specifically, the leptin group showed higher expression levels compared to the control group, while the leptin+shCBFβ group exhibited lower expression levels than the leptin group ( P<0.05). The apoptosis rates of chondrocytes in the four groups were 4.55%±1.30%, 22.52%±2.03%, 22.03%±2.01%, and 5.15%±0.91%, respectively, with significant differences ( F=114.066, P<0.001). The apoptosis rate in the leptin group was significantly higher than that in the control group, while the leptin+shCBFβ group exhibited a significantly lower apoptosis rate than the leptin group ( P<0.05). Similarly, significant differences were observed in the expression levels of CBFβ, MMP1, and MMP13 among the control, leptin, AG490, and leptin+AG490 groups ( P<0.05). The expression levels in the leptin group were higher than those in the control group, while the leptin+AG490 group exhibited lower expression levels compared to the leptin group ( P<0.05). The apoptosis rates of chondrocytes in the control, leptin, AG490, and leptin+AG490 groups were 5.19±0.94%, 31.52±2.63%, 5.51±1.41%, and 10.47±0.85%, respectively, with significant differences ( F=117.104, P<0.001). The apoptosis rate in the leptin group was significantly higher than that in the control group, while the leptin+AG490 group exhibited a significantly lower apoptosis rate than the leptin group ( P<0.05). Conclusion:Leptin promotes CBFβ expression via the JAK2/STAT3 pathway, leading to chondrocyte apoptosis and extracellular matrix degradation.
9.Epidemiological and clinical characteristics of pertussis identified through active surveillance
Jie LI ; Hanqing HE ; Yanyang ZHANG ; Bohan CHEN ; Yuan GAO ; Hanying DAI ; Juan XU ; Yao ZHU ; Tao FU ; Chuanwei CHEN ; Qianqian ZHOU ; Li XU ; Jie CHE ; Maojun ZHANG ; Zhujun SHAO
Chinese Journal of Epidemiology 2025;46(6):1043-1050
Objective:To analyze the epidemiological and clinical characteristics of pertussis cases identified through active surveillance.Methods:Active surveillance for pertussis was conducted in three sentinel hospitals in Yiwu, Zhejiang Province, and Yongcheng, Henan Province. The study population included cases that met the surveillance case definition and sought medical care at outpatient/emergency departments or were hospitalized between June 1, 2021, and May 31, 2022. Samples were collected for bacterial culture and PCR detection. Case information and clinical data were collected. Differences in rates were assessed using the chi-square test or Fisher's exact probability test, and the differences in cough time were compared using the Mann-Whitney U test. Results:Among 1 423 cases of pertussis surveillance, the positive rate of pertussis was 28.11% (400/1 423), with a median age of 5 years (interquartile range: 2, 8). The positive rate in Yongcheng, Henan Province, and Yiwu, Zhejiang Province were 39.27% (216/550) and 21.08% (184/873), respectively; the positive rate of pertussis was highest in July 2021, and the highest positive rate of pertussis was among those aged 10-14. The positive rate of pertussis in hospitalized cases was higher than in outpatient/emergency cases (26.68%) ( χ2=4.16, P=0.041). Among the 400 laboratory test-positive cases, the highest proportion of atypical symptom cases was in adults aged 20-59 (43.33%, 13/30). The specificity rates of apnea and worsening nocturnal cough in monitored cases under 3 months of age were 100.00% and 73.81%, respectively. Among monitored cases aged 3 months to 9 years, the proportions of symptoms including worsening nighttime cough (63.00%) and night sweats (4.59%) in test-positive cases were significantly higher than those in the test-negative group (47.77% and 0.56%, respectively), with statistically significant differences (both P<0.05). The specificity rates of worsened nighttime coughing and night sweats were 52.23% and 99.44%, respectively. Conclusions:The active surveillance results for pertussis showed that the 10-14 age group exhibited the highest positivity rate. Active surveillance enhanced the detection rate of pertussis. Among laboratory-confirmed cases, the proportion of atypical symptoms was the highest in adults, suggesting that laboratory testing should be combined to diagnose programs of pertussis. For infants under 3 months, worsening nighttime cough and apnea increase the diagnostic specificity, while for individuals aged 3 to 9 years old, worsening nighttime cough and night sweats increase the diagnostic specificity.
10.Assessment of the clinical value of AI in pulmonary embolism diagnosis and pulmonary artery obstruction index(PAOI)calculation on CTPA
Shutong YANG ; Zhujun LI ; Chao JIN ; Wei HOU ; Wenzhe ZHAO ; Baoping ZHANG ; Qian TIAN ; Yao XIAO ; Zhijie JIAN ; Zhe LIU
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(1):157-161
Objective To validate the diagnostic performance and risk stratification ability of an AI-based recognition system(PE-AI)for pulmonary embolism(PE)using computed tomography pulmonary angiography(CTPA)so as to analyze its diagnostic value in clinical practice.Methods A total of 416 patients with suspected PE who underwent CTPA from January 1,2023 to December 10,2023 at our hospital were included in this study.Two junior radiologists and PE-AI separately detected and diagnosed emboli in the collected cases by double-blind method,and recorded the diagnosis time respectively.Three senior radiologists reviewing with clinical follow-up results were used as the gold standard in this study.Diagnostic performance was evaluated by using the receiver operating characteristic(ROC)curve analysis and Delong-t test.For positive cases,the pulmonary artery obstruction index(PAOI)calculated by AI and manually were collected respectively and consistency analysis was performed.Results The area under the curve(AUC)of PE-AI,manual and combined diagnosis was 85.6%,90.8%and 95.1%,respectively,which differed significantly(P<0.05).The reading time of PE-AI[(0.16±0.07)min]was significantly lower than the time of manual[(4.42±1.85)min,P<0.001]and combined diagnosis[(4.58±1.84)min,P<0.001].The PAOI measured by PE-AI and manually had high consistency(intraclass correlation efficient,ICC=0.80)in the subgroup analysis of confirmed cases.Conclusion AI can quickly identify pulmonary artery emboli in a short time and assist radiologists to improve diagnostic efficiency.At the same time,through the intelligent detection of PAOI,it is helpful for the risk stratification of patients with PE and optimizing the diagnosis and treatment pathway for pulmonary embolism.

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