1.Artificial intelligence in epidemiology: a decade-long bibliometric analysis
Conghui WANG ; Ziming YANG ; Wei SHI ; Chengwei XI ; Shucheng SI ; Liuliu WU ; Jian DU ; Shengfeng WANG ; Siyan ZHAN
Chinese Journal of Epidemiology 2025;46(9):1650-1659
Objective:To describe the hotspots and application trends of artificial intelligence (AI) in epidemiology in the past decade and analyze its advantages and challenges.Methods:The literatures with AI and epidemiology related keywords were systematically retrieved from Web of Science and China National Knowledge Infrastructure from 2014 to 2024. CiteSpace was used for bibliometric analysis of publication volume, keyword co-occurrence, clustering, emergence and cited literature co-occurrence analysis.Results:A total of 5 389 English papers and 1 659 Chinese papers were included, showing an increasing publication trend. High-frequency Chinese keywords included prediction, influencing factor, and machine learning, while English keywords frequently used were machine learning, prediction, and artificial intelligence. The Chinese keywords formed 14 clusters such as epidemiological characteristic, dietary pattern, and elderly individual, and the English keywords formed 21 clusters including prediction model, risk factor, and adult. In international studies, health policy, COVID-19, and digital health were the emerging frontier keywords. Eleven core papers were selected, covering key areas like traffic accident risk assessment, public health big data application, and deep learning in medical diagnosis.Conclusions:This study systematically summarized the research hotspots and development trends of AI applications in epidemiology over the past decade by using bibliometric methods, which indicated that current AI-based epidemiological studies are still in the exploratory phase, with the coexisting of both advantages and challenges. Continued attention should be paid to the future development of this field.
2.Artificial intelligence in epidemiology: a decade-long bibliometric analysis
Conghui WANG ; Ziming YANG ; Wei SHI ; Chengwei XI ; Shucheng SI ; Liuliu WU ; Jian DU ; Shengfeng WANG ; Siyan ZHAN
Chinese Journal of Epidemiology 2025;46(9):1650-1659
Objective:To describe the hotspots and application trends of artificial intelligence (AI) in epidemiology in the past decade and analyze its advantages and challenges.Methods:The literatures with AI and epidemiology related keywords were systematically retrieved from Web of Science and China National Knowledge Infrastructure from 2014 to 2024. CiteSpace was used for bibliometric analysis of publication volume, keyword co-occurrence, clustering, emergence and cited literature co-occurrence analysis.Results:A total of 5 389 English papers and 1 659 Chinese papers were included, showing an increasing publication trend. High-frequency Chinese keywords included prediction, influencing factor, and machine learning, while English keywords frequently used were machine learning, prediction, and artificial intelligence. The Chinese keywords formed 14 clusters such as epidemiological characteristic, dietary pattern, and elderly individual, and the English keywords formed 21 clusters including prediction model, risk factor, and adult. In international studies, health policy, COVID-19, and digital health were the emerging frontier keywords. Eleven core papers were selected, covering key areas like traffic accident risk assessment, public health big data application, and deep learning in medical diagnosis.Conclusions:This study systematically summarized the research hotspots and development trends of AI applications in epidemiology over the past decade by using bibliometric methods, which indicated that current AI-based epidemiological studies are still in the exploratory phase, with the coexisting of both advantages and challenges. Continued attention should be paid to the future development of this field.
3.Incidence and treatment analysis of gastric cancer in Tianjin: a report of 3 122 cases
Xiaona WANG ; Weihua FU ; Yongjie ZHAO ; Tao YANG ; Xiangyang YU ; Junzhong SHI ; Guodong SONG ; Haotian LI ; Shupeng ZHANG ; Hai HUANG ; Jinfang ZHANG ; Jianping BAI ; Jinlin WANG ; Shucheng WANG ; Zhaokui DUAN ; Naihui SUN ; Tong LIU ; Han LIANG
Chinese Journal of Digestive Surgery 2023;22(10):1205-1211
Objective:To investigate the incidence and treatment of gastric cancer in 16 medical centers in Tianjin from 2020 to 2021.Methods:The retrospective and descriptive study was conducted. The clinical data of 3 122 gastric cancer patients who underwent surgery in 16 medical centers, including Tianjin Medical University Cancer Institute & Hospital, et al, in Tianjin from 2020 to 2021 were collected. There were 2 112 males and 1 010 females, aged (64±11)years. Observation indicators: (1) general data of patients; (2) treatment situations; (3) postoperative complications. Measurement data with normal distribution were represented as Mean± SD, and measurement data with skewed distribution were represented as M(range). Count data were descri-bed as absolute numbers or percentages, and comparison between groups was conducted by the chi-square test. Results:(1) General data of patients. From 2020 to 2021, a total of 3 122 gastric cancer patients received surgeries in 16 medical centers in Tianjin, including 2 112 males and 1 010 females. There were 1 443 cases in 2020, including 976 males and 467 females, aged (63±11) years. There were 1 679 cases in 2021, including 1 136 males and 543 females, aged (65±11) years. Of the 3 122 pati-ents, cases in stage Ⅰ, Ⅱ, Ⅲ, Ⅳ were 696, 667, 1 466, 293, accounting for 22.293%(696/3 122), 21.365%(667/3 122), 46.957%(1 466/3 122), 9.385%(293/3 122), respectively. Cases with early gastric cancer, locally advanced gastric cancer, advanced gastric cancer account for 17.265%(539/3 122), 73.350%(2 290/3 122), 9.385%(293/3 122). There were 2 829 patients without distant metastasis and 293 patients with distant metastasis. For the 2 829 patients without distant metas-tasis, cases in stage T1, T2, T3, T4a, T4b accounted for 19.053%(539/2 829), 12.089%(342/2 829), 20.148%(570/2 829), 41.499%(1 174/2 829), 7.211%(204/2 829)respectively, cases in stage N0, N1, N2, N3 account for 37.328%(1 056/2 829), 16.331%(462/2 829), 15.836%(448/2 829), 30.505%(863/2 829). For the 293 advanced gastric cancer patients with distant metastasis, 190 cases had peri-toneal metastasis, 47 cases had lymph node metastasis, 27 cases had ovarian metastasis, 37 cases had liver metastasis, 14 cases had other metastasis (some patients had ≥2 distant metastases). (2) Treatment situations. ① For the 539 with early gastric cancer, cases undergoing endoscopic submu-cosal dissection, laparoscopic surgery, open surgery were 22, 150, 86 in 2020, versus 19, 212, 50 in 2021, showing a significant difference between them ( χ2=19.42, P<0.05). For the 498 patients with early gastric cancer who underwent laparoscopic or open surgery, cases undergoing open surgery including total gastrectomy, distal gastrectomy, proximal gastrectomy were 25, 81, 30, and cases undergoing laparoscopic surgery including total gastrectomy, distal gastrectomy, proximal gastrec-tomy were 18, 309, 35, respectively, showing a significant difference between them ( χ2=40.62, P<0.05). For the 2 290 patients with locally advanced gastric cancer, cases undergoing open surgery and laparoscopic surgery were 446 and 617 in 2020, versus 410 and 817 in 2021, showing a significant difference between them ( χ2=17.75, P<0.05). For the 2 290 patients with locally advanced gastric cancer, cases undergoing open surgery including total gastrectomy, distal gastrectomy, proxi-mal gastrectomy were 336, 377, 143, and cases undergoing laparoscopic surgery including total gastrectomy, distal gastrectomy, proximal gastrectomy were 377, 920, 137, respectively, showing a significant difference between them ( χ2=89.64, P<0.05). Of the 293 patients with advanced gastric cancer, 175 cases underwent surgeries due to hemorrhage, stenosis, perforation, 76 cases under-went surgery after chemotherapy, 42 cases underwent surgery directly. ② For 756 cases of 3 122 pati-ents undergoing total gastrectomy, 357 and 4 cases received open digestive tract reconstruction including Roux-en-Y and other anastomosis, versus 380 and 15 cases with laparoscopic digestive tract reconstruction including Roux-en-Y and other anastomosis, showing a significant difference between them ( χ2=5.57, P<0.05). For 1 687 cases undergoing distal gastrectomy, 84, 160, 158, 55 cases received open digestive tract reconstruction including Billroth Ⅰ anastomosis, Billroth Ⅱ + Braun anastomosis, Roux-en-Y anastomosis, uncut Roux-en-Y anastomosis, versus 154, 489, 417, 170 cases with laparoscopic digestive tract reconstruction including Billroth Ⅰ anastomosis, Billroth Ⅱ + Braun anastomosis, Roux-en-Y anastomosis, uncut Roux-en-Y anastomosis, showing a significant difference between them ( χ2=10.90, P<0.05) . Of the 539 patients with early gastric cancer, 65 cases had lymph node metastasis, in which 18 of 306 stage T1a cases had lymph node metastasis and 47 of 233 stage T1b cases had lymph node metastasis. The number of detected lymph nodes for the 2 290 patients with advanced gastric cancer was 31±15, including ≥16 for 2 059 cases and ≥30 for 1 276 cases. Of the 3 122 patients, cases with neoadjuvant therapy, complete response and incomplete response was 128, 13 and 115 in 2020, versus 250, 49 and 201 in 2021, showing a significant difference between them ( χ2=5.51, P<0.05). (3) Postoperative complications. Of the 3 122 patients, 746 cases had postoperative complications, with an incidence of 23.895%(746/3 122). There were 62 patients with grade 3 or more complications. Reoperation was conducted in 34 patients. There were 14 cases of postoperative death. The duration of postoperative hospital stay and hospital expense were (11±5)days and (98 114±46 598)yuan for the 3 122 patients, (26±14)days and (122 066±68 317)yuan for cases with complications, (40±21)days and (196 926±12 747)yuan for cases with grade 3 or more complications. Conclusion:Compared with 2020, cases undergoing laparoscopic surgery and distal gastrectomy for gastric cancer in Tianjin increases in 2021, and the digestive tract reconstruction also differs. The number of patients with neoadjuvant chemotherapy and complete response rate for advanced gastric cancer increases.
4.Treatment of refractory Her-2 positive metastatic young breast cancer with pyrrolidine combined with capecitabine: a case report
Xiangxin ZHENG ; Ji WU ; Shucheng GU ; Xiaoling JIANG ; Xiaohong SHI ; Mu YUAN ; Bolin LU ; Xing QIU ; Xuxu ZHANG ; Jianyin BAI ; Peng YANG ; Xiaoqing GUAN
Clinical Medicine of China 2021;37(3):226-228
In order to explore the treatment of Her-2 positive breast cancer patients who failed in multi-line treatments, we retrospectively analyzed the clinical data of a patient with refractory Her-2 positive breast cancer.The patient was initially diagnosed as Her-2 positive advanced breast cancer.After six line treatment in the outer hospital, the patient′s condition was basically in a progressive state.The breast tumor was broken and purulent, the lung metastasis increased, and the patient′s quality of life was poor.The patient was admitted to Department of Breast Surgery of Affiliated Suqian Hospital of Xuzhou Medical University, after MDT discussion, we gave pyrrolotinib combined with capecitabine treatment, the chest wound healed gradually, the lung metastasis gradually reduced, and the quality of life was better.A retrospective analysis of this case showed that pyrrolidine combined with capecitabine may bring hope to Her-2 positive breast cancer patients who failed to receive multi-line therapies, especially those who failed to target therapy.
5.Clinical research in the endoscopic management of digestive fistula
Xing ZHANG ; Shucheng ZHOU ; Dongtao SHI ; Deqing ZHANG ; Rui LI ; Weichang CHEN
Chinese Journal of Digestive Endoscopy 2019;36(2):98-102
Objective To evaluate the therapeutic value of endoscopic jejunal tube placement, endoscopic clipping, and over the scope clip ( OTSC) for digestive fistula. Methods Data of 38 patients with digestive fistulas at the First Affiliated Hospital of Soochow University admitted from July 2015 to July 2017 were retrospectively analyzed. Treatments were chosen according to the size and the site of the fistulas. Thirteen patients underwent jejunal tube placement ( the jejunal tube group ) , 20 underwent endoscopic clipping( the endoscopic clipping group) , and 5 underwent OTSC( the OTSC group) . The technical success rate, clinical cure rate and postoperative hospital stay were analyzed. Results All patients received the endoscopic operation successfully with no significant complications. In the jejunal tube group, 4 patients′fistulas fully healed, lesion was smaller after treatment in 3 patients, lesion didn′t change in 5 patients, and 1 patient died. The complete cure rate was 30. 8% (4/13), and the postoperative hospital stay was 47. 4± 14. 1 days. For the endoscopic clipping group, 16 patients′ fistulas fully healed, lesion was no smaller compared with that before treatment in 3 cases, and 1 patient died. The complete cure rate was 80. 0% ( 16/20) , and the postoperative hospital stay was 17. 9 ± 8. 9 days. Total patients in the OTSC group were completely cured, with 100. 0%( 5/5) of complete cure rate. One patient with refractory esophageal fistula underwent OTSC repeatedly with endoscopic clipping, and the healing time of fistula was 102 days. The postoperative hospital stay of 4 others was 5. 3±1. 7 days. The cure rate of fistula was higher (P=0. 03, P<0. 001) and the postoperative hospital stay was shorter ( P=0. 04, P<0. 001) in the OTSC group compared with the clipping group and the jejunal tube group. Conclusion Endoscopic management is safe and effective for digestive fistulas with less trauma, easy performance and short time of healing.
6.Prophylactic octreotide in the prevention of pancreatic fistula and its related complications after pancreatic resection: a Meta-analysis
Ding ZHANG ; Shucheng SHI ; Yun GAO ; Bo YANG
Chinese Journal of Hepatobiliary Surgery 2018;24(6):411-416
Objective To study the clinical impact of prophylactic octreotide on patients who underwent pancreatic resection using evidence-based medicine.Methods Electronic databases which included the Cochrane library,Pubmed and Embase were searched.A Meta-analysis of all randomized controlled trials (RCTs) on the clinical impact of prophylactic octreotide on pancreatic resection was performed.The evaluation of the literature quality and the effective of the data were based on the Cochrane Handbook for systematic reviews.The Review Manager 5.3 was used for the meta-analysis.Results 13 studies which involved 2 108 patients were included into this study,with 1 057 patients in the octreotide group and 1 051 patients in the control group.Meta-analysis revealed that the rates of pancreatic fistula (PF),including Class A,B and C and the total postoperative complication rate were lower in patients treated with prophylactic octreotide than those without octreotide (14.7% vs.21.6%,RR =0.67,95% CI:0.56-0.81,P < 0.05;25.7% vs.35.7%,RR =0.71,95% CI:0.58-0.87,P <0.05).However,octreotide did not significantly reduce the incidences of clinically relevant fistulas including Class B and C,perioperative mortality,delayed gastric enptying,bleeding,abdominal infection,postoperative pancreatitis,and re-operation (all P > 0.05).Conclusion Octreotide reduced PF including Class A,B and C and decreased the total complication rate,but did not reduce the clinically relevant fistulas and perioperative mortality.
7.TP and FAC effect on patients with primary tumor molecular typing luminal A, axillary lymph node metastasis three negative breast cancer
Xiangxin ZHENG ; Ji WU ; Shucheng GU ; Xiaoling JIANG ; Xiaohong SHI ; Mu YUAN ; Bolin LU ; Xing QIU ; Xuxu ZHANG ; Jianyin BAI ; Xiaoqing GUAN
Clinical Medicine of China 2018;34(6):524-527
Objective To explore the application of paclitaxel or docetaxel combined with cisplatin (TP) with cyclophosphamide,pirirubicin and fluorouracil (FAC) in the primary tumor molecular typing Luminal A,axillary lymph node metastasis three negative breast cancer. Methods From January 2012 to January 2014, the clinical data of forty-nine patients with were selected. All patients were divided into two groups by balance randomization method, TP group and FAC group. Twenty-five patients were treated with TP regimen and 24 patients were treated with FAC regimen. The clinical efficacy was evaluated after six cycles of chemotherapy. Chemotherapy effects,adverse reactions and survival rates of two groups were compared. Results All patients were given intravenous chemotherapy according to the plan and were evaluated for clinical efficacy. The response rate (RR) was 64. 0% in TP group,including 4 cases of complete remission (CR),12 cases of partial remission (PR),7 cases of stable disease(SD) and 2 cases of progressive disease(PD). The adverse reactions were gastrointestinal reactions and granulocytopenia. The median progression-free survival ( PFS) and overall survival ( OS) were respectively 12. 4 months and 34. 1 months. In FAC group,the response rate ( RR) was 33. 3%,including 2 cases of CR,6 cases of PR,11 cases of SD and 5 cases of PD. The adverse reactions were gastrointestinal reactions,granulocytopenia and premature atrial contraction. The median PFS and OS were 7. 2 months and 20. 7 months respectively. The effective rate of TP group was higher than that of FAC group (χ2=4. 608,P=0. 032),and the progression-free survival time and total survival time were longer than those of FAC group (χ2 =8. 317, 8. 563, P=0. 004, 0. 003 ) . Conclusion Compared to FAC regimen, TP regimen could improve the survival rate of patients better with breast cancer of Primary tumor Luminal A and Axillary Lymph Node Metastasis Triple negative type, and adverse reactions were tolerated, it may be an optimized chemotherapy.
8.Clinical study of gefitinib plus capecitabine in treatment of recurrent and metastatic triple negative breast cancer
Ji WU ; Xiangxin ZHENG ; Shucheng GU ; Mu YUAN ; Xiaohong SHI ; Lei CHEN ; Xiaoqing GUAN
Chinese Journal of Endocrine Surgery 2017;11(5):369-372
Objective To evaluate the efficacy and safety of gefitinib plus capecitabine in treatment of recurrent and metastatic triple negative breast cancer.Methods From Jan.2011 to Jun.,41 patients who have recurrent and metastatic triple negative breast cancer after treated by adjuvant chemotherapy were enrolled in this study They were divided into two groups according to their wishes.The 24 cases in the experimental group were treated with gefitinib plus capecitabine.The 17 cases in the control group were treated with capecitabine.The two groups were followed up for 12 months.They were treated until the disease progression or the toxicity could not be tolerated.Results The objective response rate (ORR) in the experimental group and the control group was 70.83%(17/24) vs 35.29%(6/17).The disease control rate (DCR) in the two groups was 91.67% (22/24) vs 64.71% (11/17).The difference between the two groups was statistically significant (P<0.05).The incidence rate of adverse drug reactions in the two groups was similar (P>0.05),and the reactions were tolerable.Conclusion Gefitinib plus capecitabine is an effective and safe treatment for recurrent and metastatic triple negative breast cancer with tolerable adverse reactions,and some patients were able to survive for more than 12 months.
9.Study on the expression of hormone receptor and human epidermal growth factor receptor 2 in breast cancer primary tumor and axillary lymph node metastasis
Xiangxin ZHENG ; Xiaoqing GUAN ; Ji WU ; Shucheng GU ; Xiaoling JIANG ; Xiaohong SHI ; Mu YUAN ; Bolin LU ; Xing QIU ; Xuxu ZHANG ; Jianyin BAI
Clinical Medicine of China 2017;33(9):778-781
Objective To explore the expression of HR and Her?2 in breast cancer primary tumor and axillary lymph node metastasis. Methods Four hundred and twenty?eight female patients with unilateral breast cancer combined with axillary lymph node metastasis treated in the Affiliated Suqian Hospital of Xuzhou Medical University from January 2011 to January 2016 were selected in this study. Immunohistochemistry was used to detect the expression of ER,PR,Her?2 and Ki67 in primary tumor and axillary lymph node metastasis. Results The positive rates of ER expression were 75. 9% ( 325/428 ) and 70. 3% ( 301/428 ) respectively in primary tumor and axillary lymph node metastasis. The positive rates of PR expression were 61. 4% ( 263/428) and 56. 1% ( 240/428 ) respectively in primary tumor and axillary lymph node metastasis. The rates of Her?2 overexpression were 20. 1% ( 86/428) in primary tumor and the positive rate of Her?2 in axillary lymph node metastasis was 22. 7%( 97/428 ) . The positive rates of Ki67 expression were 45. 6%( 195/428 ) and 39. 7%(170/428) respectively in primary tumor and axillary lymph node metastasis. The expression of ER,PR,Her?2 and Ki67 in primary and axillary lymph node metastasis showed no statistical significance ( P>0. 05 ) . The molecular typing of primary tumor and axillary lymph node metastasis were not consistent in 31 patients ( 31/428,7. 24%) ,including 14 cases of primary tumor Luminal A,9 cases of Her?2 overexpression in axillary lymph node metastasis and 5 cases of triple negative breast cancer. Primary tumor Luminal B was detected in 10 cases, while 6 cases of Her?2 overexpression in axillary lymph node metastasis and 4 cases of triple negative breast cancer. Primary tumor Her?2 was overexpressed in 4 cases,while 1 case of Luminal A,3 cases of Luminal B in axillary lymph node metastasis. There were 3 cases of primary tumor triple negative breast cancer,while 2 cases of Luminal B in axillary lymph node metastasis and 1 case of Her?2 overexpression. Conclusion The expressions of ER, PR, Her?2 and Ki67 in primary tumor and axillary lymph node metastasis of some breast cancer were different. Immunohistochemistry for primary tumor and axillary lymph node metastasis of stage II?III breast cancer patients should be routinely carried out. Based on molecular typing of primary tumor and axillary lymph node metastasis,individualized treatment plan can be developed,so that patients will benefit from it.
10.Research Advances in Cyprinid Herpesvirus 3.
Shucheng ZHENG ; Qing WANG ; Yingying LI ; Weiwei ZENG ; Yingying WANG ; Chun LIU ; Hongru LIANG ; Cunbin SHI
Chinese Journal of Virology 2016;32(1):108-120
Cyprinid herpesvirus 3 (CyHV-3) is the causative agent of an extremely contagious and aggressive disease afflicting common corp Cyprinus carpio L. termed koi herpesvirus disease (KHVD). Since it was first reported in 1997, the virus has spread worldwide rapidly, leading to enormous financial losses in industries based on common carp and koi carp. This review summarizes recent advances in CyHV-3 research on the etiology, epidemiology, pathogenesis, diagnosis, prevention, and control of KHVD.
Animals
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Fish Diseases
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diagnosis
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virology
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Fishes
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classification
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virology
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Herpesviridae
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genetics
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isolation & purification
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physiology
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Herpesviridae Infections
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diagnosis
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veterinary
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virology

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