1.Impact of donor kidney histopathological lesions on BK virus infection and its progression risk after kidney transplantation
Huimeng WANG ; Jiajia SUN ; Yongsheng LUO ; Xiaohu LI ; Jinfeng LI
Organ Transplantation 2025;16(3):443-452
Objective To investigate the impact of donor kidney histopathological lesions on the risk of BK virus (BKV) infection and progression after kidney transplantation. Methods A retrospective analysis was conducted on the clinical data of 326 kidney transplant recipients from deceased donors at the Department of Kidney Transplantation, the First Affiliated Hospital of Zhengzhou University, from January 2019 to June 2020. The recipients were divided into two groups based on whether BKV infection occurred after kidney transplantation: the BKV infection group (145 cases) and the non-BKV infection group (181 cases). The correlation between donor kidney histopathological findings from zero-hour biopsy and BKV infection, as well as the impact on the risk and progression of BKV infection, was analyzed. Results The incidence of BKV infection among the 326 kidney transplant recipients was 44.5% (145/326). The clearance rate of BKV after infection was 82.1% (119/145), while 17.9% (26/145) progressed to BKV viremia. Among the 326 qualified kidney biopsy specimens, 32 cases showed mild tubular atrophy, 324 cases had mild acute tubular injury, 27 cases exhibited mild hyaline arteriosclerosis, 10 cases had moderate to severe hyaline arteriosclerosis, 7 cases showed mild interstitial inflammation, 23 cases had mild interstitial fibrosis, 6 cases exhibited mild arterial intimal fibrosis, and 1 case had moderate to severe arterial intimal fibrosis. Multivariate logistic regression analysis revealed that male recipients, donor age and tubular atrophy were independent risk factors for BKV infection (all P<0.05). Tubular atrophy was also an independent risk factor for the progression from BKV uria to BKV viremia (P<0.05). Conclusions Donor kidney histopathological lesions have a certain impact on BKV infection and progression after kidney transplantation. Patients with more severe tubular atrophy in donor kidneys have a higher risk of BKV infection after kidney transplantation and are more likely to progress to BKV viremia.
2.Key Points for Quality Management in Phase Ⅰ Clinical Trials of Anti-Tumor Drugs
Li GONG ; Bin LIAO ; Jie SHEN ; Juan ZHAO ; Yi GONG ; Xiaoxiao LU ; Huiyao YANG ; Sha LI ; Yongsheng LI
Cancer Research on Prevention and Treatment 2025;52(5):347-354
Phase Ⅰ clinical trials play a crucial role in the research and development of new drugs, serving as the initial studies to assess their safety, tolerability, effectiveness, and pharmacokinetic properties in humans. These trials involve uncertainties regarding safety and efficacy. Comprehensive management of all aspects of phase Ⅰ clinical trials for anti-tumor drugs is crucial to protect the rights and safety of participants. This article provides an in-depth analysis of the key points and precautions necessary for effective quality control throughout the process. The analysis is informed by guidelines such as the “Good Clinical Practice for Drugs” “Key Points and Judgment Principles for Drug Registration Verification” “Key Points and Judgment Principles for Supervision and Inspection of Drug Clinical Trial Institutions” and the standard operating procedures for quality control of the center. Topics discussed include informed consent, inclusion criteria, experimental drugs, biological samples, adverse events, and serious adverse events. The goal is to standardize quality control in phase Ⅰ clinical trials of anti-tumor drugs, ensure the authenticity and reliability of clinical trial data, and protect the rights and safety of participants.
3.Adverse treatment outcome and spatio temporal characteristics of pulmonary tuberculosis cases among students in Qinghai Province, 2013-2023
MA Binzhong, LI Yongsheng, LIANG Da, SI Yajing
Chinese Journal of School Health 2025;46(9):1328-1332
Objective:
To analyze the adverse treatment outcome status and spatio temporal characteristics of pulmonary tuberculosis cases among students in Qinghai Province, providing a reference basis for pulmonary tuberculosis prevention and control in schools.
Methods:
The data of student pulmonary tuberculosis cases during 2013-2023 in Qinghai Province were obtained through the "National Tuberculosis Management Information System", and the treatment outcome was retrospectively analyzed. The Joinpoint model was applied to analyze the adverse outcome rate trend. Global and local spatial autocorrelation analysis, and spatiotemporal scan cluster analysis were conducted on the adverse outcome rate of pulmonary tuberculosis among students in Qinghai Province.
Results:
During 2013-2023, 488 cases of adverse outcomes were reported among 6 155 students with pulmonary tuberculosis in Qinghai Province, with an adverse outcome rate of 7.93%. The reporting adverse outcome rate of pulmonary tuberculosis among students showed a downward trend from 2013 to 2023 (APC=-16.20, t =-3.89, P <0.05). The results of spatial autocorrelation showed that the adverse outcome rate of pulmonary tuberculosis was Moran s I >0 among students in Qinghai Province. Among them, there was a spatially positive correlation in the adverse outcome rate of pulmonary tuberculosis among students in 2020, 2021 and 2022(all Z >1.96, all P <0.05). The results of clustering and outlier analysis in local spatial autocorrelation showed that the areas with high high aggregation were mainly concentrated in Yushu Prefecture(Zhiduo County, Zaduo County, Nangqian County, Yushu City), Huangnan Prefecture (Zeku County, Henan County) and Hainan Prefecture (Tongde County). The low low concentration areas were distributed in Haidong City, Xining City, Haibei Prefecture (Gangcha County, Qilian County), Haixi Prefecture (Tianjun County, Ulan County), Hainan Prefecture (Gonghe County, Guide County) and Huangnan Prefecture (Tongren City, Jianzha County). The spatio temporal scanning showed that a total of two possible aggregation areas had been detected. Among them, the first level aggregation area composed of 10 counties and districts in Yushu Prefecture and Guoluo Prefecture of Qinghai Province, and the cluster radius was 658.09 km, the RR was 10.58 , and the LLR was 305.91; the second level aggregation area was composed of 16 counties and districts in Hainan Prefecture, Haixi Prefecture, Huangnan Prefecture and Guoluo Prefecture, and the cluster radius was 407.02 km, the RR was 9.83, and the LLR was 152.48 (both P <0.05).
Conclusions
The reporting rates of adverse treatment outcome of pulmonary tuberculosis cases among students in Qinghai Province remain relatively high and unevenly distribute throughout the province. Supervision should be strengthened to improve cases compliance,and to reduce student pulmonary tuberculosis adverse treatment outcomes incidence.
4.Dynamic gait parameters reveal long-term compensatory characteristics in knee joint function recovery following anterior cruciate ligament reconstruction: A retrospective cohort study.
Qitai LIN ; Zehao LI ; Meiming LI ; Yongsheng MA ; Wenming YANG ; Yugang XING ; Yang LIU ; Ruifeng LIANG ; Yixuan ZHANG ; Ruipeng ZHAO ; Wangping DUAN ; Pengcui LI ; Xiaochun WEI
Chinese Medical Journal 2025;138(22):3016-3018
5.Clinical and therapeutic analysis of 22 patients with traumatic spinopelvic dissociation.
Min WU ; Jianzhong GUAN ; Xiaotian CHEN ; Xiaopan WANG ; Peishuai ZHAO ; Yongsheng WANG ; Jiaqiang CHEN ; Leyu LIU ; Renjie LI
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(6):692-700
OBJECTIVE:
To review the clinical characteristics of patients with traumatic spinopelvic dissociation (SPD) and explore the diagnostic and therapeutic methods.
METHODS:
A clinical data of 22 patients with SPD who underwent surgical treatment between March 2019 and August 2024 was retrospectively analyzed. There were 13 males and 9 females, with an average age of 35.5 years (range, 14-61 years). The causes of injury included falling from height in 16 cases, traffic accidents in 5 cases, and compression injury in 1 case. Sacral fractures were classified based on morphology into "U" type (9 cases), "H" type (7 cases), "T" type (4 cases), and "λ" type (2 cases). According to the Roy-Camille classification, there were 4 cases of type Ⅰ, 12 cases of type Ⅱ, 2 cases of type Ⅲ, and 4 cases of type Ⅳ. The Cobb angle was (35.7± 22.0)°. Sixteen patients were accompanied by lumbosacral trunk and cauda equina nerve injury, which was classified as grade Ⅱ in 5 cases, grade Ⅲ in 5 cases, and grade Ⅳ in 6 cases according to the Gibbons grading. The time from injury to operation was 2-17 days (mean, 5.7 days). Based on the type of sacral fracture and sacral nerve injury, 6 cases were treated with closed reduction and minimally invasive percutaneous sacroiliac screw fixation, 16 cases were treated with open reduction and lumbar iliac fixation (8 cases)/triangular fixation (8 cases). Among them, 11 patients with severe fracture displacement and kyphotic deformity leading to sacral canal stenosis or bony impingement within the sacral foramen underwent laminectomy and sacral nerve decompression. X-ray films and CT were reviewed during followed-up. The Matta score was used to evaluate the quality of fracture reduction. At last follow-up, the Majeed score was used to assess the functional recovery, and the Gibbons grading was used to evaluate the nerve function.
RESULTS:
All operations were successfully completed. All patients were followed up 8-64 months (mean, 20.4 months). Two patients developed deep vein thrombosis of the lower limbs, 2 had incision infections, and 1 developed a sacral pressure ulcer; no other complications occurred. Radiological examination showed that the Cobb angle was (12.0±6.8)°, which was significantly different from the preoperative one ( t=6.000, P<0.001). The Cobb angle in 16 patients who underwent open reduction was (14.9±5.5)°, which was significantly different from the preoperative one [(46.8±13.9)° ] ( t=8.684, P<0.001). According to the Matta scoring criteria, the quality of fracture reduction was rated as excellent in 8 cases, good in 7 cases, fair in 5 cases, and poor in 2 cases, with an excellent and good rate of 68.2%. Bone callus formation was observed at the fracture site in all patients at 12 weeks after operation, and bony union achieved in all cases at last follow-up, with a healing time ranging from 12 to 36 weeks (mean, 17.6 weeks). At last follow-up, the Majeed score was rated as excellent in 7 cases, good in 10 cases, fair in 4 cases, and poor in 1 case, with an excellent and good rate of 77.3%. One patient experienced a unilateral iliac screw breakage at 12 months after operation, but the fracture had already healed, and there was no loss of reduction. Among the 16 patients with preoperative sacral nerve injury, 11 cases showed improvement in nerve function (6 cases) or recovery (5 cases).
CONCLUSION
SPD with low incidence, multiple associated injuries, and high incidence of sacral nerve injury, requires timely decompression of the sacral canal for symptomatic sacral nerve compression, fractures reduction, deformities correction, and stable fixation.
Humans
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Adult
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Female
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Male
;
Retrospective Studies
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Middle Aged
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Spinal Fractures/diagnostic imaging*
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Adolescent
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Sacrum/diagnostic imaging*
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Fracture Fixation, Internal/methods*
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Young Adult
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Pelvic Bones/surgery*
;
Treatment Outcome
;
Bone Screws
6.Expert consensus on digital restoration of complete dentures.
Yue FENG ; Zhihong FENG ; Jing LI ; Jihua CHEN ; Haiyang YU ; Xinquan JIANG ; Yongsheng ZHOU ; Yumei ZHANG ; Cui HUANG ; Baiping FU ; Yan WANG ; Hui CHENG ; Jianfeng MA ; Qingsong JIANG ; Hongbing LIAO ; Chufan MA ; Weicai LIU ; Guofeng WU ; Sheng YANG ; Zhe WU ; Shizhu BAI ; Ming FANG ; Yan DONG ; Jiang WU ; Lin NIU ; Ling ZHANG ; Fu WANG ; Lina NIU
International Journal of Oral Science 2025;17(1):58-58
Digital technologies have become an integral part of complete denture restoration. With advancement in computer-aided design and computer-aided manufacturing (CAD/CAM), tools such as intraoral scanning, facial scanning, 3D printing, and numerical control machining are reshaping the workflow of complete denture restoration. Unlike conventional methods that rely heavily on clinical experience and manual techniques, digital technologies offer greater precision, predictability, and efficacy. They also streamline the process by reducing the number of patient visits and improving overall comfort. Despite these improvements, the clinical application of digital complete denture restoration still faces challenges that require further standardization. The major issues include appropriate case selection, establishing consistent digital workflows, and evaluating long-term outcomes. To address these challenges and provide clinical guidance for practitioners, this expert consensus outlines the principles, advantages, and limitations of digital complete denture technology. The aim of this review was to offer practical recommendations on indications, clinical procedures and precautions, evaluation metrics, and outcome assessment to support digital restoration of complete denture in clinical practice.
Humans
;
Denture, Complete
;
Computer-Aided Design
;
Denture Design/methods*
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Consensus
;
Printing, Three-Dimensional
7.Influencing factors and coping strategies for mental health promotion activities among junior and senior high schools from the perspective of teachers
LIU Xiaoquan, LI Peiyao, WANG Xingyu, YANG Jianing, TONG Yongsheng
Chinese Journal of School Health 2025;46(12):1731-1735
Objective:
To explore the facilitating and hindering factors of mental health promotion activities in junior and senior high schools from teachers perspectives, as well as coping strategies, so as to provide evidence for implementing teacher led mental health promotion programs.
Methods:
From September 2023 to September 2024, by using purposive sampling method, 5 junior high schools, 5 regular high schools, 2 vocational high schools in four provinces and municipalities (Tianjin, Shanxi, Shandong, and Jiangxi) were selected. A total of 92 teachers (78 homeroom teachers and 14 full time or part time psychological counselors) were interviewed using semi structured focus group discussions (one session per school, totaling 12 sessions). Thematic analysis was applied to code and analyze the interview transcripts.
Results:
The implementation of mental health promotion activities in middle schools was influenced by three levels: teachers, schools and society. Specifically, teachers exhibited a high support low capability phenomenon (81 participants supported conducting such activities, but 71 felt lacking in professional capacity); activity effectiveness and support systems were imbalanced (42 mentioned significant effects, while 78 reported insufficient support); there was a mismatch between student demand and activity content (9 mentioned students had psychological needs, but 11 indicated existing activities failed to meet these needs); administrative support and sustainability showed disparities (14 believed sufficient administrative support existed, while 37 noted sustainability issues); parental awareness and participation remained inadequate (11 highlighted parents need for mental health knowledge, and 37 perceived insufficient understanding of psychological issues among parents). Effective strategies included enhancing teachers effectiveness, providing essential skill training, focusing on the needs of teenagers,enhancing program sustainability, and eliminating misconceptions about mental health among parents.
Conclusion
Mental health promotion activities in junior and senior high schools should focus on enhancing teachers skills, improving activity sustainability, reducing stigma among parents, and establishing a collaborative network for school based mental health promotion.
8.Construction and application of a whole-process intelligent drug dispensing mode in a hospital′s inpatient pharmacy
Xueyuan BI ; Yongsheng LI ; Ting FAN
Chinese Journal of Hospital Administration 2024;40(9):713-717
In order to optimize the management mode of drug dispensing in inpatient pharmacy, in April 2023, a tertiary hospital constructed and initiated the whole-process intelligent drug dispensing mode in inpatient pharmacy. By jointly applying hospital information system, pre-approval system, paperless dispensing traceability system, and intelligent distribution system, a standardized business process of " pharmacist confirms orders → medication retrieval/verification/packaging → logistics distribution → nurse verification/dispensing" had been established, achieving visibility, controllability, and traceability of the entire drug dispensing process, ensuring drug safety of wards. Before the implementation of this mode (June 2022 to January 2023), the average number of dispensing orders per month in the hospital′s inpatient pharmacy was 8 498, with an error rate of 3.23% and an average completion time of 15.50 min per order; After implementation (June 2023 to January 2024), the average number of orders per month was 10 099, with an error rate reduced to 0.63%, and the completion time for each order was shortened to 10.10 min. The application of the whole-process intelligent drug dispensing mode had reduced dispensing error rates, and improved work efficiency, which could provide references for other public hospitals to promote intelligent drug dispensing.
9.Effect of miR-511-3p targeting ATP2A2 to regulate endoplasmic reticulum stress on proliferation and apoptosis of lung cancer cells
Jixing ZHAO ; Wencong HUANG ; Wu YAN ; Yongsheng LI
Cancer Research and Clinic 2024;36(6):421-428
Objective:To explore the effect of miRNA-511-3p (miR-511-3p) on the proliferation and apoptosis of lung cancer cells, and the possible role of ATP2A2 and endoplasmic reticulum stress therein.Methods:Lung cancer tissues and paracancerous normal tissues (>2 cm from the tumor) were retrospectively collected from 69 lung cancer patients who were admitted to Huizhou Central People's Hospital from January 2020 to March 2022. Real-time fluorescence quantitative polymerase chain reaction (qRT-PCR) was used to detect the transcript-level relative expression of miR-511-3p in cancer and paracancerous tissues, as well as immortalized lung epithelial cell line BEAS-2B, human lung cell line CCD-19Lu, and human lung carcinoma cell lines A549, H1975 and H1299. The lung cancer cell line A549 with the lowest relative expression level of miR-511-3p was selected for subsequent experiments. The cells were divided into miR control group (transfected with miR-511-3p irrelevant sequence), miR-511-3p overexpression group (transfected with miR-511-3p mimic), and miR-511-3p knockdown group (transfected with miR-511-3p repressor); and the additional A549 cells were taken and divided into ATP2A2 overexpression control group (transfected with its empty plasmid), ATP2A2 overexpression group (transfected with ATP2A2 overexpression plasmid), and ATP2A2 knockdown control group (transfected with irrelevant small interfering RNA plasmid) and ATP2A2 knockdown group (transfected with ATP2A2 small interfering RNA plasmid). The transcript-level relative expression of miR-511-3p and ATP2A2 in A549 cells in each group was detected by qRT-PCR; the relative expressions of ATP2A2 protein and endoplasmic reticulum stress marker proteins in each group were detected by Western blotting; the targeting relationship between miR-511-3p and ATP2A2 mRNA was verified by dual-luciferase reporter gene assay; CCK-8 assay was used to detect the proliferation ability of A549 cells in each group (expressed as absorbance value); flow cytometry was used to detect the percentage of apoptotic cells in A549 cells in each group; inorganic phosphorus colorimetry was used to detect the activity of Ca 2+-ATPase in A549 cells in each group; fluorescent probe assay was used to detect the Ca 2+ concentration in A549 cells in each group. Results:The transcript-level relative expression of miR-511-3p in lung cancer tissues and paracancerous tissues of 69 patients were 0.08±0.03 and 0.17±0.12, respectively, and the difference was statistically significant ( t= 6.04, P<0.05). The percentage of apoptotic cells in A549 cells in the miR-511-3p overexpression group, miR-511-3p knockdown group and miR control group was (58.1±6.1)%, (11.0±1.3)% and (22.0±2.1)%, respectively. The percentage of apoptotic cells in the miR-511-3p overexpression group was higher than that in the miR control group, and the percentage of apoptotic cells in the miR-511-3p knockdown group was lower than that in the control group, and the differences were statistically significant ( t values were 9.70 and 7.64, respectively, both P<0.05). After 24, 48 and 72 h of culture, the proliferation ability of A549 cells in the miR-511-3p overexpression group was lower than that in the miR control group, the proliferation ability of A549 cells in the miR-511-3p knockdown group was higher than that in the miR control group, and the differences were statistically significant (all P < 0.05). The percentage of apoptotic cells in A549 cells of ATP2A2 knockdown group and ATP2A2 knockdown control group were (58.2±1.5)% and (23.8±1.0)%, respectively, and the difference was statistically significant ( t= 33.94, P < 0.05); the percentage of apoptotic cells in A549 cells of ATP2A2 overexpression group and ATP2A2 overexpression control group were (13.8±2.0)% and (23.8±1.0)%, respectively, and the difference was statistically significant ( t= 7.96, P < 0.05). The transcript-level relative expression of ATP2A2 in A549 cells of miR-511-3p overexpression group was lower than that of miR control group, the transcript-level relative expression of ATP2A2 in A549 cells of miR-511-3p knockdown group was higher than that of control group, and the differences were statistically significant ( t values were 5.76 and 6.40, respectively, both P < 0.05); the relative expression of ATP2A2 protein in A549 cells of miR-511-3p overexpression group was lower than that of its control group, and the relative expression of ATP2A2 protein in A549 cells of miR-511-3p knockdown group was higher than that of its control group, and the differences were statistically significant (both P < 0.05). Dual-luciferase reporter gene assay verified the targeting relationship between miR-511-3p and ATP2A2 mRNA. The percentage of apoptotic cells in A549 cells in the control group, miR-511-3p overexpression group, ATP2A2 overexpression group, and miR - 511 - 3p overexpression+ ATP2A2 overexpression group were (21.5±3.0)%, (58.1±5.0)%, (13.3±1.2)%, and (20.5±4.0)%, respectively, and the difference was statistically significant (F= 73.28, P < 0.001); the percentage of apoptotic cells in A549 cells in the control group, miR-511-3p knockdown group, ATP2A2 knockdown group, and miR-511-3p knockdown+ ATP2A2 knockdown group were (23.5±3.0)%, (11.3±1.2)%, (60.1±7.0)%, and (25.6±5.0)%, respectively, and the difference was statistically significant ( F= 78.45, P < 0.001). The Ca 2+-ATPase activity in A549 cells of ATP2A2 overexpression group was higher than that of its control group, the Ca 2+-ATPase activity in A549 cells of ATP2A2 knockdown group was lower than that of its control group, and the differences were statistically significant ( t values were 4.61 and 6.07, respectively, both P < 0.05); the intracellular Ca 2+ concentration in A549 cells of ATP2A2 overexpression group was lower than that of its control group, the intracellular Ca 2+ concentration in A549 cells of ATP2A2 knockdown group was higher than that of its control group, and the differences were statistically significant ( t values were 3.30 and 3.95, respectively, both P < 0.05). The Ca 2+-ATPase activity in the miR-511-3p overexpression group was lower than that in the miR control group, the Ca 2+-ATPase activity in the miR- 511-3p knockdown group was higher than that in the miR control group, and the differences were statistically significant ( t values were 6.54 and 4.16, respectively, both P < 0.05); the intracellular Ca 2+ concentration in A549 cells of miR-511-3p overexpression group was higher than that of miR control group, the intracellular Ca 2+ concentration in A549 cells of miR - 511 - 3p knockdown group was lower than that of miR control group, and the differences were statistically significant ( t values were 3.60 and 6.23, respectively, both P < 0.05). The relative expressions of endoplasmic reticulum stress markers GRP78, PERK, p - eIF2a, ATF4, and CHOP proteins in A549 cells with knockdown of ATP2A2 or overexpression of miR-511-3p were higher than those in the corresponding control groups, and the differences were statistically significant (all P < 0.05); the relative expressions of all proteins in A549 cells with overexpression of ATP2A2 or knockdown of miR-511-3p were lower than those in the corresponding control groups (all P < 0.05). Conclusions:Changes in miR-511-3p level may affect the proliferation and apoptosis of lung cancer cells, and the mechanism may be that it affects the apoptosis of lung cancer cells by targeting ATP2A2 to regulate the endoplasmic reticulum stress.
10.Diagnostic value of artificial intelligence based on lung CT for benign and malignant pulmonary nodules
Dankun ZHANG ; Feng CUI ; Yongsheng ZHANG ; Liang DU ; Huanguo LI ; Caiyong ZHAO ; Zhiping LI
China Modern Doctor 2024;62(23):44-47
Objective To explore the value of artificial intelligence(AI)in the diagnosis of pulmonary nodules in terms of consistency and efficiency compared with two radiologists(physician 1 is a chief physician and physician 2 is a deputy chief physician)in the diagnosis of benign and malignant pulmonary nodules using computed tomography(CT).Methods Retrospective analysis of 201 patients with pulmonary nodules confirmed by surgery pathology at Hangzhou Municipal Hospital affiliated to Zhejiang Chinese Medical University from January 2021 to October 2022,including a total of 229 pulmonary nodules,of which 74 were benign and 155 were malignant.The consistency of AI diagnosis with two radiologists was evaluated by weighted Kappa test,and the diagnostic performance of AI with the two radiologists was evaluated by the receiver operating characteristic curve(ROC).Results In the diagnosis of the benign and malignant nature of partial solid nodules,ground-glass nodules,solid nodules,and partial ground-glass and solid plus ground-glass nodules,the consistency between AI and physician 2 was higher than that between AI and physician 1.Additionally,the area under the curve(AUC)of physician 2 was higher than that of AI and physician 1 with statistically significant differences between the AUCs of ground-glass nodules,solid nodules,and partial ground-glass and solid plus ground-glass nodules(P<0.05).In the diagnosis of the benign and malignant nature of partial solid nodules and ground-glass nodules,the AUC of physician 1 was higher than that of AI,but there was no statistically significant difference between the two(P>0.05).In the diagnosis of the benign and malignant nature of solid nodules and partial ground-glass and solid plus ground-glass nodules,the AUC of AI was higher than that of physician 1 with statistically significant differences between the two(P<0.05).In the diagnosis of the benign and malignant nature of ground-glass nodules,solid nodules,and partial ground-glass and solid plus ground-glass nodules,AI's sensitivity(97%,92%,and 94%)was higher than that of physician 1(58%,89%,and 72%)and physician 2(83%,84%,and 85%).Conclusion AI has a certain diagnostic efficacy in the diagnosis of pulmonary nodules malignancy.The overall diagnostic efficacy of the AI system used in this study is between that of physician 1 and physician 2,but its sensitivity is higher than that of the latter two.


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