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.Protective effect of glycyrrhiza polysaccharide on H2O2-induced oxidative stress damage in broiler liver cells
Xueying WANG ; Huining HOU ; Yongsheng AN ; Jia LU ; Rishun LI ; Cai ZHANG
Chinese Journal of Veterinary Science 2024;44(8):1773-1781
The purpose of this study was to explore the protective effect of glycyrrhiza polysaccha-ride on oxidative stress-induced liver cell damage in broiler chickens,and to study its mechanism of action.Primary broiler liver cells cultured in vitro were divided into blank control group,H2 O2 in-duction group,glycyrrhiza polysaccharide group and H2O2+glycyrrhiza polysaccharide group;CCK-8 reagent was used to detect liver cell activity in broiler chickens,JC-1 and DAPI staining kits were used to detect cell apoptosis,relevant kits were used to detect GSH-Px,SOD,CAT,MDA content,and T-AOC levels.qRT-PCR was used to detect antioxidant genes Nrf2,Keap-1,GPx1,SOD,CAT and inflammatory genes TLR4,MyD88,NF-κB,TNF-α、IL-6,IL-1β、IL-4 and IL-10.The results showed that compared with the H2O2 induced group,glycyrrhiza polysaccharide pretreat-ment could significantly enhance liver cell activity and reduce cell apoptosis in broiler chickens;compared with the H2O2 induced group,glycyrrhiza polysaccharide pretreatment could significant-ly increase cell GSH-Px,SOD,CAT,MDA content and T-AOC levels,and inhibit MDA genera-tion;qRT-PCR detection showed that glycyrrhiza polysaccharide could significantly increase the relative expression levels of Nrf2,Keap-1,GPx1,SOD,CAT,IL-4 and IL-10,while significantly re-ducing MyD88,NF-κB,TNF-α,IL-6 and IL-1β.The results indicated that glycyrrhiza polysaccha-ride enhance the activity of antioxidant enzymes by activating the Nrf2 signaling pathway and in-hibit TLR4 signaling pathway transduction,significantly improving oxidative stress damage in broiler liver cells.
5.Eye movements characteristics of image processing in self-rated depressed college students
Yifan JIA ; Yongsheng WANG ; Yang HAN ; Fang LI ; Liuliu LU ; Xuejun BAI
Chinese Mental Health Journal 2024;38(12):1079-1085
Objective:To investigate the eye movement characteristics of non-emotional pictures and emotion-al pictures in college students with different self-rating levels of depression.Methods:The Baker Depression Ques-tionnaire(BDI-2)was used to select 20 college students in high score group(BDI-2 score≥ 18 points)and 20 col-lege students in low score group(BDI-2 score ≤2 points).In experiment 1 the different finding tasks were used to investigate the difference of eye movement features between the two groups when viewing non-emotional pic-tures.In experiment 2 the expression recognition tasks were used to investigate the difference of the eye movement features between the two groups when viewing emotional pictures.Results:The results of experiment 1 showed that when completing the judgment task,the fixation times of each interest area of non-emotional images was smaller in the high score group than in the low score group(P<0.01).The results of experiment 2 showed that the reaction time was longer to sad faces than to happy faces in the high score group(P<0.05),and the correct rate to sad faces was higher in the high score group than in the low score group(P<0.05).For the eye interest area,the first fixation arrival time was earlier in the high score group than in the low score group(P<0.001),and the first fixa-tion time and total fixation time were shorter in the high score group than in the low score group(Ps<0.01).Con-clusion:College students with high self-rating level of depression show a decrease of interest when viewing non-e-motional pictures,and show an advantage in processing negative emotional information and avoiding eye gaze when viewing emotional pictures.
6.The clinicopathologic characteristics and prognosis of 65 differentiated thyroid cancer patients with lung metastasis
Yongsheng JIA ; Dapeng LI ; Yan ZHANG ; Libu ZHANG ; Xiaoyong YANG ; Linfei HU ; Dong DAI ; Xiangqian ZHENG
Chinese Journal of General Surgery 2024;39(9):707-712
Objectives:To explore the clinicopathological characteristics and prognostic risk factors in differentiated thyroid cancer (DTC) patients with lung metastasis.Methods:Patients of differentiated thyroid cancer with lung metastasis in Tianjin Medical University Cancer Institute & Hospital were enrolled from Jan 1, 2010 to Dec 31, 2016. The clinicopathological characteristics and risk factors affecting the prognosis were analyzed retrospectively.Results:A total of 65 DTC patients with lung metastasis were collected in this study, including 56 patients with papillary thyroid carcinoma and 9 patients with follicular thyroid carcinoma; 23 patients died and 42 patients survived. Median follow-up time was 99.4 months. There were 18 males, 47 females. Age 14-73 years, median age 51.0 years. High incidence of DTC lung metastasis was 50-59 years for males and 40-49 years for females. Based on AJCC 8th edition TNM staging, there were 37 patients in stage Ⅱ (age <55 years) and 28 patients in stage Ⅳb (age ≥55 years). The number of 131Ⅰ treatments performed ranged from 1 to 13 times, with a mean of 3.9 times. Firty-five patients were with lung metastasis alone, and 10 patients with lung metastasis and distant metastasis in other organs. Eleven patients suffered from hypoparathyroidism after 131Ⅰ treatment. COX multifactorial regression analysis found that age was independent risk factor affecting prognosis, multiple organs distant metastasis and pathologic subtype were relative risk factors affecting prognosis. There was no correlation between gender, number of 131Ⅰ treatments and poor prognosis. Conclusions:DTC has a high survival even with the occurrence of lung metastasis, but the prognosis is poor when combined with multi-organ metastasis. Age and multiple organ distant metastatic are independent risk factors affecting prognosis.
7.Short term efficacy on 3D printing assisted reconstruction of traumatic digit joint defects using rib and costoosteochondral autograft
Chaofeng XING ; Zhiyu HU ; Xiazhi LIU ; Tao YANG ; Jia CHEN ; Zirun XIAO ; Li SONG ; Beibei CHENG ; Yingjie XIONG ; Guangchao ZHANG ; Yongsheng HE ; Gaowei ZHANG
Chinese Journal of Microsurgery 2024;47(3):280-286
Objective:To explore the short-term efficacy on 3D printing assisted reconstruction of traumatic digit joint defects using rib and costo-osteochondral autograft.Methods:From August 2022 to July 2023, 7 patients with open digit joint defects had undergone emergency primary debridement and fracture fixation in the Department of Orthopaedics, 988th Hospital of the Joint Logistics Support Force of PLA. Patients with more phalangeal defects that could not be aligned were treated with antibiotic bone cement filling in the emergency surgery. In the second stage surgery, bone cement was removed and transfer of rib cartilage graft was performed to reconstruct the digit joint defect. According to a 1∶1 3D printed hand templates, rib cartilage grafts were crafted to the shape of digit joints, and then spliced together the digit joints and bone defects for fixation. Follow-up X-ray examinations were taken and assessment of the healing status of rib and fractures of phalangeal and metacarpophalangeal bones were carried out according to the Paley fracture healing score. At the outpatient follow-up, assessment of transferred joint movement and evaluation of upper limb function were conducted according to the Evaluation Trial Standards of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association. Visual Analogue Scale (VAS) pain scores were evaluated from the affected digits and donor sites.Results:After reconstructive surgery, all 7 patients had primary healing of the wounds of hand. One patient had fat liquefaction at the donor site, and the rest had primary donor site healing. One patient received further surgery for extensor tendon repair after rib cartilage grafting due to the digital extensor tendon injury. All 7 patients were included in postoperative follow-up for 6-11 months, with an average of 9 months. All patients had excellent fracture healing according to the Paley fracture healing score. At the final follow-up, the extension and flexion of the digit joints were found at 40°-80° (average 56.2°) for proximal interphalangeal joints (4 patients), and 10° in extension and 85° in flexion for metacarpophalangeal joint (1 patient). The range of motion of the thumb interphalangeal joint (2 patients) was 20°-35° (average 27.5°). Hand function was assessed according to Evaluation Trial Standards of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association and it was found that 3 patients were in excellent, 3 in good and 1 in fair.Conclusion:This study focused on the treatment of traumatic digit joint defects by transfer of individually crafted rib cartilages in reconstruction of the defected digit joint. It significantly improves the appearance and function of the defected digit joints, especially suitable for the irregular defects of phalangeal bones.
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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