1.Knowledge and adaptive behavior of food delivery riders during high temperature and heat wave
QIU Yidan ; GU Shaohua ; WANG Aihong ; LU Beibei ; SHI Bijun ; WANG Yong ; ZHANG Dandan
Journal of Preventive Medicine 2026;38(1):93-97
Objective:
To investigate the status of heat illness, knowledge awareness and adaptive behaviors of heat wave knowledge among food delivery riders, so as to provide a basis for optimizing heat wave response measures for food delivery riders.
Methods:
In November 2022, food delivery riders from a large food delivery platform in Ningbo City, Zhejiang Province were selected as survey subjects using a cluster sampling method. A self-designed electronic questionnaire was used to select demographic information, work status, lifestyle behaviors and disease history, heat illness status, knowledge awareness and adaptive behaviors of heatwave.
Results:
A total of 911 questionnaires were distributed, and 830 valid questionnaires were recovered, resulting in a valid response rate of 91.11%. Among the respondents, 796 (95.90%) were male, and 818 (98.55%) worked full-time. The mean age was (27.75±8.00) years. A total of 470 respondents (56.63%) had a work tenure of less than 1 year. The primary working hours were 8-<12 hours, with 504 people accounting for 60.72%. There were 108 cases of heatstroke, with an occurrence rate of 13.01%. And 286 people reported heat-related symptoms, with an occurrence rate of 34.46%. The overall awareness rate of heat wave knowledge was 73.22%, while the awareness rate of heat warning signal classification was relatively low at 9.04%. The heat wave cognition score was (5.86±1.31) points. There were statistically significant differences in heat wave cognition scores among food delivery riders of different ages, educational levels, family annual income, work tenures, and work durations (all P<0.05). Regarding positive adaptive behaviors, the number of riders paying attention to weather forecasts and actively learning about preventive measures was higher (734 people each, accounting for 88.43%). Regarding negative adaptive behaviors, the number of riders who often drank ice-cold beverages was higher (509 people, accounting for 61.33%). The heat wave adaptive behavior score was (6.88±1.77) points. There were statistically significant differences in adaptive behavior scores among riders with different educational levels, family annual income, work tenures, and smoking frequency (all P<0.05).
Conclusions
The occurrence rates of heatstroke and heat-related symptoms among food delivery riders are relatively high. The knowledge awareness and adaptive behaviors regarding heat wave are at a moderate level. It is suggested to strengthen health education, reinforce risk cognition of heat wave, and promote positive adaptive behaviors among food delivery riders.
2.Investigation on the current status of blood safety surveillance and management in blood collection and supply institutions in Sichuan, China
Meng LI ; Kefen WANG ; Jialiang GAO ; Lizhou ZHAO ; Yishu WANG ; Yidan ZHANG ; Xuemei FU
Chinese Journal of Blood Transfusion 2026;39(2):209-216
Objective: Blood safety surveillance is a critical measure for the objective assessment of blood quality and enhancing transfusion safety. This study aims to comprehensively understand the current status of blood safety surveillance and management in blood collection and supply institutions in Sichuan Province, systematically analyze existing problems and vulnerabilities, and provide a basis for optimizing management strategies and improving capabilities to ensure blood safety. Methods: The Blood Safety Surveillance questionnaire was designed, covering adverse donor reaction reporting, management of adverse events, and transfusion adverse reaction feedback. An online survey was conducted via Questionnaire Star platform among 21 blood collection and supply institutions in the province, gathering information on management systems, process implementation, and utilization of monitoring data. The collected data were organized and statistically analyzed using Excel. Results: The questionnaire response rate and validity rate were both 100%. Blood collection and supply institutions in Sichuan Province have generally established a blood safety surveillance system and achieved positive outcomes. Regarding adverse events in blood collection and supply, 95.24% (20 institutions) have established reporting procedures, and 66.67% (14) collect information through multiple channels such as internal reports, external reports, and statistical trend feedback. A total of 90.48% (19) institutions regularly summarize and analyze adverse event data, and 85.71% (18) produce reports with improvement recommendations based on this analysis.71.43% (15) institutions implement reward and penalty measures, and 71.43% (15) report underreporting or omission due to accountability or performance concerns. In terms of monitoring adverse blood donation reactions, all blood collection and supply institutions have established full-process management systems.76.19% (16) collect data through multiple approaches, including on-site donation records, voluntary donor reports, and donor follow-ups. Adverse reactions were followed up in 95.24% (20) of institutions with 65% (13) completing follow-ups within 24 hours.80.95% (17) have established investigation procedures, while 66.67% (14) believe underreporting or omission still occurs. All blood collection and supply institutions regularly compile statistics on adverse donation reactions. Of these, 85.71% (18) institutions providing feedback to management departments and 90.48% (19) analyzing the data and making recommendations.76.19% (16) institutions use monitoring data for return donor management and targeted care, and 71.43% (15 stations) incorporate it into management reviews. Regarding adverse transfusion reactions, 95.24% (20) institutions have established and implemented procedures for isolating, recalling, and tracing of problematic blood units. However, only 42.86% (9) have established feedback mechanisms of adverse transfusion reaction with hospitals, and only 19.05% (4) support direct reporting via information systems.47.62% (10) institutions regularly analyze adverse transfusion reaction data, and 19.05% (4) provide feedback and recommendations to relevant hospitals. All blood collection and supply institutions reported challenges in collecting hospital feedback, citing complexities in data collection and reporting processes. Conclusion: Blood safety surveillance systems have been preliminarily established in Sichuan Province. However, further strengthening is still required, including conducting in-depth data analysis and utilization, standardizing the configuration of emergency medications and equipment, and improving feedback mechanisms for adverse transfusion reactions. To improve the overall level of blood safety management, it is recommended to strengthen closed-loop data management, improve feedback mechanisms between blood collection and supply institutions and hospitals, foster a non-punitive reporting culture, and systematically advance the regionalization and standardization of the monitoring system. These efforts will contribute to sustainably improving the overall effectiveness and sustainability of blood safety management.
3.Investigation of the current situation and cultivation path of science and technology ethics awareness in medical postgraduates
Jin XIE ; Jingjing WANG ; Xiaohui DAI ; Yidan LU ; Yun LIU
Chinese Journal of Medical Education Research 2025;24(10):1315-1321
Objective:To understand the current status and influencing factors for science and technology ethics awareness among medical postgraduates, explore scientific cultivation path, and provide empirical evidence for higher medical colleges to carry out science and technology ethics education.Methods:The study adopted a cluster sampling method and designed a questionnaire. A total of 2 095 medical postgraduates from Hebei Medical University participated in the survey from June to December 2023. SPSS 24.0 was used for non-parametric tests, and the ordered logistic regression analysis was used to explore the influencing factors.Results:A total of 1 992 valid questionnaires were collected, with a valid response rate of 95.08% (1 922/2 095). The qualified rate of science and technology ethics awareness among medical postgraduates was 90.76% (1 808/1 992), with 48.24% (961/1 992) of students falling into the good interval and 16.21% (323/1 992) falling into the excellent interval. The regression analysis showed that sex, academic category, students' attention to science and technology ethical issues, and understanding of ethical principles were significant influencing factors for medical postgraduates' science and technology ethics awareness ( P<0.05). Conclusions:The science and technology ethics awareness of medical postgraduates is at a medium level. Higher medical colleges should start from the needs and adhere to the direction of lifelong education to build a multi-subject, all-round, and all-process cultivation path. They can help students cultivate ethical awareness by improving the educational system, building a scientific teaching system, and creating a social education atmosphere. They can also help students internalize ethical norms and externalize them in their behaviors, and ensure that they can maintain ethical sensitivity in scientific and technological activities, thereby cultivating high-quality new medical and health professionals who can anticipate scientific and technological risks and assume ethical responsibilities.
4.A family study of autosomal dominant intellectual disability caused by pathogenic variations of the DYNC1H1 gene
Haipo YANG ; Hong PAN ; Shuang WANG ; Yidan LIU ; Cuijie WEI ; Yanbin FAN ; Danyu SONG ; Lin GE ; Hui XIONG
Chinese Journal of Applied Clinical Pediatrics 2025;40(4):290-294
Objective:To analyze and summarize clinical phenotypic characteristics and genetic variations in patients with intellectual disability and pathogenic variations of the DYNC1H1 gene across 4 generations within a single family. Methods:Retrospective case analysis.Clinical data of a child with epilepsy and intellectual disability and her family members were collected from the Children′s Medical Center, Peking University First Hospital on December 2019.The child was followed up regularly.DNA was extracted from the peripheral blood of the child′s family members.Then whole-exome sequencing and Sanger sequencing were performed to identify the genetic variation type in the proband and her family members.The relationship between genotype and phenotype was further analyzed.Results:A total of 13 patients across 4 generations in the family had intellectual disability, and the proband also had drug-resistant epilepsy.The variation c. 13556C> A (p.A4519E) of the DYNC1H1 gene was confirmed by gene testing in 8 patients (no blood samples were obtained from the remaining patients). Conclusions:DYNC1H1 gene-related intellectual disability in most previously reported cases are caused by novel variations of this gene.In this study, a large family of 13 intellectual disability patients across 4 generations caused by a pathogenic mutation in the DYNC1H1 gene was summarized.The findings make precise genetic counseling possible for this family and provide a basis for further studies on the relationship between the genotype and phenotype of the DYNC1H1 gene.
5.Application and regulatory challenges of organoid technology in medical field
Weilu CHENG ; Zehua WANG ; Yidan ZHANG ; Yinghui LIU
Chinese Journal of Tissue Engineering Research 2025;29(1):202-210
BACKGROUND:3D organoids have characteristics that resemble physiological tissues and to some extent mimic organ function,making them excellent models for applications ranging from basic development/stem cell research to personalized medicine. OBJECTIVE:To review and discuss the types of diseases and application areas such as tumor modeling that organoids can be applied to,as well as their regulatory status and challenges. METHODS:With"organoid,stem cell,disease model,3D printing technology,medical field"as Chinese and English search terms,we searched PubMed,Elsevier,WanFang,and CNKI databases to summarize and analyze organoid products at home and abroad,summarize the application of organoid technology in the medical field,and prospect the future development of organoid products in the medical field. RESULTS AND CONCLUSION:Organoids can break the limitations of traditional cell and animal models,avoid the ethical problems existing in clinical research,and have a high similarity to the source organ,a more similar performance to the physiology and pathology of human systems,and genetic stability,which has great advantages in current research.Organoids have been applied in the following fields:efficacy evaluation studies(preclinical models),including intestinal organoids,kidney organoids,liver organoids,gallbladder organoids,lung organoids,brain organoids,heart organoids,skin organoids,and reproductive system organoids;research on infectious diseases;cancer research and precision therapy;regenerative medicine;immune organoids.Although the United States,the European Union and China do not have perfect regulatory provisions,they are trying to promote the formulation of organoid regulatory laws and regulations.In China,although no organoid medical device products have been listed for the time being,its related regenerative medicine products have made breakthroughs.
6.A family study of autosomal dominant intellectual disability caused by pathogenic variations of the DYNC1H1 gene
Haipo YANG ; Hong PAN ; Shuang WANG ; Yidan LIU ; Cuijie WEI ; Yanbin FAN ; Danyu SONG ; Lin GE ; Hui XIONG
Chinese Journal of Applied Clinical Pediatrics 2025;40(4):290-294
Objective:To analyze and summarize clinical phenotypic characteristics and genetic variations in patients with intellectual disability and pathogenic variations of the DYNC1H1 gene across 4 generations within a single family. Methods:Retrospective case analysis.Clinical data of a child with epilepsy and intellectual disability and her family members were collected from the Children′s Medical Center, Peking University First Hospital on December 2019.The child was followed up regularly.DNA was extracted from the peripheral blood of the child′s family members.Then whole-exome sequencing and Sanger sequencing were performed to identify the genetic variation type in the proband and her family members.The relationship between genotype and phenotype was further analyzed.Results:A total of 13 patients across 4 generations in the family had intellectual disability, and the proband also had drug-resistant epilepsy.The variation c. 13556C> A (p.A4519E) of the DYNC1H1 gene was confirmed by gene testing in 8 patients (no blood samples were obtained from the remaining patients). Conclusions:DYNC1H1 gene-related intellectual disability in most previously reported cases are caused by novel variations of this gene.In this study, a large family of 13 intellectual disability patients across 4 generations caused by a pathogenic mutation in the DYNC1H1 gene was summarized.The findings make precise genetic counseling possible for this family and provide a basis for further studies on the relationship between the genotype and phenotype of the DYNC1H1 gene.
7.Renal injury in rats induced by a low-pressure and low-oxygen environment simulating movement from the plains to the plateau
Meng JIA ; Jimu QUZHEN ; Deji SUOLANG ; Yidan GUO ; Shikun GUO ; Huaying WEI ; Xiaoling ZHOU ; Ruiji WANG
Chinese Journal of Comparative Medicine 2025;35(4):79-87
Objective To explore time-related changes in renal function,renal injury biomarkers,and renal pathology in rats entering a low-pressure and low-oxygen(LPLO)environment simulating moving from the plains to a plateau.Methods Thirty male Sprague-Dawley rats were divided randomly into five groups(n=6 rats per group).Rats in the Control group were placed outside the chamber under normal pressure and oxygen conditions.Rats in the experimental groups were placed in an LPLO chamber to simulate a plateau environment at 5000 m above sea level,and were maintained in the chamber for 3,7,14,and 28 days,respectively.Serum levels of creatinine(CRE),cystatin C(CysC),neutrophil gelatinase-associated lipocalin(NGAL),kidney injury molecule-1(KIM-1),and interleukin-18(IL-18)were measured as biomarkers of renal injury.Pathological changes in the kidney were observed by hematoxylin and eosin and periodic acid-Schiff staining,with quantitative assessment of the following parameters:average glomerular diameter,peritubular capillary(PTC)density per tubule,tubular injury score,and outer medulla(OM)congestion score.Results NGAL,KIM-1,CysC,and CRE were significantly increased in the experimental compared with the Control group(all P<0.05).The average glomerulus diameter was significantly reduced in the LPLO 3 d group and significantly increased in the LPLO 14 d group(both P<0.05).The peritubular capillary(PTC)/tubule ratio was significantly decreased.The renal tubular injury and OM congestion scores were significantly increased(both P<0.05).Regression analysis showed that PTC/tubule was linearly negatively correlated with the LPLO duration,while CRE,CysC,and pathological indicators(mean glomerular diameter,OM congestion score,renal tubular injury score)were curvilinearly correlated with the duration of LPLO(all P<0.05).Variables with a curvilinear correlation were analyzed using restricted cubic splines(RCS).Each curve exhibited an inverted-L shape,with inflection points on day 7,indicating that the rate of increase of all indicators was highest within the first 7 days of LPLO,and the rate of increase then slowed from 7 days to 28 days.Conclusions A simulated move from a plains to a plateau environment was associated with significant structural and functional renal damage,but the kidneys then showed a self-adaptive adjustment process towards the plateau environment.
8.Efficacy and safety of endovascular treatment in young patients with symptomatic intracranial atherosclerotic stenosis: comparison with medical treatment alone
Yuxiang ZHANG ; Xi ZHANG ; Lili HUANG ; Yidan WANG ; Yun LUO ; Yun XU ; Jingwei LI
International Journal of Cerebrovascular Diseases 2025;33(6):435-441
Objective:To investigate the efficacy and safety of endovascular treatment (EVT) in young patients with symptomatic intracranial atherosclerotic stenosis (sICAS).Methods:Young patients with sICAS admitted to the Department of Neurology, Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University, Medical School from January 2020 to July 2024 were included retrospectively. According to the therapeutic modalities, they were divided into a best medical treatment (BMT) group and an EVT group. The efficacy outcome was any stroke recurrence or death within 30 days and 1 year. The safety outcome was symptomatic intracranial hemorrhage (sICH) within 30 days and restenosis within 1 year.Results:A total of 113 patients were enrolled, including 85 males (75.2%), with a median age of 43 (interquartile range, 37-48) years; 44 patients (38.9%) received EVT, and 69 (61.1%) received BMT. Among the 44 patients who underwent EVT, 8 (18.2%) underwent balloon angioplasty and 36 (81.8%) underwent stenting. There was no significant difference in the incidence of stroke recurrence or death within 30 days (2.9% vs. 2.3%) and sICH incidence (0% vs. 2.3%) between the BMT group and the EVT group. However, the 1-year stroke recurrence or death rate in the EVT group was significantly lower than that in the BMT group (18.8% vs. 4.5%; P=0.029). Cox proportional hazards regression analysis showed that EVT was independently associated with a lower incidence of stroke recurrence or death within 1 year (hazard ratio 0.225, 95% confidence interval 0.051-0.996; P<0.05). The median age of the balloon angioplasty group was significantly lower than that of the stenting group (33.5 years vs. 46 years; P=0.007), while there were no significant differences in other demographic and baseline data. There was no significant difference in all efficacy and safety outcome between the balloon angioplasty group and the stenting group. Conclusions:For young patients with sICAS who have an unsatisfactory response to drug treatment, EVT can reduce the risk of stroke recurrence or death within 1 year without increasing the risk of sICH. The safety and efficacy of balloon angioplasty and stenting are similar.
9.Analysis of neuromedin U remodeling the metabolic microenvironment of pancreatic tumors through Hedgehog signaling pathway
Yuchang WANG ; Yidan ZHANG ; Tianjiao HU ; Mingjia GAO ; Ning HAN ; Jiani ZHANG ; Rui ZHENG
Cancer Research and Clinic 2025;37(6):422-428
Objective:To construct an in situ pancreatic tumor model in mice and explore the mechanism of neuromedin U (NMU) remodeling the metabolic microenvironment of pancreatic tumors via the Hedgehog signaling pathway.Methods:C57BL/6 NMU -/- heterozygous mice were bred in one cage with a female-to-male ratio of 2:1. The tail tissues of offspring rats were taken, and knockout primers were designed according to the sequence structure of NMU gene. The C57BL/6 NMU -/- mouse genotypes were identified by polymerase chain reaction (PCR) and agarose gel electrophoresis. Five C57BL/6 NMU -/- homozygotes and five wild type mice aged 8 to 9 weeks were selected, and Panc02 cell suspension of pancreatic cancer in logarithmic growth phase was injected into pancreatic tail tissue to construct tumor bearing mice model of pancreatic tumor in situ. After 3 weeks of tumor loading, flow cytometry was used to detect the abundance changes of CD8 + T cells in the spleen tissues of two groups of mice. GSE102238 (data published in August 2017) and GSE62452 (data published in July 2016) datasets were download from the Gene Expression Omnibus (GEO) database, including 119 samples of pancreatic cancer tissue and 111 samples of normal pancreatic tissue adjacent to cancer, and the differential expression factors of the two groups of samples were screened. R language limma package was used to analyze the differential expression of NMU mRNA in pancreatic cancer tissues and adjacent normal tissues; the relative expression level of NMU mRNA in pancreatic cancer patients of different ages and tumor grades was analyzed by ggpubr package. The relative expression level data of NMU mRNA in pancreatic tumor patients were extracted, and the patients were divided into high expression group (>2.48) and low expression group (<2.48) based on the median value (2.48). The CIBERSORT algorithm was used to calculate the difference in the content of infiltrating immune cells in pancreatic tumors between the two groups of patients. The overall survival of patients with different relative expression levels of NMU mRNA in the OncoLnc database (59 cases in the high expression group and 59 cases in the low expression group) was compared. The data of 178 patients with pancreatic cancer in TCGA-PAAD of The Cancer Genome Atlas (TCGA) database (updated in March 2024) were download. According to the median value of relative expression of NMU mRNA (2.740), the patients were divided into the high expression group (>2.740) and the low expression group (<2.740), with 89 cases in each group. GSEA software was used to analyze the biological functions and pathways in which the genes enriched significantly. The molecules and key targets for molecular docking were explored using the large molecule protein interaction tool PDBePISA. Spearman correlation analysis was performed using R language data packets. Results:The results of C57BL/6 NMU -/- mouse genotypes analyzed by using the gel electrophoresis pattern of PCR amplification products of tail tissues showed that the wild type was one 380 bp electrophoretic band, the homozygous type was one 450 bp electrophoretic band, and the heterozygous type was 450 bp and 380 bp electrophoretic bands. After identifying and screening pure strains mouse, reproduction was carried out, and C57BL/6 NMU -/- homozygous mice were successfully obtained. The results of flow cytometry analysis showed that the proportion of CD8 + T cells in the spleen tissues of C57BL/6 NMU -/- wild-type and homozygous pancreatic tumor bearing mice was (30.38±0.37)% and (37.00±0.48)%, with a statistically significant difference between the two groups ( t = 9.79, P < 0.001). The absolute values of CD8 + T cells were (8.36±0.27)×10 4 and (10.20±0.28)×10 4, respectively, and the difference was statistically significant ( t = 3.71, P = 0.013). In the GEO database GSE102238 and GSE62452 datasets, there were differentially expressed genes in pancreatic cancer tissues compared with adjacent tissues, including 219 up-regulated genes and 325 down-regulated genes in pancreatic cancer tissues; among them, NMU was an upregulated differentially expressed gene. The relative expression of NMU mRNA in patients aged > 65 year or grade G3-G4 was higher than that in patients aged ≤ 65 years or grade G1-G2, and the differences were statistically significant (both P < 0.05). The analysis results of CIBERSORT algorithm showed that the expression abundance of CD8 + T cells, initial CD4 + T cells, activated memory CD4 + T cells, and γδ T cells in the high expression group of NMU was lower than that in the low expression group (all P < 0.05). The overall survival of the high expression group of NMU was worse than that of the low expression group in the OncoLnc database ( P = 0.010). GSEA enrichment analysis and Spearman correlation analysis revealed significant changes in the Hedgehog signaling pathway, biosynthesis of unsaturated fatty acids and pyrimidine nucleotide metabolism, which affected tumor metabolic remodeling. Conclusions:NMU may remodel the tumor microenvironment of pancreatic cancer by regulating Hedgehog signaling pathway.
10.Construction of nomogram for predicting indeterminate HER2 status by IHC in breast cancer based on ultrasonic SWE parameters and pathological characteristics
Shuangxiu TAN ; Xinyan QIN ; Yidan ZHANG ; Ying WANG ; Pengli YU ; Wentao KONG ; Jing YAO ; Qiaoliang CHEN
Cancer Research and Clinic 2025;37(9):654-660
Objective:To explore the predictive value of ultrasonic shear wave elastography (SWE) parameters and pathological characteristics on the status of human epidermal growth factor receptor 2 (HER2), which is difficult to be determined by immunohistochemistry (IHC) in breast cancer, and to construct a nomogram model.Methods:A retrospective case-control study was conducted. One hundred and fifteen cases of breast cancer diagnosed and treated in Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University from September 2018 to April 2022 were selected, and their HER2 was evaluated as IHC 2+; the HER2 expression status was determined by fluorescence in situ hybridization (FISH) detection, including 23 HER2 positive cases and 92 HER2 negative cases. The ultrasound SWE parameters [including maximum shear wave velocity (V max), mean shear wave velocity (V mean), median shear wave velocity (V median), minimum shear wave velocity (V min)] and clinicopathological characteristics between HER2 positive and negative groups were compared. The variables with statistically significant differences ( P < 0.05) between groups were included in a multivariate logistic regression model, the independent risk factors for HER2 positivity were screened, and a nomogram model was constructed based on these independent risk factors. With the FISH test results as the gold standard, the efficacy of nomogram in judging HER2 positivity in breast cancer which was difficult to be identified by IHC was evaluated with the receiver operating characteristic (ROC) curve; the accuracy and clinical net benefit of the nomogram model were evaluated using calibration curve and decision curve analysis (DCA), respectively. Results:The patients were all female, aged (56±13) years, ranging from 30 to 88 years old. V max [ M ( Q1, Q3)] [8.54 (7.38, 9.47) m/s vs. 6.46 (5.07, 8.42) m/s], V mean [(5.41±0.78) m/s vs. (4.53±1.22) m/s], V median [5.06 (4.48, 5.52) m/s vs. 4.35 (3.42, 4.96) m/s], V min [3.35 (2.68, 3.88) m/s vs. 2.59 (2.11, 3.34) m/s], the proportion of patients with axillary lymph node metastasis [56.5% (13/23) vs. 22.8% (21/92)], and the Ki-67 positivity index [35% (30%, 55%) vs. 25% (15%, 35%)] in the HER2 positive group were higher than those in the HER2 negative group, and the differences were statistically significant (all P < 0.05); There was no statistically significant difference in age, lesion location, pathological type, vascular invasion, nerve invasion and long diameter, short diameter, echo, regular shape, clear boundary, posterior echo, calcification, blood flow grading, Breast Imaging Report and Data System (BI-RADS) classification detected by ultrasound between the two groups (all P > 0.05). Multivariate logistic regression analysis showed that increased ultrasound V max ( OR = 1.786, 95% CI: 1.283-2.485, P = 0.001) and axillary lymph node metastasis ( OR = 4.185, 95% CI: 1.327-13.197, P = 0.015) and elevated Ki-67 positivity index ( OR = 1.042, 95% CI: 1.014-1.071, P = 0.003) were independent risk factors for HER2 positivity. ROC curve analysis showed that the area under the curve (AUC) of HER2 positive breast cancer which was difficult to be determined by IHC was 0.816 (95% CI: 0.732-0.883), that was higher than 0.712 (95% CI: 0.620-0.794) of V max, 0.601 (95% CI: 0.504-0.692) of axillary lymph node metastasis and 0.706 (95% CI: 0.613-0.788) of Ki-67 positivity index based on the nomogram constructed by the above independent risk factors, with statistically significant differences (all P < 0.05). The calibration curve showed that the predicted probability of the nomogram model was close to the actual probability, and DCA indicated that the clinical net benefit of the model was good. Conclusions:The nomogram constructed based on ultrasonic SWE parameter V max, axillary lymph node metastasis and Ki-67 positivity index has a good predictive effect on HER2 status of breast cancer which is difficult to be determined by IHC.


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