1.Integrated-omics analysis defines subtypes of hepatocellular carcinoma based on circadian rhythm.
Xiao-Jie LI ; Le CHANG ; Yang MI ; Ge ZHANG ; Shan-Shan ZHU ; Yue-Xiao ZHANG ; Hao-Yu WANG ; Yi-Shuang LU ; Ye-Xuan PING ; Peng-Yuan ZHENG ; Xia XUE
Journal of Integrative Medicine 2025;23(4):445-456
OBJECTIVE:
Circadian rhythm disruption (CRD) is a risk factor that correlates with poor prognosis across multiple tumor types, including hepatocellular carcinoma (HCC). However, its mechanism remains unclear. This study aimed to define HCC subtypes based on CRD and explore their individual heterogeneity.
METHODS:
To quantify CRD, the HCC CRD score (HCCcrds) was developed. Using machine learning algorithms, we identified CRD module genes and defined CRD-related HCC subtypes in The Cancer Genome Atlas liver HCC cohort (n = 369), and the robustness of this method was validated. Furthermore, we used bioinformatics tools to investigate the cellular heterogeneity across these CRD subtypes.
RESULTS:
We defined three distinct HCC subtypes that exhibit significant heterogeneity in prognosis. The CRD-related subtype with high HCCcrds was significantly correlated with worse prognosis, higher pathological grade, and advanced clinical stages, while the CRD-related subtype with low HCCcrds had better clinical outcomes. We also identified novel biomarkers for each subtype, such as nicotinamide n-methyltransferase and myristoylated alanine-rich protein kinase C substrate-like 1.
CONCLUSION
We classify the HCC patients into three distinct groups based on circadian rhythm and identify their specific biomarkers. Within these groups greater HCCcrds was associated with worse prognosis. This approach has the potential to improve prediction of an individual's prognosis, guide precision treatments, and assist clinical decision making for HCC patients. Please cite this article as: Li XJ, Chang L, Mi Y, Zhang G, Zhu SS, Zhang YX, et al. Integrated-omics analysis defines subtypes of hepatocellular carcinoma based on circadian rhythm. J Integr Med. 2025; 23(4): 445-456.
Humans
;
Carcinoma, Hepatocellular/pathology*
;
Liver Neoplasms/pathology*
;
Circadian Rhythm/genetics*
;
Prognosis
;
Male
;
Female
;
Biomarkers, Tumor/genetics*
;
Middle Aged
;
Machine Learning
;
Computational Biology
2.The Anti-Angiogenic Effect of Microbotox on Rosacea Is Due to the Suppressed Secretion of VEGF by Mast Cells Resulting From Internalization of the MRGPRX2 Receptor
Jing WAN ; Yue LE ; Meng-Meng GENG ; Bing-Qi DONG ; Zhi-Kai LIAO ; Lin-Xia LIU ; Tie-Chi LEI
Annals of Dermatology 2025;37(4):228-240
Background:
Intradermal microdroplet injections of botulinum toxin type-A (BoNT/A) effectively ameliorate rosacea-related angiogenesis, but the mechanism remains unclear.
Objective:
To explore the anti-angiogenesis of BoNT/A in the rosacea-like mouse model and to measure the secretion of vascular endothelial growth factor (VEGF) by mast cells.
Methods:
A rosacea-like mouse model was induced by LL37 in both Mas-related G-proteincoupled receptor B2 conditional knockout (MrgprB2 −/− ) mice and wild-type (WT) mice, then treated with BoNT/A and/or Apatinib. The abundance of endothelial cells and mast cells in mouse skin was determined using dual immunofluorescence staining. The VEGF levels in supernatants and cell lysates of laboratory of allergic disease 2 (LAD2) mast cells were assessed using reverse transcription quantitative polymerase chain reaction, western blots, and enzyme-linked immunosorbent assay. The effect of conditioned medium (CM) collected from LAD2 on human umbilical vein endothelial cells (HUVECs) was determined using tube formation assays. The number of proliferative cells was confirmed using the 5-ethynyl-2’-deoxyuridine incorporation assays.The effect of BoNT/A on the internalization of Mas-related G-protein-coupled receptor X2 (MRGPRX2) was detected using flow cytometry and immunofluorescence staining.
Results:
LL37-induced rosacea-like skin manifestations were significantly alleviated in MrgprB2 −/− mice compared to WT controls. BoNT/A mitigated the LL37-induced secretion of VEGF by LAD2. The CM from BoNT/A-treated LAD2 inhibited HUVEC proliferation and tube formation. The LAD2 cells co-treated with LL37 and BoNT/A exhibited dramatically enhanced MRGPRX2 internalization.
Conclusion
BoNT/A enhances LL37-mediated MRGPRX2 internalization in mast cells, thereby reducing VEGF secretion and neovascularization and improving facial flushing symptom in rosacea.
3.Expression of the cyclic GMP-AMP synthase-stimulator of interferon genes signaling pathway in human coronary atherosclerotic lesions with different degrees of stenosis
Jiangjin LIU ; Jian ZHANG ; Chengfei WANG ; Ji GOU ; Cuiyun LE ; Bing XIA ; Yuanhe WANG ; Qiaojun ZHANG
Journal of Chongqing Medical University 2025;50(8):1109-1114
Objective:To observe the pathological changes of myocardial tissue under differentdegrees of coronary atherosclerotic le-sions,to measure the expression levels of proteins associated with the cyclic GMP-AMP synthase(cGAS)-stimulator of interferon genes(STING)signaling pathway in coronary arteries,and to investigate the role of cGAS-STING in the development and progression of coronary heart disease.Methods:Eligible cases of coronary heart disease and control cases were selected and divided into control group with normal coronary arteries and grade Ⅰ,Ⅱ,Ⅲ,and Ⅳ coronary artery stenosis groups.HE staining was used to observe and evaluate the pathological conditions of coronary arteries,Western blotting was used to measure the expression levels of downstream pro-teins of the cGAS-STING pathway in coronary tissue,and ELISA was used to measure the levels of inflammatory factors in coronary tis-sue.A correlation analysis was performed to investigate the correlation of the expression levels of downstream proteins of the cGAS-STING signaling pathway and related inflammatory factors with the development and progression of coronary heart disease.Results:Mi-croscopic examination showed that compared with the control group,the other four groups had varying degrees of pathological changes such as vascular wall thickening and luminal stenosis,with a gradual increase in the degree of stenosis from grade Ⅰ to grade Ⅳ coronary lesions.Compared with the control group,the grade Ⅰ,Ⅱ,Ⅲ,and Ⅳ coronary artery stenosis groups had significant increases in the expression levels of downstream proteins of the cGAS-STING signaling pathway and related inflammatory factors in coronary tis-sue,with a trend of increase from grade Ⅰ to grade Ⅳ coronary le-sions.The expression levels of downstream proteins of the cGAS-STING signaling pathway in coronary tissue were positively correlated with the development and progression of coronary heart disease(cGAS:r=0.927,P<0.001;p-Sting:r=0.889,P<0.001;p-TBK1:r=0.910,P<0.001;p-IRF3:r=0.936,P<0.001;IFN-1:r=0.936,P<0.001;TNF-α:r=0.945,P<0.001;IL-1β:r=0.962,P<0.001;IL-6:r=0.933,P<0.001).Conclusion:There are significant differences in the expression levels of downstream proteins of the cGAS-STING signaling pathway and related inflammatory factors,and this signaling pathway may be a potential target for the treatment of coronary heart disease.
4.Effects of Liangxue Heying Formula-medicated serum on the activation of LPS-induced human umbilical vein endothelial cells via JAK2/STAT3 signaling pathway
Chun-lan XIA ; Xia FENG ; Ye-min CAO ; Zhi-qiang LIANG ; Yi LE ; Hong-tao XU ; Fei QI ; Ji LI
Chinese Traditional Patent Medicine 2025;47(4):1150-1156
AIM To investigate the effects of Liangxue Heying Formula-medicated serum(LXHY-MS)on human umbilical vein endothelial cells(HUVECs)induced by lipopolysaccharide(LPS).METHODS CCK-8,DCFH-DA fluorescence probe and Western blot method were used to screen the LPS concentration in modeling and the serum LXHY concentration for treatment.The HUVECs divided into the normal group,the model group and the LXHY-MS group had their SOD activity detected by automatic biochemical analyzer;their MDA level detected by colorimetry;their protein expressions of ICAM-1,VCAM-1,IL-6,TNF-α,p-JAK2 and p-STAT3 detected by Western blot;and their mROS expression and recruitment effect on THP-1 photographed with high connotation.With the use of JAK2/STAT3 pathway inhibitor(AG490),the HUVECs divided into the normal group,the AG490 group,the LPS group,the LPS+AG490 group,the LPS+LXHY-MS group,and LPS+LXHY-MS+AG490 group were subjected to the corresponding treatment,followed by the detection of their protein expressions of ICAM-1,VCAM-1,IL-6,TNF-α,p-JAK2 and p-STAT3 by Western blot.RESULTS Compared with the normal group,the model group displayed decreased SOD activity(P<0.01),increased MDA level(P<0.05),increased ICAM-1,VCAM-1,IL-6,TNF-α,p-JAK2,p-STAT3 protein expressions(P<0.05,P<0.01),and increased mROS expression and THP-1 cells recruitment.Compared with the model group,the LXHY-MS group shared increased SOD activity(P<0.05),decreased MDA level(P<0.01),decreased ICAM-1,VCAM-1,IL-6,TNF-α,p-JAK2,p-STAT3 protein expressions(P<0.05,P<0.01),reduced mROS expression and THP-1 cells recruitment.Given the use of AG490,the model group displayed increased protein expressions of ICAM-1,VCAM-1,IL-6,TNF-α,p-JAK2 and p-STAT3 in contrast to the normal group(P<0.05,P<0.01);each intervened group showed decreased expressions of related proteins in contrast to the model group(P<0.05,P<0.01).CONCLUSION LXHY-MS may protect the injury due to the activation of HUVECs by inhibiting the JAK2/STAT3 signaling pathway.
5.Effects of plasma exchange followed by double plasma molecular adsorption system on cytokines in patients with hepatitis B virus-related acute-on-chronic liver failure
Le ZHANG ; Kaiyi ZHANG ; Yushan LI ; Jiawei XIA ; Hanzhang SHEN ; Xiang LI
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2025;32(2):196-200
Objective To explore the significance of immunotherapy for patients with hepatitis B virus-related acute-on-chronic liver failure(HBV-ACLF)using plasma exchange(PE)followed by double plasma molecular adsorption system(DPMAS),as well as its impact on prognosis.Methods Patients who were admitted to the Third People's Hospital of Kunming from June 2019 to June 2023 and met the early and mid-stage diagnostic criteria for HBV-ACLF were selected as the research subjects,with a total of 120 cases.After admission,the patients were divided into the PE+DPMAS group(PD group,63 cases)and the PE group(57 cases)based on different treatment plans.The changes in liver function,coagulation function,cytokines,and model for end-stage liver disease(MELD)scores after treatment,as well as the clinical improvement rates,were observed in both groups.Results ① After treatment,the levels of serum total bilirubin(TBil)in the PD group were significantly lower than those in the PE group(μmol/L:163.4±53.3 vs.226.1±72.5,P<0.05),and the prothrombin activity(PTA)was significantly increased[(51.5±9.2)%vs.(41.1±7.7)%,P<0.05].②After treatment,the levels of interleukins(IL-2,IL-6,IL-8)and tumor necrosis factor-α(TNF-α)in both groups decreased compared to before treatment at 1,2,and 4 weeks,reaching the lowest levels at 4 weeks,the levels of IL-2,IL-6,IL-8,and TNF-α in the PD group were lower than those in the PE group[IL-2(ng/L):1.83(1.75)vs.2.04(1.85),IL-6(ng/L):11.31(5.07)vs.18.18(9.05),IL-8(ng/L):21.14(8.35)vs.29.09(12.41),TNF-α(ng/L):9.16(5.10)vs.14.12(7.27)].The levels of IL-10 decreased at 1 week and 2 weeks after treatment.In the PD group,IL-10 increased at 4 weeks after treatment.The differences compared to the baseline levels before treatment were statistically significant(P<0.05).At 4 weeks after treatment,the level of IL-10 in the PD group was significantly higher than that in the PE group[ng/L:24.72(11.56)vs.19.03(10.04),P<0.05].③ The clinical improvement rates in the PD group were significantly higher than those in the PE group at 2 weeks and 4 weeks after treatment[2 weeks after treatment:65.08%(41/63)vs.40.35%(23/57);4 weeks after treatment:84.13%(53/63)vs.54.39%(31/57),both P<0.05].④After 4 weeks of treatment,the MELD scores in both groups decreased significantly.Compared with the PE group,the MELD score in the PD group was significantly lower(14.87±3.45 vs.19.68±4.63,P<0.05).Conclusion Compared with PE alone,PE+DPMAS treatment for early and mid-stage ACLF patients can more effectively clear the large amount of inflammatory mediators released in the body,better regulate the balance between pro-inflammatory and anti-inflammatory cytokines in the patient's serum,thereby preventing or delaying the formation of systemic inflammatory response syndrome(SIRS)and multiple organ dysfunction syndrome(MODS).The clinical therapeutic effect is better,with a higher improvement rate,achieving the goal of reducing liver damage,improving patient survival rate,and thus improving prognosis.
6.Clinical guideline for diagnosis and treatment of nonunion of osteoporotic vertebral fractures (version 2025)
Haipeng SI ; Le LI ; Junjie NIU ; Wencan ZHANG ; Fuxin WEI ; Jinqiu YUAN ; Qiang YANG ; Hongli WANG ; Guangchao WANG ; Shihong CHEN ; Yunzhen CHEN ; Xiaoguang CHENG ; Jianwen DONG ; Shiqing FENG ; Rui GU ; Yong HAI ; Tianyong HOU ; Bo HUANG ; Xiaobing JIANG ; Lei ZANG ; Chunhai LI ; Nianhu LI ; Hua LIN ; Hongjian LIU ; Peng LIU ; Xinyu LIU ; Sheng LU ; Shibao LU ; Chunshan LUO ; Lvy CHAOLIANG ; Lvy WEIJIA ; Xuexiao MA ; Wei MEI ; Chunyang MENG ; Cailiang SHEN ; Chunli SONG ; Ruoxian SONG ; Jiacan SU ; Honglin TENG ; Hui SHENG ; Beiyu WANG ; Bingwu WANG ; Liang WANG ; Xiangyang WANG ; Nan WU ; Guohua XU ; Yayi XIA ; Jin XU ; Youjia XU ; Jianzhong XU ; Cao YANG ; Maowei YANG ; Zibin YANG ; Xiaojian YE ; Hailong YU ; Xijie YU ; Hua YUE ; Zhili ZENG ; Xinli ZHAN ; Hui ZHANG ; Peixun ZHANG ; Wei ZHANG ; Zhenlin ZHANG ; Jianguo ZHANG ; Tengyue ZHU ; Qiang LIU ; Huilin YANG
Chinese Journal of Trauma 2025;41(10):932-945
Nonunion of osteoporotic vertebral fractures (OVF), predominantly affecting the elderly, can lead to intractable pain, vertebral collapse, progressive kyphotic deformity, and neurological impairment, significantly compromising patients′ quality of life. There exists considerable debate on diagnosis and management of OVF, encompassing key issues such as clinical diagnosis and staging criteria for nonunion, surgical indications and procedure selection, and postoperative rehabilitation planning. Currently, there lacks standardized clinical guideline and expert consensus on the diagnosis and management of OVF nonunion in China. To address this gap, Minimally Invasive Surgery Group of Chinese Orthopedic Association, Osteoporosis Committee of Chinese Association of Orthopedic Surgeons, Prevention and Rehabilitation Committee for Osteoporosis of Chinese Association of Rehabilitation Medicine and Minimally Invasive Orthopedic Surgery Branch of China Association for Geriatric Care jointly organized domestic experts in spinal surgery, endocrinology, and rehabilitation to formulate the Clinical guideline for the diagnosis and treatment for nonunion of osteoporotic vertebral fractures ( version 2025), based on existing literature and clinical experience and adhering to principles of scientific rigor and practicality. The guideline provided 13 evidence-based recommendations encompassing diagnosis and treatment of OVF nonunion, aiming to standardize its clinical management.
7.ATF3 regulates inflammatory response in atherosclerotic plaques in mice through the NF-κB signaling pathway.
Bing XIA ; Jin PENG ; Jiuyang DING ; Jie WANG ; Guowei TANG ; Guojie LIU ; Yun WANG ; Changwu WAN ; Cuiyun LE
Journal of Southern Medical University 2025;45(6):1131-1142
OBJECTIVES:
To investigate the role of activating transcription factor 3 (ATF3) in atherosclerotic plaques for regulating inflammatory responses during atherosclerosis (AS) progression.
METHODS:
Human coronary artery specimens from autopsy cases were examined for ATF3 protein expression and localization using immunofluorescence staining and Western blotting. Apolipoprotein E-deficient (ApoE-/-) mouse models of AS induced by high-fat diet (HFD) feeding for 12 weeks were subjected to tail vein injection of adeno-associated virus serotype 9 (AAV9) to knock down ATF3 expression. After an additional 5 weeks of HFD feeding, the mice were euthanized for analyzing structural changes of the aortic plaques, and the expression levels of ATF3, inflammatory factors (CD45, CD68, IL-1β, and TNF-α), and NF-κB pathway proteins (P-IKKα/β and P-NF-κB p65) were detected. In the cell experiment, THP-1-derived foam cells were transfected with an ATF3-overexpressing plasmid or an ATF3-specific siRNA to validate the relationship between ATF3 and NF‑κB signaling.
RESULTS:
In human atherosclerotic plaques, ATF3 expression was significantly elevated and partially co-localized with CD68. ATF3 knockout in ApoE-/- mice significantly increased aortic plaque volume, upregulated the inflammatory factors, enhanced phosphorylation of the NF‑κB pathway proteins, and increased the expressions of VCAM1, MMP9, and MMP2 in the plaques. In THP-1-derived foam cells, ATF3 silencing caused activation of the NF‑κB pathway, while ATF3 overexpression suppressed the activity of the NF-κB pathway.
CONCLUSIONS
AS promotes ATF3 expression, and ATF3 deficiency exacerbates AS progression by enhancing plaque inflammation via activating the NF-κB pathway, suggesting the potential of ATF3 as a therapeutic target for AS.
Animals
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Activating Transcription Factor 3/metabolism*
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Signal Transduction
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NF-kappa B/metabolism*
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Humans
;
Mice
;
Plaque, Atherosclerotic/metabolism*
;
Inflammation/metabolism*
;
Apolipoproteins E
;
Atherosclerosis/metabolism*
;
Diet, High-Fat
8.Colonoscopy in infants: procedure and disease spectrum analysis of 184 cases.
Xiao-Li FU ; Xu-Xia WEI ; Jun-Jie XU ; Ning XUE ; Hong-Ling CHEN ; Le ZHANG
Chinese Journal of Contemporary Pediatrics 2025;27(8):917-922
OBJECTIVES:
To investigate the underlying causes and clinical manifestations in infants undergoing colonoscopy, and to analyze changes in disease spectrum.
METHODS:
Clinical data from 180 infants who underwent a total of 184 colonoscopies at the Department of Gastroenterology, Children's Hospital Affiliated to Shandong University from January 2015 to December 2024 were retrospectively analyzed. Patients were grouped by age: ≤6 months (n=41) and >6-12 months (n=139); and by examination period: 2015-2019 (n=83) and 2020-2024 (n=97). Primary causes for performing colonoscopy, final diagnoses, and disease spectrum evolution were assessed.
RESULTS:
Among 184 colonoscopies, the leading causes prompting examination were hematochezia (37.8%, 68/180), diarrhea (36.7%, 66/180), and co-occurring hematochezia and diarrhea (21.1%, 38/180). Causes for performing colonoscopy differed significantly by age group (P<0.05). Colonic polyps were only detected in the >6-12 months group (P<0.05). Compared to the 2015-2019 group, the 2020-2024 group had fewer food allergy-related gastrointestinal diseases (P<0.05) but more colitis (P<0.05).
CONCLUSIONS
Colonoscopy is essential for diagnosing infantile digestive disorders, with disease spectra varying by age and time period.
Humans
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Infant
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Colonoscopy
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Male
;
Female
;
Retrospective Studies
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Infant, Newborn
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Diarrhea/etiology*
;
Gastrointestinal Hemorrhage/etiology*
9.Efficacy and Safety of Decitabine-Based Myeloablative Preconditioning Regimen for allogeneic Hematopoietic Stem Cell Transplantation in Patients with Acute Myeloid Leukemia.
Xia-Wei ZHANG ; Jing-Jing YANG ; Ning LE ; Yu-Jun WEI ; Ya-Nan WEN ; Nan WANG ; Yi-Fan JIAO ; Song-Hua LUAN ; Li-Ping DOU ; Chun-Ji GAO
Journal of Experimental Hematology 2025;33(2):557-564
OBJECTIVE:
To analyze the efficacy and safety of decitabine-based myeloablative preconditioning regimen for allogeneic hematopoietic stem cell transplantation (allo-HSCT) in patients with acute myeloid leukemia (AML).
METHODS:
The clinical characteristics and efficacy of 115 AML patients who underwent allo-HSCT at the First Medical Center of Chinese PLA General Hospital from August 2018 to August 2022 were retrospectively analyzed, including 37 patients treated with decitabine conditioning regimen (decitabine group) and 78 patients without decitabine conditioning regimen (non-decitabine group). The cumulative incidence of relapse (CIR), overall survival (OS), leukemia-free survival (LFS), non-relapse mortality (NRM) and graft versus host disease (GVHD) were analyzed.
RESULTS:
For the patients in first complete remission (CR1) state before allo-HSCT, the 1-year relapse rates of decitabine group(22 cases) and non-decitabine group(69 cases) were 9.1% and 29.6%, respectively, the difference was statistically significant(P =0.042). The 1-year cumulative incidence of acute graft-versus-host disease (aGVHD) in decitabine group and non-decitabine group was 62.2% and 70.5%, respectively, and the 1-year cumulative incidence of chronic inhibitor-versus-host disease (cGVHD) was 18.9% and 14.1%, respectively, there were no significant differences in the incidence of aGVHD and cGVHD between the two groups (P >0.05). Of the 115 patients, there were no significantly differences in the 1-year CIR(21.7% vs 28.8%, P =0.866), NRM(10.9% vs 3.9%, P =0.203), OS(75.2% vs 83.8%, P =0.131) and LFS(74.6% vs 69.1%, P =0.912) between the decitabine group(37 cases) and the non-decitabine group(78 cases).
CONCLUSION
Decitabine-based conditioning regimen could reduce the relapse rate of AML CR1 patients with good safety.
Humans
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Leukemia, Myeloid, Acute/therapy*
;
Hematopoietic Stem Cell Transplantation/methods*
;
Decitabine/therapeutic use*
;
Transplantation Conditioning/methods*
;
Retrospective Studies
;
Graft vs Host Disease
;
Transplantation, Homologous
;
Male
;
Female
;
Adult
;
Middle Aged
;
Adolescent
;
Young Adult
10.Characteristics of Tumor-Associated Macrophages in Different Regions of Breast Cancer and Their Correlation with Clinicopathology via Contrast-Enhanced Ultrasound
Le CHONG ; Luhua XIA ; Hongyu LI ; Zhiying JIA ; Xiulan WU ; Xiaoling LENG
Chinese Journal of Medical Imaging 2025;33(2):158-164
Purpose To investigate the distribution characteristics of tumor-associated macrophages(TAM)in different regions of breast cancer with enhanced contrast-enhanced ultrasound(CEUS),and to further explore the relationship between TAM and CEUS indicators and clinicopathology in different regions of breast cancer.Materials and Methods A total of 119 patients with suspected breast cancer admitted to the Cancer Hospital Affiliated to Xinjiang Medical University from March 2021 to March 2023 were prospectively included.CEUS was applied to the tumor,and ultrasound-guided puncture biopsy was also taken.The lesions diagnosed as breast cancer by pathology was outlined the central area,marginal area and normal area next to the cancer,and was obtained the time intensity curves of different areas.The tissues were taken for immunohistochemistry and flow cytometry,and the TAM cells were stained and distinguished.The characteristics of TAM in different regions of breast cancer and its correlation with clinical pathology were analyzed,respectively.Results By immunohistochemistry and flow cytometry,there were significant differences in the number of TAM infiltration in the border area,central area and adjacent area of breast cancer(immunohistochemistry:F=382.326,P<0.05;flow cytometry:F=24.955,P<0.05).The characteristics of CEUS in three different regions showed that the TAM in the central region of breast cancer increased when filling defect appeared(t=2.631,P<0.05),but the TAM in the peripheral region was more(t=2.999,P<0.05).After angiography,lesions showed high perfusion,and there was significantly more TAM in the edge and central area of the lesion than that in normal area next to the cancer(t=5.529,P<0.05;t=2.584,P<0.05).Clinical stage was related to the TAM in three regions.When the clinical stage was high,there were more TAM in all three regions(t=6.658,2.367,2.400,all P<0.05).Histological grading was high,and TAM in all three areas was high(F=101.151,16.922,26.822,all P<0.05).Conclusion There was a decreasing trend of TAM in the marginal area,central area and adjacent tissues of breast cancer during CEUS.The edge region has more malignant CEUS characteristics than that in the central region and the normal region adjacent to cancer;and the number of TAM is more in breast cancer with late clinical grading,poor tissue differentiation and obvious contrast-enhanced ultrasound malignant characteristics.The distribution characteristics of TAM represent the malignant degree and metastatic probability of breast cancer to a certain extent,and TAM is a factor related to the invasion of breast cancer.

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