1.The Regulatory Role of Glucose Transporter 1 on the Function of Human Umbilical Vein Endothelial Cells Under Ischemia-hypoxic Conditions
Meiling LI ; Siqi GAO ; Zhefu LIU ; Huanyan LIAO ; Fanmao LIU ; Wenhao XIA ; Jun GUO ; Yan LI
Journal of Sun Yat-sen University(Medical Sciences) 2025;46(3):444-455
Abstract: ObjectiveThe study aims to explore the effects and regulatory roles of glucose transporter 1 (GLUT1) on the proliferation, migration, adhesion, and angiogenesis of human umbilical vein endothelial cells (HUVECs) under ischemia-hypoxic conditions. MethodsIn vitro experiments were conducted to subject HUVECs to an ischemia-hypoxic-mimicking environment (1% O2, 5% CO2, 94% N2). The biological characteristics of HUVECs under normoxic and ischemia-hypoxic conditions were compared by assessing cell viability, proliferation capacity, and examining the expression changes of GLUT1, HIF-1α, and VEGFA proteins under ischemia-hypoxia using Western blot technology. Further, GLUT1 was overexpressed using plasmid transfection and the proliferation, migration, adhesion, and angiogenic capabilities of HUVECs were evaluated through scratch assays, cell adhesion assays, and tube formation assays. Mitochondrial morphological changes were observed by transmission electron microscopy,and oxygen consumption rate (OCR) was detected by Seahorse metabolic analyzer to evaluate mitochondrial function. ResultsCompared with normoxic conditions, the ischemia-hypoxic environment significantly inhibited the proliferation, cell viability, migration, and adhesion capabilities of HUVECs and impaired their angiogenic potential. The expression levels of GLUT1, HIF-1α and VEGFA proteins were also markedly reduced. However, when GLUT1 expression was upregulated, the migration, adhesion, and angiogenic capabilities of HUVECs were significantly improved, and the protein expression levels of HIF-1α, VEGFA and VEGFR were increased. Transmission electron microscopy revealed that ischemic-hypoxia leads to mitochondrial swelling and matrix damage, while GLUT1 overexpression significantly alleviates mitochondrial morphology abnormalities. OCR results suggest that GLUT1 overexpression may enhance oxidative phosphorylation of endothelial cells in ischemic-hypoxic environments to improve energy metabolism. These results suggest that GLUT1 may influence the function and angiogenic potential of HUVECs by regulating glucose metabolism and energy supply. ConclusionsThis study reveals the significant regulatory role of GLUT1 in the function of HUVECs under ischemia-hypoxic conditions, potentially through modulating cellular energy metabolism and signal transduction pathways, thereby affecting cell proliferation, migration, adhesion, and angiogenesis. These findings provide a new perspective on the role of GLUT1 in cardiovascular diseases and may offer potential targets for the development of new therapeutic strategies.
2.Research progress on ionizing radiation exposure and thyroid cancer
JIANG Xinyue ; LIU Jienan ; GAO Meiling ; WANG Yuchao ; HONG Yina ; YAN Jianbo
Journal of Preventive Medicine 2025;37(5):471-476,480
Thyroid cancer is caused by multiple factors, including genetics, environment, metabolism, and the immune microenvironment, among which ionizing radiation exposure is an important risk factor for thyroid cancer. As one of the most sensitive target organs of ionizing radiation, the thyroid gland may have different risks of thyroid cancer caused by different types of ionizing radiation exposures, such as medical exposure, occupational exposure, and emergency exposure. The sensitivity of children and adolescents are higher than that of adults. The dose-response relationship still needs to be further explored. The molecular mechanism between ionizing radiation and the increased risk of thyroid cancer is complex, which may involve DNA damage and repair abnormalities, gene mutations, non-coding RNA regulation, DNA methylation, cell cycle regulation imbalance, and immune microenvironment changes. This article reviews the risk and molecular mechanisms associated with different types of ionizing radiation exposure in thyroid cancer, based on literature retrieved from CNKI and PubMed databases. It aims to provide a theoretical basis for the early monitoring, prevention, and intervention of thyroid cancer related to ionizing radiation exposure.
3.Progress of research on quantitative techniques for trace amount of crystals in solid state drugs
Tiantian DING ; Meiling SU ; Shuai QIAN ; Jianjun ZHANG ; Yuan GAO ; Yuanfeng WEI
Journal of China Pharmaceutical University 2024;55(2):181-193
Abstract: It is well-known that crystal form of a drug is a key factor impacting the physicochemical properties of the drug, which in turn affects its in vivo efficacy, safety and stability. The study on crystal forms of solid-state drugs is crucial for drug quality control, selection of production process and evaluation of clinical efficacy. The combination of chemometric and analytical techniques exhibited its great ability to analyze a large amount of multidimensional data, providing the possibility for quantification of trace amount of crystals (< 1%). Meanwhile, using the process analytical technology (PAT) to monitor the crystal content real-time during prescription preparation process can further realize the control on formulation quality and serve as a core technology to support the patent protection of crystalline forms. In this review, the combined application of crystal analytical techniques and chemometric methods for the quantitative analysis of trace crystals were summarized, aiming to provide guidance for the manufacturing of pharmaceutical preparations and their quality control.
4.Construction of an evaluation index system for clinical practice bases of nursing graduate students majoring in midwifery from a practical perspective
Xuqian SHEN ; Yufang GAO ; Lei SONG ; Meiling YUAN ; Rui YANG ; Zitong JI ; Longlong WANG
Chinese Journal of Modern Nursing 2024;30(1):55-62
Objective:To establish a comprehensive and detailed evaluation index system for clinical practice bases of nursing graduate students majoring in midwifery, providing reference for promoting the construction of clinical practice bases for nursing graduate students majoring in midwifery in China.Methods:Based on the theoretical framework of international midwifery practice basic skills, an evaluation index system for clinical practice bases of nursing graduate students majoring in midwifery was established through literature analysis and Delphi method. Analytic hierarchy process was used to calculate the weights of indicators at all levels.Results:This study conducted two rounds of consultation with 20 experts. In the two rounds of consultation, the positivity coefficients of experts were 84.38% and 74.07%, and the authority coefficients of the expert groups were 0.91 and 0.94, respectively. The total Cronbach's α coefficients of the index system were 0.930 and 0.965, respectively, and the Kendall harmony coefficients of the overall indicators were 0.230 and 0.297 ( P<0.01). The final evaluation index system for clinical practice bases of nursing graduate students majoring in midwifery included five primary indicators, 14 secondary indicators, and 76 connotation indicators. Conclusions:Based on the service purpose of maternal and child health and the functional positioning of the base, this study constructs a scientific and reliable evaluation index system for clinical practice bases of nursing graduate students majoring in midwifery.
5.Epidemiological investigation of iron deficiency among preschool children in 10 provinces, autonomous regions, or municipalities in China
Lei WANG ; Jie SHAO ; Wenhong DONG ; Shuangshuang ZHENG ; Bingquan ZHU ; Qiang SHU ; Wei CHEN ; Lichun FAN ; Jin SUN ; Yue GAO ; Youfang HU ; Nianrong WANG ; Zhaohui WANG ; Tingting NIU ; Yan LUO ; Ju GAO ; Meiling TONG ; Yan HU ; Wei XIANG ; Zhengyan ZHAO ; Meng MAO ; Fan JIANG
Chinese Journal of Pediatrics 2024;62(5):416-422
Objective:To understand the current status of anemia, iron deficiency, and iron-deficiency anemia among preschool children in China.Methods:A cross-sectional study was conducted with a multi-stage stratified sampling method to select 150 streets or townships from 10 Chinese provinces, autonomous regions, or municipalities (East: Jiangsu, Zhejiang, Shandong, and Hainan; Central: Henan; West: Chongqing, Shaanxi, Guizhou, and Xinjiang; Northeast: Liaoning). From May 2022 to April 2023, a total of 21 470 children, including community-based children aged 0.5 to<3.0 years receiving child health care and kindergarten-based children aged 3.0 to<7.0 years, were surveyed. They were divided into 3 age groups: infants (0.5 to<1.0 year), toddlers (1.0 to<3.0 years), and preschoolers (3.0 to<7.0 years). Basic information such as sex and date of birth of the children was collected, and peripheral blood samples were obtained for routine blood tests and serum ferritin measurement. The prevalence rates of anemia, iron deficiency, and iron-deficiency anemia were analyzed, and the prevalence rate differences were compared among different ages, sex, urban and rural areas, and regions using the chi-square test.Results:A total of 21 460 valid responses were collected, including 10 780 boys (50.2%). The number of infants, toddlers, and preschoolers were 2 645 (12.3%), 6 244 (29.1%), and 12 571 (58.6%), respectively. The hemoglobin level was (126.7±14.8) g/L, and the serum ferritin level was 32.3 (18.5, 50.1) μg/L. The overall rates of anemia, iron deficiency, and iron-deficiency anemia were 10.4% (2 230/21 460), 28.3% (6 070/21 460), and 3.9% (845/21 460), respectively. The prevalence rate of anemia was higher for boys than for girls (10.9% (1 173/10 780) vs. 9.9% (1 057/10 680), χ2=5.58, P=0.018), with statistically significant differences in the rates for infants, toddlers and preschoolers (18.0% (475/2 645), 10.6% (662/6 244), and 8.7% (1 093/12 571), respectively, χ2=201.81, P<0.01), and the rate was significantly higher for children in rural than that in urban area (11.8% (1 516/12 883) vs. 8.3% (714/8 577), χ2=65.54, P<0.01), with statistically significant differences in the rates by region ( χ2=126.60, P<0.01), with the highest rate of 15.8% (343/2 173) for children in Central region, and the lowest rate of 5.3% (108/2 053) in Northeastern region. The prevalence rates of iron deficiency were 33.8% (895/2 645), 32.2% (2 011/6 244), and 25.2% (3 164/12 571) in infants, toddlers, and preschoolers, respectively, and 30.0% (3 229/10 780) in boys vs. 26.6% (2 841/10 680) in girls, 21.7% (1 913/8 821), 40.0% (870/2 173), 27.1% (2 283/8 413), 48.9% (1 004/2 053) in Eastern, Central, Western, and Northeastern regions, respectively, and each between-group showed a significant statistical difference ( χ2=147.71, 29.73, 773.02, all P<0.01). The prevalence rate of iron-deficiency anemia showed a significant statistical difference between urban and rural areas, 2.9% (251/8 577) vs. 4.6% (594/12 883) ( χ2=38.62, P<0.01), while the difference in iron deficiency prevalence was not significant ( χ2=0.51, P=0.476). Conclusions:There has been a notable improvement in iron deficiency and iron-deficiency anemia among preschool children in China, but the situation remains concerning. Particular attention should be paid to the prevention and control of iron deficiency and iron-deficiency anemia, especially among infants and children in the Central, Western, and Northeastern regions of China.
6.Decellularized Matrices for the Treatment of Tissue Defects: from Matrix Origin to Immunological Mechanisms
Xinyue WANG ; Jiqiang GUO ; Qing YU ; Luyao ZHAO ; Xiang GAO ; Li WANG ; Meiling WEN ; Junrong YAN ; Meiwen AN ; Yang LIU
Biomolecules & Therapeutics 2024;32(5):509-522
Decellularized matrix transplantation has emerged as a promising therapeutic approach for repairing tissue defects, with numerous studies assessing its safety and efficacy in both animal models and clinical settings. The host immune response elicited by decellularized matrix grafts of natural biological origin plays a crucial role in determining the success of tissue repair, influenced by matrix heterogeneity and the inflammatory microenvironment of the wound. However, the specific immunologic mechanisms underlying the interaction between decellularized matrix grafts and the host immune system remain elusive. This article reviews the sources of decellularized matrices, available decellularization techniques, and residual immunogenic components. It focuses on the host immune response following decellularized matrix transplantation, with emphasis on the key mechanisms of Toll-like receptor, T-cell receptor, and TGF-β/SMAD signaling in the stages of post-transplantation immunorecognition, immunomodulation, and tissue repair, respectively. Furthermore, it highlights the innovative roles of TLR10 and miR-29a-3p in improving transplantation outcomes. An in-depth understanding of the molecular mechanisms underlying the host immune response after decellularized matrix transplantation provides new directions for the repair of tissue defects.
7.Hotspots and comparative analysis of international acupuncture research over the past decade via Web of Science
SUN Meiling ; ZHAO Fanghua ; GAO Man ; ZHEN Siyuan ; CHEN Yueling ; Ramon Maria Calduch ; LI Haiyan
Digital Chinese Medicine 2023;6(1):28-40
【Objective】 This study aims to summarize the hotspots of acupuncture research in China and abroad in recent 10 years. 【Methods】 The core collection of Web of Science was retrieved, and the literature on experimental and clinical research of acupuncture in China and abroad was collected from January 1, 2012 to December 31, 2021. The included literature was visually analyzed using CiteSpace 6.1.R3. Statistical analysis was carried out in the annual number of papers, authors, countries, and journals. According to the author's country, the literature was divided into Chinese and global categories for keywords clustering analysis and co-citation references analysis independently to obtain hotspots and trends in acupuncture research. 【Results】 There are 1 215 articles in acupuncture experimental medicine, 3 805 articles in acupuncture clinical medicine in China; 551 articles in acupuncture experimental medicine, and 4 538 articles in acupuncture clinical medicine abroad. The number of articles on acupuncture abroad remains stable and flat, whereas the annual number of domestic papers shows a continuously growth trend. LIU Cunzhi from Beijing Hospital of Traditional Chinese Medicine affiliated to Capital Medical University in China is the author who has published the most articles in the field of acupuncture in the recent decade. China is the most productive country in publishing such research articles. Evidence-based Comprehensive and Alternative Medicine is the journal with the most published articles. The mechanisms of acupuncture on nerve regeneration or nerve recovery and research on the mechanisms of acupuncture analgesia are hotspots in experimental acupuncture research, and the treatment of neuropathic pain and dysfunctional diseases with acupuncture are hotspots in clinical acupuncture research in China. Research on the mechanism of protection of the cardiovascular system by acupuncture and research on the mechanism of analgesia by acupuncture are hotspots in experimental research on acupuncture abroad. Studies on the amelioration of inflammatory pain and psychological or psychiatric disorders by acupuncture also serve as hotspots in clinical research on acupuncture abroad. 【Conclusion】 Acupuncture research in China focuses on the treatment of internal diseases and visceral pain, while acupuncture research abroad concentrates on the alleviation and improvement of cancer and psychological and mental diseases. Treatment of internal diseases and mental diseases with acupuncture is the trend of future research.
8.Application value of SHOX2 and RASSF1A gene promoter region methylation detection for screening and diagnosis of early-stage lung adenocarcinoma
Jie DING ; Meiling GE ; Yue HU ; Yanhong LIU ; Xiaowei WANG ; Hong GAO
Cancer Research and Clinic 2023;35(3):185-192
Objective:To investigate the value of SHOX2 and RASSF1A gene promoter region methylation detection for screening and diagnosis of early-stage lung adenocarcinoma.Methods:The mRNA sequencing data of 471 lung adenocarcinoma patients and corresponding methylation data of 413 cases were downloaded from The Cancer Genome Atlas (TCGA) database, the methylation levels of SHOX2 and RASSF1A gene promoter regions were calculated, and the difference in methy lation level between normal lung tissues and tumor tissues was analyzed. The clinical data of 54 patients with early-stage lung adenocarcinoma and 31 patients with benign lung tumors who underwent surgery at Drum Tower Hospital Affiliated to Nanjing University Medical School from January 2018 to January 2019 were retrospectively analyzed. The methylation status of SHOX2 and RASSF1A in tumor tissues and normal lung tissues (>5 cm from the edge of the tumor foci) (called clinical samples) was detect, and a positive methylation in the promoter region of either gene was considered as a combination of two genes methylation positivity. Using pathological diagnosis as the gold standard, the efficacy of gene methylation positivity in diagnosing early-stage lung adenocarcinoma was analyzed by receiver operating characteristic (ROC) curve. Patients with >80% of tumor cells in paraffin samples were screened, and mRNA high-throughput sequencing was performed in their tumor tissues and normal lung tissues. The relationship between positive methylation of the two genes and clinicopathological features was analyzed, and the correlation between the promoter region methylation level of the two genes and mRNA expression levels in clinical samples and TCGA database samples was analyzed by Spearman method. Gene set variance analysis (GSVA) method was used to analyze the differences in Kyoto Encyclopedia of Genes and Genomes enrichment pathways between two-gene methylation-positive clinical lung adenocarcinoma samples and corresponding methylation-negative lung adenocarcinoma.Results:In TCGA database, the SHOX2 promoter region methylation island contained 6 sequenced methylation sites, of which sites cg04532033 and cg01557547 methylation levels were higher in lung adenocarcinoma tissues than in normal lung tissues (both P < 0.05); the RASSF1A gene promoter region methylation island contained 11 sequenced methylation sites, and the methylation levels of 6 of these sites in lung adenocarcinoma tissues were higher than those in normal lung tissues (all P < 0.05). Compared with normal lung tissues, the methylation level of SHOX2 promoter region was higher in stage Ⅰ and Ⅱ lung adenocarcinoma tissues (both P < 0.05); the methylation level of RASSF1A promoter region was higher in all stages of lung adenocarcinoma ( P < 0.001). Among 54 patients with early-stage lung adenocarcinoma, 28 were positive for SHOX2 promoter region methylation in tumor tissues, 21 were positive for RASSF1A promoter region methylation, and 40 were positive for combined methylation of both genes; 31 benign lung nodules were negative for SHOX2 and RASSF1A methylation. ROC curve analysis showed that the sensitivity of positive SHOX2 promoter region methylation for diagnosing early-stage lung adenocarcinoma was higher than that of RASSF1A promoter region methylation positivity (51.8% vs. 38.9%), and the area under the curve (AUC) for diagnosis by two-gene methylation positivity was larger than that for diagnosis by SHOX2 or RASSF1A gene methylation positivity alone (0.870 vs. 0.759 and 0.694). The circulating thresholds (Ct) of SHOX2 and RASSF1A methylation tested by real-time fluorescence quantitative polymerase chain reaction (qRT-PCR) in stage Ⅰ and Ⅱ lung adenocarcinoma were lower than those in normal lung tissues (all P < 0.05); patients with two-gene methylation positivity were characterized by older age, longer tumor longest diameter and more advanced pathological stage compared with patients with two-gene methylation negativity (all P < 0.05). In clinical stage Ⅰ-Ⅱ lung adenocarcinoma samples, the Ct of SHOX2 and RASSF1A promoter region methylation tested by qRT-PCR was negatively correlated with their mRNA relative expression levels ( r=-0.43, P = 0.003; r = -0.48, P = 0.001); in TCGA database stage Ⅰ-Ⅱ lung adenocarcinoma samples, the level of SHOX2 promoter region methylation was negatively correlated with its mRNA relative expression level ( r = -0.23, P < 0.001), and the level of RASSF1A promoter region methylation was also negatively correlated with its mRNA relative expression level, but without statistical difference ( r = -0.05, P = 0.310). In two-gene promoter methylation-positive lung adenocarcinoma samples, the pathways related to folate metabolism and DNA stability were upregulated, and the pathways related to vasoconstriction and cell growth and differentiation were downregulated. Conclusions:The combined detection of SHOX2 and RASSF1A promoter region methylation can be used as an indicator for screening and diagnosis of early-stage lung adenocarcinoma. Abnormal promoter region methylation of the two genes may affect multiple tumor-related pathways and promote the occurrence and progression of early-stage lung adenocarcinoma.
9.Analysis on international acupuncture research hotspots based on literature co-citation cluster method
Fanghua ZHAO ; Meiling SUN ; Man GAO ; Haiyan LI
International Journal of Traditional Chinese Medicine 2023;45(10):1300-1306
Objective:To analyze the hotspots of international acupuncture research; To evaluate the influence of each hotspot; To explore its development trend.Methods:Acupuncture research related literature was retrieved from the Web of Science core database from January 1, 2019 to January 1, 2022. 42 highly cited literature was extracted using BICOMB 2.01 software, and a 42×42 co-occurrence matrix was constructed. A co-citation cluster analysis figure was drawn with SPSS 26.0 software. The CPT values of each hotspot identified in the cluster figure were computed using the formula CPT=(C/P)/T=C/(P·T). Bubble charts were drawn to show each hotspot's annual publication of articles.Results:Totally 23 research hotspots were identified, including consensus on the quality of evidence and recommendation intensity, assessment of the efficacy of acupuncture for chronic pain and analgesic mechanisms of acupuncture. The bubble chart showed that the annual attention of 23 hotspots varied, with 14 hotspots increasing year by year, 5 hotspots remaining stable, and only 4 hotspots decreasing year by year.Conclusions:The study has found that the direction of acupuncture research in the past three years focuses on acupuncture indication research, acupuncture mechanism research and evidence-based methodology research. China is the main contributor to the expansion of acupuncture indication research. The international trend of acupuncture development is obvious. Chinese acupuncture research faces greater competitive pressure, and the influence of core papers is insufficient.
10.Analysis of immune microenvironment and immune-related differentially expressed genes related to prognosis in metastatic colorectal cancer
Yanhong LIU ; Jie DING ; Meiling GE ; Hong GAO ; Xiaowei WANG ; Yue HU
Cancer Research and Clinic 2022;34(9):641-647
Objective:To analyze the difference in immune microenvironment between primary tumor tissues and metastatic tumor tissues of metastatic colorectal cancer, and to screen specific immune-related differentially expressed genes (DEG) related to prognosis of metastatic colorectal cancer via bioinformatics methods.Methods:The GSE131418 microarray dataset of colorectal cancer and metastases was downloaded from gene expression omnibus (GEO) database, including 517 samples from the MCC cohort and 618 samples from the Consortium cohort in Moffitt Cancer Center. Immune-related gene sets were downloaded from immunology database and analysis portal IMMPORT, including 2 483 immune-related genes. A total of 695 cases of RNA sequencing data and 627 cases of clinical information of colorectal cancer tumors and adjacent tissues were downloaded from Cancer Genome Atlas (TCGA) data. The stroma cell score, immune cell score and stromal immune total score of metastatic tumor tissues and primary tumor tissues were calculated by using ESTIMATE algorithm, and 22 kinds of immune cell infiltration in primary tumor and metastatic tumor tissues of colorectal cancer were compared and analyzed by using CIBERSORT deconvolution algorithm. Immune-related DEG were screened to make Kyoto Encyclopedia of Genes and Gnomes (KEGG) signaling pathway enrichment analysis. The patients were divided into high and low expression groups according to the median expression levels of immune-related DEG. The Kaplan-Meier method and Cox regression risk model were used to analyze immune-related DEG, and the genes significantly related to prognosis in the results of the two methods were screened (all P < 0.01), and multivariate analysis was performed by using Cox regression method. The expression differences of each gene in tumor tissues, adjacent tissues, primary tumor tissues and metastatic tissues in GSE131418 data sets of TCGA database and GEO database were compared, and survival analysis was also performed. Results:The stroma cell score, immune cell score and stromal immune total score of colorectal cancer metastatic tissues were lower than those of primary tumor tissues (all P < 0.001). Compared with primary tumor tissues, the proportion of activated natural killer (NK) cells, monocytes, CD8 + T cells, T cells, activated dendritic cells in metastatic colorectal cancer tissues was increased, while the proportion of inactive mast cells, inactive dendritic cells, inactive NK cells, activated memory CD4 + T cells, M1 macrophages, and neutrophils was decreased. There were 289 immune-related DEG in metastatic tissues and primary tumor tissues of metastatic colorectal cancer, including 101 up-regulated genes and 188 down-regulated genes. KEGG signaling pathway enrichment analysis showed that in the immune microenvironment of metastatic tissues in metastatic colorectal cancer, vascular endothelial growth factor (VEGF) signaling pathway, programmed death ligand 1 (PD-L1) expression and programmed death 1 (PD-1) checkpoint pathway, T helper cell (Th) 1, Th2 and Th17 cell differentiation, NF-kappa B signaling pathway, interleukin 17 (IL-17) signaling pathway, chemokine signaling pathway, T cell receptor signaling pathway, MAPK signaling pathway, and NK cell-mediated cytotoxicity pathways enrichment were detected. Immune-related DEG related to prognosis including ANGPTL5, FPR1, HSPA8, NR2E3, PSMD2, PSMD8 and SBDS were screened out. Cox regression multivariate analysis showed that immune-related DEG ANGPTL5 ( HR = 2.69, 95% CI 1.22-5.92, P < 0.05), HSPA8 ( HR = 0.57, 95% CI 0.33-0.97, P < 0.05), and SBDS ( HR = 2.23, 95% CI 1.18-4.21, P < 0.05) were independent prognostic factors for metastatic colorectal cancer. The expression of ANGPTL5 in tumor tissues was lower than that in normal tissues, and the expression of ANGPTL5 in metastatic tissues was higher than that in primary tumor tissues. Patients with high expression of ANGPTL5 in tumor tissues had worse prognosis. The expression of HSPA8 in tumor tissues was higher than that in normal tissues, and the expression of HSPA8 in metastatic tissues was lower than that in primary tumor tissues. Patients with high expression of HSPA8 in tumor tissues had a better prognosis. The expression of SBDS in tumor tissues was lower than that in normal tissues, and the expression of SBDS in metastatic tissues was lower than that in primary tumor tissues. Patients with high expression of SBDS in tumor tissues had worse prognosis. Conclusions:Immune microenvironment of metastatic colorectal cancer is quite different from that of primary tumor. The degree of immune cell infiltration is reduced and the whole is immunosuppressed. The specific immune-related DEG related to prognosis of metastatic colorectal cancer may be new therapeutic targets of metastatic colorectal cancer.


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