1.Association of physical activity and sugar sweetened beverage consumption with psychological sub health among middle school students in Bao an District, Shenzhen
Chinese Journal of School Health 2025;46(1):102-105
Objective:
To explore the association of physical activity and sugar sweetened beverage consumption with psychological sub health among middle school students in Bao an District, Shenzhen, so as to provide a reference for adolescent mental health promotion.
Methods:
A questionnaire survey was conducted in November 2024 by a stratified cluster random sampling method to select 6 926 junior and senior middle school students from 5 middle schools in Shenzhen. The questionnaire from Youth Risk Behavior Surveillance System was used to assess the consumption of sugar sweetened beverages, and physical activity Rating Scale was used to assess the level of physical activity, and Brief Instrument on Psychological Health of Youths was used to evaluate the psychological sub health status. The Chi -square test was used to analyze the differences in the detection rates of psychological sub health among different groups of middle school students, and a multivariate Logistic regression model was established to analyze the effects of physical activity and sugar sweetened beverage consumption and their combined effects on the psychological sub health of middle school students.
Results:
The detection rate of psychological sub health among middle school students in Bao an District, Shenzhen was 18.93%. Multivariate Logistic regression analysis showed that, after controlling for confounding factors such as gender, school stage, family residence, family economic status, parental literacy, academic stress and number of friends, lack of physical activity or excessive sugar sweetened beverage consumption were associated with increased risks of psychological sub health among middle school students ( OR =1.36, 1.45); and the highest risk of psychological sub health was found in middle school students who were lack of physical activity and excessive sugar sweetened beverage consumption ( OR =2.59) ( P <0.01). Further analysis by school stages showed that junior high school students with sufficient physical activity and excessive intake of sugary drinks ( ROR =2.10), lack of physical activity and excessive intake of sugary drinks ( ROR =2.31) were at higher risks of psychological sub health than senior high school students( P <0.05).
Conclusions
Insufficient physical activity and excessive sugar sweetened beverage consumption are closely associated with an increased risk of psychological sub health among middle school students. Effective interventions should be targeted to reduce the risk of psychological sub health problems among middle school students.
2.Recombinant porcine interferon-gamma expressed in CHO cells and its antiviral activity.
Lingyun WANG ; Rongzeng HAO ; Yang YANG ; Yajun LI ; Bingzhou LU ; Yuhan MAO ; Yue ZHANG ; Zhenli GONG ; Yanhong LIU ; Meng QI ; Yi RU ; Haixue ZHENG
Chinese Journal of Biotechnology 2023;39(12):4784-4795
The aim of this study was to produce recombinant porcine interferon gamma (rPoIFN-γ) by Chinese hamster ovarian (CHO) cells expression system and to analyze its antiviral activity. Firstly, we constructed the recombinant eukaryotic expression plasmid pcDNA3.1-PoIFN-γ and transfected into suspension cultured CHO cells for secretory expression of rPoIFN-γ. The rPoIFN-γ was purified by affinity chromatography and identified with SDS-PAGE and Western blotting. Subsequently, the cytotoxicity of rPoIFN-γ was analyzed by CCK-8 test, and the antiviral activity of rPoIFN-γ was evaluated using standard procedures in VSV/PK-15 (virus/cell) test system. Finally the anti-Seneca virus A (SVA) of rPoIFN-γ activity and the induction of interferon-stimulated genes (ISGs) and cytokines were also analyzed. The results showed that rPoIFN-γ could successfully expressed in the supernatant of CHO cells. CCK-8 assays indicated that rPoIFN-γ did not show cytotoxicity on IBRS-2 cells. The biological activity of rPoIFN-γ was 5.59×107 U/mg in VSV/PK-15 system. Moreover, rPoIFN-γ could induced the expression of ISGs and cytokines, and significantly inhibited the replication of SVA. In conclusion, the high activity of rPoIFN-γ was successfully prepared by CHO cells expression system, which showed strong antiviral activity on SVA. This study may facilitate the investigation of rPoIFN-γ function and the development of novel genetically engineered antiviral drugs.
Swine
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Animals
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Cricetinae
;
Interferon-gamma/pharmacology*
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Cricetulus
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CHO Cells
;
Sincalide
;
Recombinant Proteins/pharmacology*
;
Antiviral Agents/pharmacology*
3.Bovine viral diarrhea virus Erns protein expressed in Chinese hamster ovary cells and its immunogenicity analysis.
Yajun LI ; Yi RU ; Rongzeng HAO ; Xiaodong QIN ; Bingzhou LU ; Yang YANG ; Huanan LIU ; Yue ZHANG ; Zhenli GONG ; Yanhong LIU ; Sijiu YU ; Haixue ZHENG
Chinese Journal of Biotechnology 2023;39(12):4861-4873
The aim of this study was to produce Erns protein of bovine viral diarrhea virus (BVDV) by using suspensively cultured CHO cells expression system and to analyze the immunogenicity of the purified Erns protein. In this study, the recombinant eukaryotic expression plasmid pcDNA3.1-BVDV-Erns was constructed based on the gene sequence of BVDV-1 NADL strain. The Erns protein was secreted and expressed in cells supernatant after transfecting the recombinant expression plasmid pcDNA3.1-BVDV-Erns into CHO cells. The expression and purification of the Erns protein was analyzed by SDS-PAGE, the reactivity was determined with anti-His monoclonal antibodies and BVDV positive serum with Western blotting. Immunogenicity analysis of the Erns protein was determined after immunizing New Zealand white rabbits, and the serum antibodies were tested by indirect ELISA (iELISA) and indirect immunofluorescence (IFA). The serum neutralizing titer of the immunized rabbits was determined by virus neutralization test. The concentration of the purified Erns protein was up to 0.886 mg/mL by BCA protein quantification kit. The results showed that the Erns protein could be detected with anti-His monoclonal antibodies and anti-BVDV sera. Serum antibodies could be detected by iELISA on the 7th day post-prime immunization, and the antibody level was maintained at a high titer until the 28th day post-immunization. The antibody titer was 1:128 000. Furthermore, the expression of the Erns protein in BVDV-infected MDBK cells could be detected with immunized rabbits sera by IFA. Moreover, antigen-specific neutralizing antibodies of 2.71 log10 was induced in rabbits. In this study, purified BVDV Erns protein was successfully produced using CHO suspension culture system, and the recombinant protein was proved to have a good immunogenicity, which may facilitate the development of BVD diagnosis method and novel subunit vaccine.
Rabbits
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Animals
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Cricetinae
;
Cricetulus
;
CHO Cells
;
Antibodies, Viral
;
Diarrhea Viruses, Bovine Viral/genetics*
;
Antibodies, Monoclonal/genetics*
;
Diarrhea
;
Viral Vaccines/genetics*
4.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.
5.Sodium butyrate activates HMGCS2 to promote ketone body production through SIRT5-mediated desuccinylation.
Yanhong XU ; Xiaotong YE ; Yang ZHOU ; Xinyu CAO ; Shiqiao PENG ; Yue PENG ; Xiaoying ZHANG ; Yili SUN ; Haowen JIANG ; Wenying HUANG ; Hongkai LIAN ; Jiajun YANG ; Jia LI ; Jianping YE
Frontiers of Medicine 2023;17(2):339-351
Ketone bodies have beneficial metabolic activities, and the induction of plasma ketone bodies is a health promotion strategy. Dietary supplementation of sodium butyrate (SB) is an effective approach in the induction of plasma ketone bodies. However, the cellular and molecular mechanisms are unknown. In this study, SB was found to enhance the catalytic activity of 3-hydroxy-3-methylglutaryl-CoA synthase 2 (HMGCS2), a rate-limiting enzyme in ketogenesis, to promote ketone body production in hepatocytes. SB administrated by gavage or intraperitoneal injection significantly induced blood ß-hydroxybutyrate (BHB) in mice. BHB production was induced in the primary hepatocytes by SB. Protein succinylation was altered by SB in the liver tissues with down-regulation in 58 proteins and up-regulation in 26 proteins in the proteomics analysis. However, the alteration was mostly observed in mitochondrial proteins with 41% down- and 65% up-regulation, respectively. Succinylation status of HMGCS2 protein was altered by a reduction at two sites (K221 and K358) without a change in the protein level. The SB effect was significantly reduced by a SIRT5 inhibitor and in Sirt5-KO mice. The data suggests that SB activated HMGCS2 through SIRT5-mediated desuccinylation for ketone body production by the liver. The effect was not associated with an elevation in NAD+/NADH ratio according to our metabolomics analysis. The data provide a novel molecular mechanism for SB activity in the induction of ketone body production.
Mice
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Animals
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Butyric Acid/metabolism*
;
Ketone Bodies/metabolism*
;
Liver/metabolism*
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Hydroxybutyrates/metabolism*
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Down-Regulation
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Sirtuins/metabolism*
;
Hydroxymethylglutaryl-CoA Synthase/metabolism*
6.Expert consensus on dental caries management.
Lei CHENG ; Lu ZHANG ; Lin YUE ; Junqi LING ; Mingwen FAN ; Deqin YANG ; Zhengwei HUANG ; Yumei NIU ; Jianguo LIU ; Jin ZHAO ; Yanhong LI ; Bin GUO ; Zhi CHEN ; Xuedong ZHOU
International Journal of Oral Science 2022;14(1):17-17
Dental Caries is a kind of chronic oral disease that greatly threaten human being's health. Though dentists and researchers struggled for decades to combat this oral disease, the incidence and prevalence of dental caries remain quite high. Therefore, improving the disease management is a key issue for the whole population and life cycle management of dental caries. So clinical difficulty assessment system of caries prevention and management is established based on dental caries diagnosis and classification. Dentists should perform oral examination and establish dental records at each visit. When treatment plan is made on the base of caries risk assessment and carious lesion activity, we need to work out patient‑centered and personalized treatment planning to regain oral microecological balance, to control caries progression and to restore the structure and function of the carious teeth. And the follow-up visits are made based on personalized caries management. This expert consensus mainly discusses caries risk assessment, caries treatment difficulty assessment and dental caries treatment plan, which are the most important parts of caries management in the whole life cycle.
Consensus
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Dental Care
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Dental Caries/prevention & control*
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Humans
;
Prevalence
7.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.
8.Research progress of psycho-emotional abnormalities and quality of life indicators in patients with acute intermittent porphyria
Yanhong GE ; Songyun ZHANG ; Bing LI ; Yue ZHANG
Chinese Journal of Modern Nursing 2022;28(11):1534-1540
Acute intermittent porphyria (AIP) is a rare disease caused by autosomal dominant inheritance caused by mutations in PDGD/ HMBS gene. Clinical manifestations include severe abdominal pain, intestinal paralysis, limb weakness, epilepsy and psycho-emotional abnormalities. Due to the rarity of the disease and insufficient awareness of medical staff, the rate of clinical misdiagnosis is extremely high. Psycho-emotional abnormality is an important clinical manifestation of AIP and a common cause of acute attacks, but the current clinical attention is far from enough. This article reviews the current situation of anxiety, depression and other psycho-emotional abnormalities, quality of life, pain, fatigue, sleep, fear of disease progression, disease stigma, psychological pain and other indicators of AIP patients, in order to provide directions for improving domestic medical staff's medical care for AIP patients and to provide a basis for preventing attacks, reducing complications and improving prognosis.
9.Genetic polymorphism and antibody screening of RhD negative Chinese Han population in Jiayuguan
Ying WANG ; Jiewei ZHENG ; Yanhong CUI ; Yue YANG ; Jinyu CHEN ; Jin DANG ; Xiaodan LIU ; Junhua XIE ; Dong XIANG
Chinese Journal of Blood Transfusion 2021;34(6):642-645
【Objective】 To investigate and analyze the polymorphism of RHD gene in RhD-negative population in Jiayuguan using molecular biological technique, so as to accurately identify RhD-negative individuals, and formulate individualized transfusion strategies. 【Methods】 The RhD negative voluntary blood donors and patients (mainly pregnant women) were recruited. After informed consent, history of blood transfusion and pregnancy of them were investigated, and samples were collected for negative D confirmation, gene sequencing as well as antibody screening and identification. 【Results】 Among the 96 samples, 73 cases were RHD gene deletion, 18 RHD*01EL.01(17 RHD1227A homozygous type and 1 RHD1227A heterozygous type), 2 weak RHD*15 type (845G/A), 1 partial D type, i. e. RHD-CE(7) -D heterozygous allele, and 2 RHD*01N.16 variant. Antibody was detected out in 4 cases, among which 2 were positive for anti-D, 1 anti-D plus anti-E, and 1 anti-Dia. 【Conclusion】 The proportion of DEL gene in RhD negative Chinese Han population in Jiayuguan is slightly lower than that in general Chinese Han population. No anti-D or RHD-HDN was observed in DEL type women due to multiple pregnancy or delivery of D positive newborns.
10.Analyses of infiltration patterns of immune cells in colorectal cancer and its correlation with clinical characteristics and overall survival of patients
Yue HU ; Hong GAO ; Jie DING ; Meiling GE ; Yanhong LIU
Cancer Research and Clinic 2021;33(11):811-817
Objectvie:To investigate the infiltration patterns of immune cells in colorectal cancer, and to explore the correlation of immune cells infiltration with clinical characteristics and overall survival (OS) of patients.Methods:The RNA sequencing data of 615 patients with colorectal cancer were downloaded from The Cancer Genome Atlas (TCGA) database. The data was updated on July 19, 2019, and included 571 colorectal cancer tissues and 44 paracancerous tissues. There were 552 cases with clinical data, such as survival time, survival status, age, gender, clinical stage, grade, tumor location and so on. Using CIBERSORT deconvolution algorithm, the relative amounts of 22 immune cell types were calculated based on standardized gene expression data. According to the results of CIBERSORT algorithm, the samples with high accuracy of deconvolution result were selected ( P < 0.05), and they were used for analysis and graphing. The correlations between the infiltration patterns of immune cells and the clinical characteristics and OS of patients were analyzed. Results:After the CIBERSORT method was used to filter and remove samples with P ≥ 0.05, a total of 282 tumor tissue samples and 16 paracancerous tissue samples were screened. In 293 cases with clinical information, there were 277 tumor tissue samples and 16 paracancerous tissue samples. In 293 samples, M0 macrophages, M1 macrophages, M2 macrophages, CD8 + T cells and unactivated CD4 memory T cells accounted for a higher proportion of total immune cells; in tumor tissue samples, the expressions of M0 macrophages, M1 macrophages, activated CD4 memory T cells, and unactivated natural killer (NK) cells were higher; in paracancerous tissues, the expressions of naive B cells, M2 macrophages, activated NK cells, unactivated dendritic cells, unactivated mast cells and plasma cells were higher; with the increase of clinical stage, the expressions of follicular helper T cells, activated CD4 memory T cells, activated NK cells, M1 macrophages decreased, and the expressions of plasma cells and regulatory T cells increased, and the differences were statistically significant (all P < 0.05). M1 macrophages, unactivated mast cells, activated CD4 memory T cells, CD8 + T cells, and follicular helper T cells were highly expressed in right colon cancer, while M0 macrophages and activated mast cells were highly expressed in left colon and rectal cancer, and the differences were statistically significant (all P < 0.05). The patients were divided into high infiltration group and low infiltration group based on the median expression level of infiltrated immune cells, and the survival analysis was performed. The result of survival analysis showed that patients with high initial B cell infiltration had good OS; however, patients with high infiltration of M2 macrophages, activated mast cells, and neutrophils had poor OS. Conclusions:There are different types of immune cell infiltration patterns in the colorectal cancer samples of different stages and locations, which are closely related to tumor progression and OS of patients. They are expected to be applied to the development of therapeutic targets and prognosis prediction.


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