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
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Carcinoma, Hepatocellular/pathology*
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Liver Neoplasms/pathology*
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Circadian Rhythm/genetics*
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Prognosis
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Male
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Female
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Biomarkers, Tumor/genetics*
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Middle Aged
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Machine Learning
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Computational Biology
2.The Disease Burden of Asthma in China, 1990 to 2021 and Projections to 2050: Based on the Global Burden of Disease 2021.
Rui Yi ZHANG ; Miao Miao ZHANG ; Yu Chang ZHOU ; Jia Huan GUO ; Xuan Kai WANG ; Mai Geng ZHOU
Biomedical and Environmental Sciences 2025;38(5):529-538
OBJECTIVE:
Asthma imposes a significant global health burden. This study examines changes in the asthma-related disease burden from 1990 to 2021 and projects future burdens for 2050 under different scenarios.
METHODS:
Using data from the Global Burden of Disease 2021 study, we analyzed asthma incidence, prevalence, mortality, and disability-adjusted life years (DALYs) from 1990 to 2021. We projected the disease burden for 2050 based on current trends and hypothetical scenarios in which all risk factors are controlled. Temporal trends in age-standardized incidence, prevalence, mortality, and DALY rates were explored using Annual Percent Change.
RESULTS:
In 2021, the age-standardized rates for asthma incidence, prevalence, mortality, and DALYs in China were 364.17 per 100,000 (95% uncertainty interval [ UI]: 283.22-494.10), 1,956.49 per 100,000 (95% UI: 1,566.68-2,491.87), 1.47 per 100,000 (95% UI: 1.15-1.79), and 103.76 per 100,000 (95% UI: 72.50-145.46), respectively. A higher disease burden was observed among Chinese men and individuals aged 70 years or older. Compared to the current trend, a combined scenario involving improvements in environmental factors, behavioral and metabolic health, child nutrition, and vaccination resulted in a greater reduction in the disease burden caused by asthma.
CONCLUSION
Addressing modifiable risk factors is essential for further reducing the asthma-related disease burden.
Humans
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Asthma/mortality*
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China/epidemiology*
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Male
;
Female
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Adult
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Middle Aged
;
Aged
;
Child
;
Adolescent
;
Global Burden of Disease/trends*
;
Child, Preschool
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Young Adult
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Infant
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Cost of Illness
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Disability-Adjusted Life Years
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Prevalence
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Incidence
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Infant, Newborn
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Aged, 80 and over
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Risk Factors
3.Comparative Transcriptomic and Metabolomic Analyses Reveal the Mechanism by Which Foam Macrophages Restrict Survival of Intracellular Mycobacterium Tuberculosis.
Xiao PENG ; Yuan Yuan LIU ; Li Yao CHEN ; Hui YANG ; Yan CHANG ; Ye Ran YANG ; Xuan ZHANG ; An Na JIA ; Yong Bo YU ; Yong Li GUO ; Jie LU
Biomedical and Environmental Sciences 2025;38(7):781-791
OBJECTIVES:
This study aimed to investigate the impact of foam macrophages (FMs) on the intracellular survival of Mycobacterium tuberculosis (MTB) and identify the molecular mechanisms influencing MTB survival.
METHODS:
An in vitro FM model was established using oleic acid induction. Transcriptomic and metabolomic analyses were conducted to identify the key molecular pathways involved in FM-mediated MTB survival.
RESULTS:
Induced FMs effectively restricted MTB survival. Transcriptomic and metabolomic profiling revealed distinct changes in gene and metabolite expression in FMs during MTB infection compared with normal macrophages. Integrated analyses identified significant alterations in the cyclic adenosine monophosphate (cAMP) signaling pathway, indicating that its activation contributes to the FM-mediated restriction of MTB survival.
CONCLUSIONS
FMs inhibit MTB survival. The cAMP signaling pathway is a key contributor. These findings enhance the understanding of the role of FMs in tuberculosis progression, suggest potential targets for host-directed therapies, and offer new directions for developing diagnostic and therapeutic strategies against tuberculosis.
Mycobacterium tuberculosis/physiology*
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Transcriptome
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Metabolomics
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Foam Cells/microbiology*
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Humans
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Metabolome
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Tuberculosis/microbiology*
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Gene Expression Profiling
4.Olfactory domain family protein 3 promotes the proliferation of MYCN-amplified neuroblastoma cell lines in vitro
Yao ZHANG ; Xuan ZHANG ; Anna JIA ; Shijia ZHAN ; Jinxin GUO ; Yan CHANG ; Yongli GUO
Basic & Clinical Medicine 2025;45(2):168-175
Objective To explore the function of olfactomedin domain family protein 3(OLFM3)in neuroblastoma(NB).Methods The relationship between the expression of OLFM3 mRNA and v-myc avian myelocytomatosis viral oncogene neuroblastoma derived homolog(MYCN)amplification status and the prognosis of patients in NB clin-ical samples were clarified by using R2 Genomics Analysis and Visualization Platform.Depmap database was used to examine the expression level of OLFM3 in different tumors cell lines and to identify the correlation between OLFM3 expression and MYCN amplification status in various NB cell lines.RT-qPCR and Western blot were used to detect the knockdown level of OLFM3.Cell proliferation was monitored using crystal violet staining and real?time cellular analysis.The colony formation ability of NB cells was assessed using colony?forming unit assay.Results Analysis of R2 database revealed higher level of OLFM3 expression in MYCN?amplified NB clinical samples(P<0.001).Patients with high OLFM3 expression showed a significantly lower overall survival probability compared to those with low OLFM3 expression(P<0.05).Analysis with Depmap database revealed that the expres?sion level of OLFM3 was higher in NB than that in other kind of tumor.The expression level of OLFM3 was signifi?cantly higher in the MYCN?amplified cell lines than in the MYCN?non?amplified cell lines(P<0.01).In MYCN?am?plified NB cells,knockdown of OLFM3 inhibited cells proliferation(P<0.001)and colony formation(P<0.001),but there was no noticeable changes observed in MYCN?non?amplified cells.Conclusions OLFM3 specifically pro?motes the proliferation of MYCN?amplified NB cells,but has a less effect on MYCN?non?amplified cells,indicating it is a potential biomarker for high?risk MYCN?amplified NB.
5.Clinical characteristics and influencing factors in type 2 diabetes mellitus patients with MAFLD at moderate-to-high risk of metabolic-associated fatty liver fibrosis
Xuan LIU ; Chang LI ; Hong-Li ZHANG ; Xiao-Hua LI
Medical Journal of Chinese People's Liberation Army 2025;50(11):1366-1373
Objective To explore the clinical characteristics and influencing factors in type 2 diabetes mellitus(T2DM)patients with metabolic-associated fatty liver disease(MAFLD)who are at moderate-to-high risk of metabolic-associated fatty liver fibrosis.Methods A retrospective analysis was conducted on the clinical data of 495 T2DM patients with MAFLD who were treated in the Department of Endocrinology,the Seventh People's Hospital Affiliated to Shanghai University of Traditional Chinese Medicine,from August 2022 to May 2024.According to the fibrosis-4(FIB-4)index,the patients were divided into two groups:low risk group for metabolic-associated fatty liver fibrosis(n=311)and moderate-to-high risk group for metabolic-associated fatty liver fibrosis(n=184).Differences in clinical characteristics and laboratory test results between the two groups were compared.Univariate and multivariate binary logistic regression analyses were used to screen the influencing factors of moderate-to-high risk of metabolic-associated fatty liver fibrosis in T2DM patients with MAFLD.Receiver operating characteristic(ROC)curves and area under the curve(AUC)were employed to evaluate the predictive value of these factors for moderate-to-high risk of metabolic-associated fatty liver fibrosis in T2DM patients with MAFLD.Results Compared with low risk group,moderate-to-high risk group had significantly higher age,proportions of patients with a history of hypertension and coronary heart disease,as well as higher levels of aspartate aminotransferase(AST),blood urea nitrogen(BUN),and creatinine(Cr)(P<0.05).In contrast,moderate-to-high group had a lower proportion of male patients,and lower levels of platelet count(PLT),total cholesterol(TC),triglycerides(TG),low-density lipoprotein cholesterol(LDL-C),glycated hemoglobin(HbA1c),free triiodothyronine(FT3),free thyroxine(FT4),and thyroid feedback quantile-based index(TFQI)(P<0.05).Univariate binary logistic regression analysis showed that male(P=0.020),HbA1c(P=0.014),BUN(P<0.001),Cr(P<0.001),TC(P=0.001),LDL-C(P<0.001),FT3(P<0.001),FT4(P<0.001),and TFQI(P=0.039)were influencing factors for moderate-to-high risk of metabolic-associated fatty liver fibrosis in T2DM patients with MAFLD.Multivariate binary logistic regression analysis revealed that BUN(OR=1.165,95%CI 1.006-1.348,P=0.042)and Cr(OR=1.020,95%CI 1.005-1.036,P=0.008)were independent risk factors for moderate-to-high risk of metabolic-associated fatty liver fibrosis in T2DM patients with MAFLD,while male(OR=0.574,95%CI 0.339-0.972,P=0.039),LDL-C(OR=0.659,95%CI 0.483-0.898,P=0.008),FT3(OR=0.590,95%CI 0.404-0.864,P=0.007),and FT4(OR=0.863,95%CI 0.762-0.977,P=0.020)were independent protective factors.ROC curve analysis showed that the AUC of the combined 6 influencing factors for predicting moderate-to-high risk of metabolic-associated fatty liver fibrosis in T2DM patients with MAFLD was 0.728(95%CI 0.682-0.774),with a sensitivity of 0.620 and a specificity of 0.759.Conclusions Gender,BUN,Cr,LDL-C,FT3,and FT4 are independent influencing factors for moderate-to-high risk of metabolic-associated fatty liver fibrosis in T2DM patients with MAFLD.Monitoring and early intervention for the above abnormal biochemical indices are beneficial in delaying the occurrence and development of liver fibrosis in T2DM patients with MAFLD.
6.Exercise alleviating fear and anxiety in mice with post-traumatic stress disorder by promoting hippocampal neuroregeneration and dendritic development
Chang SU ; Zi-Xuan XU ; Shuo JIN ; Xiao-Xiao ZHANG ; Chao XI ; Li-Na SUN
Acta Anatomica Sinica 2025;56(4):389-397
Objective To investigate the mechanism of hippocampal neuronal plasticity of newborn neurons in the hippocampus by which exercise improves the fear and anxiety symptoms of post-traumatic stress disorder(PTSD).Methods Totally 40 C57BL/6J male mice were randomly divided into by control group(Ctrl)and PTSD group,the PTSD group was divided into a no-exercise group(PTSD),a low-intensity exercise group(L)and a high-intensity exercise group(H).The PTSD model mice were constructed by combining conditioned plantar-foot shock(CF)and single-session sustained stress(SPS).After the exercise intervention,the fear and anxiety levels of the mice were assessed using the conditioned fear test and the elevated cross maze test;Subsequently,the densities of the newborn mature neurons in dentate gyrus(DG)of hippocampus were detected by immunofluorescent double-labelling staining,and the newborn neuron morphology was marked by injecting retrovirus pRetro-U6-EF1-EGFP-3xFLAG-WPRE in DG of hippocampus to observe its morphology.The morphology of the newborn neurons was labelled to observe their dendritic length and the number of branch points;Meanwhile,the concentration level of adiponctin(APN)in the hippocampal area was determined by ELISA.Results The result showed that both high and low-intensity exercise interventions significantly reduced the freezing time of PTSD mice in the conditioned fear test,and in the elevated cross maze experiment,the residence time and the number of entries in the open arm of the mice in the H group increased significantly compared with those in the PTSD group,while the residence time and the number of entries in the closed arm were significantly reduced.In addition,both high and low-intensity exercise interventions significantly increased the surface density and dendritic length of newborn mature neurons in the hippocampal DG region of PTSD mice,and high-intensity exercise significantly increased the number of dendritic branching points,and the density of newborn mature neurons in the H group was more significantly increased compared with that in the L group.At the same time,the hippocampal APN concentration increased significantly in both L and H groups compared with the PTSD group,and it was more significant in the H group.Conclusion Exercises have an ameliorative effect on anxiety and fear symptoms in PTSD mice,and at the same time,it can increase hippocampal neuroplasticity and adiponctin secretion in PTSD mice,suggesting that the improvement of fear and anxiety symptoms in PTSD by exercise may be related to the increase of hippocampal neuroplasticity and APN secretion,and the improvement effect is better with high-intensity exercise.
7.Mechanistic investigation on the hypoglycemic effect of Panax notoginseng saponins in type 2 diabetic mice based on plasma metabolomics
Jin-hua ZHANG ; Han-xiang LIU ; Yu-xuan LIU ; Min WU ; Jin-xia CHANG ; Wen-hu LIU
Acta Pharmaceutica Sinica 2024;59(4):1028-1039
Plasma metabolomics combined experimental verification was employed for investigating of the hypoglycemic effect of
8.Regulatory effect of C12ORF66 on viability of MYCN amplified high-risk neuroblastoma cells
Anna JIA ; Shijia ZHAN ; Xuan ZHANG ; Jinxin GUO ; Yongbo YU ; Yongli GUO ; Yan CHANG
Basic & Clinical Medicine 2024;44(3):288-294
Objective To explore the effect of open reading frame 66(C12ORF66)located at chromosome 12 on the viability of MYCN amplified NB cell lines.Methods DDatasets GSE16476 and GSE49710 in R2 database were analyzed for expression level of C12ORF66 in MYCN amplified and MYCN non-amplified NB cells and its potential correlation with the prognosis of pediatric patients.C12ORF66 mRNA expression level in normal tissue immortalized cell lines,MYCN amplified and MYCN non-amplified cell lines were detected by RT-qRCR.Transient or stable knockdown of C12ORF66 cell lines were constructed to compare the difference in real time cellular analysis(RTCA),colony formation,Ki67 positive cells between the control group and the C12ORF66 knockdown group.Results By analyzing R2 datasets,C12ORF66 level in MYCN amplified samples was significantly higher than that in MYCN non-amplified samples,and the expression of C12ORF66 was negatively correlated with the prognosis of pediatric patients(P<0.05).C12ORF66 highly expressed in MYCN-amplified BE(2)-C and SK-N-BE(2)cell lines than in MYCN non-amplified CHLA-255 and SH-SY5Y cell lines(P<0.001).Transient or stable knockdown of C12ORF66 resulted in significant slow down of proliferation of MYCN amplified NB cells(P<0.001),the colony formation ability was significantly reduced(P<0.001),and the proportion of Ki67 positive cells was significantly decreased(P<0.05).Conclusions C12ORF66 was highly expressed in MYCN amplified clinical NB samples and cell lines which is believed to be correlated with poor prognosis of pediatric patients.C12ORF66 knockdown signifi-cantly inhibits cell viability of NB cells.
9.Bibliometrics study on the pathogenesis of primary open angle glaucoma
Yan CHEN ; Hongmin ZHUO ; Fan ZHANG ; Xuan ZHOU ; Chengzhi YUAN ; Chang YU ; Qinghua PENG ; Meiyan ZENG ; Houpan SONG
International Eye Science 2024;24(5):704-711
AIM: To understand the publication status, research trends, and cutting-edge and hot topics in this field by conducting a bibliometrics analysis of relevant literatures on the pathogenesis of primary open angle glaucoma(POAG)in the past 30 a.METHODS:A total of 986 relevant literatures on the pathogenesis of POAG published on the core databases of China National Knowledge Infrastructure(CNKI)and Web of Science(WOS)from 1 September 1993 to 1 September 2023 were retrieved. CiteSpace(6.2.R.4)and VOSviewer(1.6.18)software were used to conduct knowledge graph analysis on the retrieved literature, including publication volume, author, research institution, country/region, and keywords.RESULTS:The United States(243 articles)has the highest number of publications, followed by China(121 articles). The foreign institution with the highest number of publications is Harvard University(37 articles), while domestic institutions such as Zhongshan Ophthalmic Center, Sun Yat-sen University, ophthalmology department of Xuanwu Hospital of Capital Medical University, and Peking University First Hospital tied for the highest number of publications. Louis R. Pasquale(21 articles)is the most prolific English author. Wang Ningli is the most active Chinese researcher in this field. Keywords include trabecular meshwork, intraocular pressure, aqueous humor, glucocorticoid, hemorheology, etc.CONCLUSION: The research on the pathogenesis of POAG is in a period of vigorous development. The United States has the largest number of publications in this field, and Harvard University is a leading institution in this field. The research focus in the field of POAG has shifted from the structural aspect to the genetic level, and gene research and traditional Chinese medicine treatment have broad application prospects in this field.
10.Role and mechanism of cysteine and glycine-rich protein 2 in the malignant progres-sion of neuroblastoma
Yao ZHANG ; Jinxin GUO ; Shijia ZHAN ; Enyu HONG ; Hui YANG ; Anna JIA ; Yan CHANG ; Yongli GUO ; Xuan ZHANG
Journal of Peking University(Health Sciences) 2024;56(3):495-504
Objective:To investigate the function and underlying mechanism of cysteine and glycine-rich protein 2(CSRP2)in neuroblastoma(NB).Methods:The correlation between the expression level of CSRP2 mRNA and the prognosis of NB children in NB clinical samples was analyzed in R2 Genomics Analysis and Visualization Platform.The small interfering RNA(siRNA)targeting CSRP2 or CSRP2 plasmid were transfected to NB cell lines SK-N-BE(2)and SH-SY5Y.Cell proliferation was observed by crystal violet staining and real-time cellular analysis.The ability of colony formation of NB cells was ob-served by colony-forming unit assay.Immunofluorescence assay was used to detect the expression of the proliferation marker Ki-67.Flow cytometry analysis for cell cycle proportion was used with cells stained by propidium iodide(PI).Annexin V/7AAD was used to stain cells and analyze the percentage of cell apoptosis.The ability of cell migration was determined by cell wound-healing assay.The level of protein and mRNA expression of CSRP2 in NB primary tumor and NB cell lines were detected by Western blot and quantitative real-time PCR(RT-qPCR).Results:By analyzing the NB clinical sample databases,it was found that the expression levels of CSRP2 in high-risk NB with 3/4 stages in international neuroblas-toma staging system(INSS)were significantly higher than that in low-risk NB with 1/2 INSS stages.The NB patients with high expression levels of CSRP2 were shown lower overall survival rate than those with low expression levels of CSRP2.We detected the protein levels of CSRP2 in the NB samples by Western blot,and found that the protein level of CSRP2 in 3/4 INSS stages was significantly higher than that in 1/2 INSS stages.Knockdown of CSRP2 inhibited cell viability and proliferation of NB cells.Overexpression of CSRP2 increased the proliferation of NB cells.Flow cytometry showed that the proportion of sub-G1,G0/G1 and S phase cells and Annexin V positive cells were increased after CSRP2 deficiency.In the cell wound-healing assay,the healing rate of NB cells was significantly attenuated after knockdown of CSRP2.Further mechanism studies showed that the proportion of the proliferation marker Ki-67 and the phospho-rylation levels of extracellular signal-regulated kinases 1/2(ERK1/2)were significantly decreased after CSRP2 knockdown.Conclusion:CSRP2 is highly expressed in high-risk NB with 3/4 INSS stages,and the expression levels of CSRP2 are negatively correlated with the overall survival of NB patients.CSRP2 significantly increased the proliferation and cell migration of NB cells and inhibited cell apoptosis via the activation of ERK1/2.All these results indicate that CSRP2 promotes the progression of NB by activating ERK1/2,and this study will provide a potential target for high-risk NB therapy.

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