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.Predicting Postoperative Circulatory Complications in Older Patients: A Machine Learning Approach.
Xiao Yun HU ; Wei Xuan SHENG ; Kang YU ; Jie Tai DUO ; Peng Fei LIU ; Ya Wei LI ; Dong Xin WANG ; Hui Hui MIAO
Biomedical and Environmental Sciences 2025;38(3):328-340
OBJECTIVE:
This study examines utilizes the advantages of machine learning algorithms to discern key determinants in prognosticate postoperative circulatory complications (PCCs) for older patients.
METHODS:
This secondary analysis of data from a randomized controlled trial involved 1,720 elderly participants in five tertiary hospitals in Beijing, China. Participants aged 60-90 years undergoing major non-cardiac surgery under general anesthesia. The primary outcome metric of the study was the occurrence of PCCs, according to the European Society of Cardiology and the European Society of Anaesthesiology diagnostic criteria. The analysis metrics contained 67 candidate variables, including baseline characteristics, laboratory tests, and scale assessments.
RESULTS:
Our feature selection process identified key variables that significantly impact patient outcomes, including the duration of ICU stay, surgery, and anesthesia; APACHE-II score; intraoperative average heart rate and blood loss; cumulative opioid use during surgery; patient age; VAS-Move-Median score on the 1st to 3rd day; Charlson comorbidity score; volumes of intraoperative plasma, crystalloid, and colloid fluids; cumulative red blood cell transfusion during surgery; and endotracheal intubation duration. Notably, our Random Forest model demonstrated exceptional performance with an accuracy of 0.9872.
CONCLUSION
We have developed and validated an algorithm for predicting PCCs in elderly patients by identifying key risk factors.
Aged
;
Aged, 80 and over
;
Female
;
Humans
;
Male
;
Middle Aged
;
Cardiovascular Diseases/etiology*
;
Machine Learning
;
Postoperative Complications/etiology*
;
Risk Factors
;
Randomized Controlled Trials as Topic
;
Secondary Data Analysis
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*
;
Transcriptome
;
Metabolomics
;
Foam Cells/microbiology*
;
Humans
;
Metabolome
;
Tuberculosis/microbiology*
;
Gene Expression Profiling
5.A Case Report of Multidisciplinary Management of a Patient with Schimke Immuno-Osseous Dysplasia
Juan DING ; Wei WANG ; Juan XIAO ; Yan ZHANG ; Huijuan ZHU ; Wen ZHANG ; Peng GAO ; Limeng CHEN ; Wei LYU ; Xuan ZOU ; Xiaoyi ZHAO ; Hongmei SONG ; Mingsheng MA
JOURNAL OF RARE DISEASES 2024;3(4):465-470
Schimke immuno-osseous dysplasia (SIOD)caused by
6.Preliminary study on delaying aging induced thymus degeneration in SAMP6 mice with Bazi Bushen capsule
Zhao-Dong LI ; Yin-Xiao CHEN ; Bo-Yang GONG ; Zhe XU ; Zhi-Xian YU ; Yue-Xuan SHI ; Yan-Fei PENG ; Yu-Hong BIAN ; Yun-Long HOU ; Xiang-Ling WANG ; Shu-Wu ZHAO
Chinese Pharmacological Bulletin 2024;40(6):1186-1192
Aim To explore the improvement effect of Bazi Bushen capsule on thymic degeneration in SAMP6 mice and the possible mechanism.Methods Twenty 12 week old male SAMP6 mice were randomly divided into the model group(SAMP6)and the Bazi Busheng capsule treatment group(SAMP6+BZBS).Ten SAMR1 mice were assigned to a homologous control group(SAMR1).The SAMP6+BZBS group was oral-ly administered Bazi Bushen capsule suspension(2.8 g·kg-1)daily,while the other two groups were orally administered an equal amount of distilled water.After nine weeks of administration,the morphology of the thymus in each group was observed and the thymus in-dex was calculated;HE staining was used to observe the structural changes of thymus tissue;SA-β-gal stai-ning was used to detect thymic aging;flow cytometry was used to detect the proportion of thymic CD3+T cells in each group;Western blot was used to detect the levels of p16,Bax,Bcl-2,and cleaved caspase-3 proteins in thymus;immunofluorescence was applied to detect the proportion of cortical thymic epithelial cells in each group;ELISA was employed to detect IL-7 lev-els in thymus.Results Compared with the SAMP6 group,the thymic index of the SAMP6+BZBS group significantly increased(P<0.05);the disordered thy-mic structure was significantly improved;the positive proportion of SA-β-gal staining significantly decreased(P<0.01);the proportion of CD3+T cells apparently increased(P<0.05);the level of p16 protein signifi-cantly decreased(P<0.05);the level of Bcl-2 pro-tein significantly increased(P<0.05),while the lev-el of cleaved caspase-3 protein markedly decreased(P<0.05);the proportion of cortical thymic epithelial cells evidently increased;the level of IL-7 significantly increased(P<0.01).Conclusions Bazi Bushen capsule can delay thymic degeneration,inhibit cell ap-optosis in thymus and promote thymic cell development in SAMP6 mice,which may be related to increasing the proportion of cortical thymic epithelial cells and promoting IL-7 secretion.
7.Impact of bladder-neck angle on urination:An application study based on fluid-structure interaction
Xu-Dong JIA ; Xiao-Wan GUO ; Wan-Ze ZHANG ; Li-Juan LU ; Ya-Xuan WANG ; Kai-Long LIU ; Dong-Bin WANG ; Yue-Peng LIU ; Jin-Chun QI
National Journal of Andrology 2024;30(9):789-797
Objective:To assess the deformation of the bladder-neck opening and the impact of the bladder-neck angle(BNA)on urination in male patients by fluid-structure interaction(FSI)analysis.Methods:We established geometric models of the blad-der,prostate and urethra were established,incorporating both normal and enlarged BNAs,and assessed the effects of BNA alteration on urinary flow by FSI simulation of the flow rate and pressure of the urine within the bladder,bladder neck and urethra,and that of pros-tate displacement as well.We retrospectively analyzed the clinical data on 145 male patients from the Second Hospital of Hebei Medical University between June 2020 and June 2023,39 with acute urine retention(the AUR group)and 106 without(the non-AUR group),and evaluate the impact of BNA on urination based on the urinary flow rate and prostate volume.Results:Comparative simulation a-nalysis showed significant differences in the total urethral pressure and flow rate between the normal and enlarged BNA models(P<0.05).The maximum prostate displacement was found at the bladder neck,with moderate displacement and unchanged urethral diame-ter in the normal BNA model,but significant displacement and a reduced urethral opening diameter in the enlarged BNA model.FSI analysis confirmed an evident impact of enlarged BNA on urination,more significant in the AUR than in the non-AUR patients(P<0.05).The BNAs in the patients with the maximum urinary flow rate(Qmax)of<10,10-15 or>15 ml/s were 83.7°±2.5°,67.5°±1.8° and 65.1°±4.8° respectively,with statistically significant difference between the former one and the latter two groups(P<0.05).The BNAs in the patients with normal prostate volume or BPH of grade Ⅰ,Ⅱ,Ⅲ or Ⅳ were 65.0°±3.7°,67.2°±3.1°,71.5°±2.0°,82.8°±3.5° and 105.8°±6.0°,respectively(P<0.05),with statistically significant difference between BPH grades Ⅲ and Ⅳ(P<0.05)as well as between these two and the other three groups(P<0.05),but not among the normal prostate volume,BPH grade Ⅰ and BPH grade Ⅱ groups(P>0.05).Spearman correlation analysis indicated that BNA was strongly correlated with total prostate volume(TPV),transition zone volume(TZV),intravesical prostatic protrusion(IPP),prostatic urethral angle(PUA),IPSS,and Qmax(P<0.05).Conclusion:Changes in BNA affect urination and are closely associated with the se-verity of prostate hyperplasia.The BNA may be an important anatomical factor for assessing the severity of lower urinary tract symptoms in BPH patients.
8.Maternal MTR gene polymorphisms and their interactions with periconceptional folic acid supplementation in relation to offspring ventricular septal defects
Xiao-Rui RUAN ; Meng-Ting SUN ; Jian-Hui WEI ; Man-Jun LUO ; Han-Jun LIU ; Jia-Peng TANG ; Liu-Xuan LI ; Jia-Bi QIN
Chinese Journal of Contemporary Pediatrics 2024;26(9):899-906
Objective To investigate how maternal MTR gene polymorphisms and their interactions with periconceptional folic acid supplementation are associated with the incidence of ventricular septal defects(VSD)in offspring.Methods A case-control study was conducted,recruiting 426 mothers of infants with VSD under one year old and 740 mothers of age-matched healthy infants.A questionnaire survey collected data on maternal exposures,and blood samples were analyzed for genetic polymorphisms.Multivariable logistic regression analysis and inverse probability of treatment weighting were used to analyze the associations between genetic loci and VSD.Crossover analysis and logistic regression were utilized to examine the additive and multiplicative interactions between the loci and folic acid intake.Results The CT and TT genotypes of the maternal MTR gene at rs6668344 increased the susceptibility of offspring to VSD(P<0.05).The GC and CC genotypes at rs3768139,AG and GG at rs1050993,AT and TT at rs4659743,GG at rs3768142,and GT and TT at rs3820571 were associated with a decreased risk of VSD(P<0.05).The variations at rs6668344 demonstrated an antagonistic multiplicative interaction with folic acid supplementation in relation to VSD(P<0.05).Conclusions Maternal MTR gene polymorphisms significantly correlate with the incidence of VSD in offspring.Mothers with variations at rs6668344 can decrease the susceptibility to VSD in their offspring by supplementing with folic acid during the periconceptional period,suggesting the importance of periconceptional folic acid supplementation in genetically at-risk populations to prevent VSD in offspring.
9.A case-control study on the associations of parental smoking and alcohol consumption during the periconceptional period and their interactions with risk of congenital heart disease in offspring
Liu-Xuan LI ; Man-Jun LUO ; Xiao-Rui RUAN ; Han-Jun LIU ; Jia-Peng TANG ; Gui-Hong YANG ; Jia-Bi QIN
Chinese Journal of Contemporary Pediatrics 2024;26(10):1019-1026
Objective To explore the associations of parental smoking and alcohol consumption during the periconceptional period and their interactions with risk of congenital heart disease(CHD)in offspring.Methods The parents of children with simple CHD aged 0 to 1 year(n=683)were recruited as the case group,while the parents of healthy children aged 0 to 1 year(n=740)served as the control group.A case-control study was conducted,and a questionnaire was used to collect information on perinatal exposures.After controlling for relevant confounding factors using multivariate logistic regression analysis and propensity score matching,the associations of parental smoking and alcohol consumption during the periconceptional period and their interactions with CHD were examined,as well as the cumulative effects of smoking and drinking on CHD risk.Results Maternal active smoking(OR=2.91,95%CI:1.60-5.30),passive smoking(OR=1.94,95%CI:1.56-2.42),and alcohol consumption(OR=2.59,95%CI:1.89-3.54),as well as paternal smoking(OR=1.52;95%CI:1.22-1.90)and drinking(OR=1.48,95%CI:1.19-1.84),were associated with an increased risk of CHD in offspring.There was no interaction between parental smoking and drinking behaviors during the periconceptional period concerning the risk of CHD in offspring(P>0.05).The more parents'smoking and drinking behaviors during the perinatal pregnancy,the higher the risk of CHD in their offspring(OR=1.50,95%CI:1.36-1.65).Conclusions Parental smoking and alcohol consumption during the periconceptional period are associated with the occurrence of CHD in offspring,and there is a cumulative effect on CHD risk,suggesting that reducing tobacco and alcohol exposure during the periconceptional period may lower the incidence of CHD.
10.Vitrectomy with fovea-sparing versus complete internal limiting membrane peeling for myopic traction maculopathy: A Meta-analysis
Wan-Xuan CHAI ; Zhi-Peng YOU ; Han-Ying HU ; Yong-Ji ZHAO ; Xiao-Han SU
International Eye Science 2023;23(3):443-448
AIM: To evaluate the efficacy and safety of foveal-sparing internal limiting membrane peeling(FSIP)or complete internal limiting membrane peeling(CMIP)for the treatment of myopic traction maculopathy(MTM)during vitrectomy.METHODS: CNKI, Wanfang, VIP, PubMed, Embase, Cochrane Library, and Web of Science were searched from January 1th 2000 to July 1th 2022, and studies that compared FSIP and CMIP for MTM were collected. The change and recovery rate of best corrected visual acuity(BCVA), incidence of full-thickness macular hole(FTMH), change of central foveal thickness(CFT)and the rate of complete reattachment.RESULTS: A total of 484 eyes from 12 literatures were included, with 203 eyes in the FSIP group and 281 eyes in the CMIP group. The results of Meta-analysis showed that FSIP group were superior to the CMIP group in the mean change of BCVA(SMD=0.52, 95%CI: 0.20~0.85, P=0.002), the improvement rate of BCVA(RR=1.50, 95%CI: 1.22~1.85, P=0.0002)and the incidence of postoperative FTMH(RR=0.23, 95%CI: 0.10~0.54, P=0.0008). There was no statistical difference between the two surgical methods in terms of mean change in CFT(SMD=0.04, 95%CI: -0.19~0.26, P=0.75)and the rate of complete reattachment(RR=1.12, 95%CI: 0.94~1.32, P=0.20).CONCLUSION: FSIP have similar anatomical outcomes compared to CMIP, but FSIP resulted in better visual acuity and lower incidence of postoperative FTMH.

Result Analysis
Print
Save
E-mail