1.Analyze the biomarkers of trauma-induced coagulopathy based on machine learning and transcriptomics
Xi-yao XING ; Han SHE ; Yin-yu WU ; Qing-xiang MAO ; Hong YAN ; Yi HU
Journal of Regional Anatomy and Operative Surgery 2025;34(10):846-854
Objective To elucidate the mechanisms of trauma-induced coagulopathy(TIC),clarify the specific pathogenic factors and pathophysiological processes,and discover the effective diagnostic indicators and therapeutic targets.Methods Transcriptomic data of traumatic hemorrhagic shock patients were obtained from the Gene Expression Omnibus(GEO)to identify differentially expressed genes(DEGs).Coagulation-related genes(CRGs)from the Kyoto Encyclopedia of Genes and Genomes(KEGG)were intersected with DEGs.Machine learning algorithms,including least absolute shrinkage and selection operator(LASSO)and random forest(RF),were applied to identify key genes.The CIBERSORT algorithm was used to analyze the correlation between key genes and immune cell infiltration.Through consensus clustering,subtype analysis was conducted on trauma patients to compare the infiltration of immune cells.A rat model of traumatic hemorrhagic shock was established to validate coagulation function and the expression of key genes.Results The dataset included samples from 17 healthy controls and 478 patients with traumatic hemorrhagic shock.A total of 6 315 DEGs were identified under the screening criterion of corrected P<0.05.Gene set enrichment analysis(GSEA)showed that the up-regulated DEGs were significantly enriched in the glucose metabolism pathway,while the down-regulated DEGs were enriched in the immune reaction-related pathways.Through cross-analysis of DEGs and CRGs,a total of 65 differentially expressed coagulation-related genes(DE-CRGs)were screened out.GO functional enrichment showed that these genes were mainly located in secreting granular membranes and platelet α-granules,and were involved in physiological processes such as blood coagulation,regulation of body fluid levels,and wound healing.KEGG pathway analysis revealed that these genes were significantly enriched in pathways such as platelet activation,complement and coagulation cascade reactions,Rap1 signaling pathway,and human cytomegalovirus infection.Six key DE-CRGs were identified through machine learning.Receiver operating characteristic(ROC)curve analysis indicated that these genes had good diagnostic efficacy.CIBERSORT analysis revealed a significant correlation between key genes and immune cell infiltration.Patients were classified into two subtypes based on the six key genes:subtype A was rich in CD8+T cells and activated NK cells,presented an immune-active state;subtype B was mainly composed of monocytes and resting NK cells,with insufficient activation of immune pathways.Animal experiments on rats showed that hemorrhagic shock can lead to coagulation dysfunction.The results of qRT-PCR further confirmed that the expression trend of key genes was consistent with the results of bioinformatics analysis.Conclusion In this study,through transcriptomics and machine learning methods,six key genes closely related to TIC were systematically screened out,namely GNA13,PIK3R3,ITGAM,MAPK14,PPP1CC and LYN,and their close connections with coagulation function and immune infiltration were revealed.Animal experiments have further verified the value of these genes as potential diagnostic and therapeutic targets.
2.Analyze the biomarkers of trauma-induced coagulopathy based on machine learning and transcriptomics
Xi-yao XING ; Han SHE ; Yin-yu WU ; Qing-xiang MAO ; Hong YAN ; Yi HU
Journal of Regional Anatomy and Operative Surgery 2025;34(10):846-854
Objective To elucidate the mechanisms of trauma-induced coagulopathy(TIC),clarify the specific pathogenic factors and pathophysiological processes,and discover the effective diagnostic indicators and therapeutic targets.Methods Transcriptomic data of traumatic hemorrhagic shock patients were obtained from the Gene Expression Omnibus(GEO)to identify differentially expressed genes(DEGs).Coagulation-related genes(CRGs)from the Kyoto Encyclopedia of Genes and Genomes(KEGG)were intersected with DEGs.Machine learning algorithms,including least absolute shrinkage and selection operator(LASSO)and random forest(RF),were applied to identify key genes.The CIBERSORT algorithm was used to analyze the correlation between key genes and immune cell infiltration.Through consensus clustering,subtype analysis was conducted on trauma patients to compare the infiltration of immune cells.A rat model of traumatic hemorrhagic shock was established to validate coagulation function and the expression of key genes.Results The dataset included samples from 17 healthy controls and 478 patients with traumatic hemorrhagic shock.A total of 6 315 DEGs were identified under the screening criterion of corrected P<0.05.Gene set enrichment analysis(GSEA)showed that the up-regulated DEGs were significantly enriched in the glucose metabolism pathway,while the down-regulated DEGs were enriched in the immune reaction-related pathways.Through cross-analysis of DEGs and CRGs,a total of 65 differentially expressed coagulation-related genes(DE-CRGs)were screened out.GO functional enrichment showed that these genes were mainly located in secreting granular membranes and platelet α-granules,and were involved in physiological processes such as blood coagulation,regulation of body fluid levels,and wound healing.KEGG pathway analysis revealed that these genes were significantly enriched in pathways such as platelet activation,complement and coagulation cascade reactions,Rap1 signaling pathway,and human cytomegalovirus infection.Six key DE-CRGs were identified through machine learning.Receiver operating characteristic(ROC)curve analysis indicated that these genes had good diagnostic efficacy.CIBERSORT analysis revealed a significant correlation between key genes and immune cell infiltration.Patients were classified into two subtypes based on the six key genes:subtype A was rich in CD8+T cells and activated NK cells,presented an immune-active state;subtype B was mainly composed of monocytes and resting NK cells,with insufficient activation of immune pathways.Animal experiments on rats showed that hemorrhagic shock can lead to coagulation dysfunction.The results of qRT-PCR further confirmed that the expression trend of key genes was consistent with the results of bioinformatics analysis.Conclusion In this study,through transcriptomics and machine learning methods,six key genes closely related to TIC were systematically screened out,namely GNA13,PIK3R3,ITGAM,MAPK14,PPP1CC and LYN,and their close connections with coagulation function and immune infiltration were revealed.Animal experiments have further verified the value of these genes as potential diagnostic and therapeutic targets.
3.Value of atherogenic index of plasma combined with Bedside Index for Severity in Acute Pancreatitis in the early prediction of severe hypertriglyceridemic acute pancreatitis
Qi JI ; Xi HUANG ; Chenyi SHE ; Song ZHANG ; Weitian XU ; Qingming WU
Journal of Clinical Hepatology 2023;39(6):1398-1403
Objective To investigate the correlation between atherogenic index of plasma (AIP) and the severity of hypertriglyceridemic acute pancreatitis (HTG-AP) and the value of AIP combined with Bedside Index for Severity in Acute Pancreatitis (BISAP) score in the early prediction of severe HTG-AP (sHTG-AP). Methods A retrospective analysis was performed for the clinical data of 170 patients with HTG-AP who were hospitalized in The General Hospital of Central Theater Command from January 2017 to December 2021, and according to related guidelines, they were divided into the sHTG-AP group with 28 patients and non-sHTG-AP group with 142 patients. Peripheral blood samples were collected from all patients within 24 hours after admission, and the two groups were compared in terms of sex, age, laboratory test results, AIP, BISAP score, and modified CT severity index (MCTSI) score. The chi-square test or the Fisher's exact test was used for comparison of categorical data between groups; the Mann-Whitney U test was used for comparison of continuous data between groups. The Spearman rank correlation test was used to investigate the correlation between each factor and the severity of HTG-AP, and the binary logistic regression analysis were used to investigate the independent risk factors for sHTG-AP. The receiver operating characteristic (ROC) curve was plotted to assess the predictive efficacy of each indicator. Results There were significant differences between the two groups in the medical history of diabetes, lymphocyte count, albumin, Ca 2+ , triglyceride, high-density lipoprotein cholesterol, AIP, BISAP score, MCTSI score, length of hospital stay, and hospital costs (all P < 0.05). The sHTG-AP group had a longer length of hospital stay, higher hospital costs, and a higher AIP value. AIP (odds ratio [ OR ]=1.244, 95% confidence interval [ CI ]: 1.062-1.458, P =0.007), BISAP score ( OR =5.525, 95% CI : 1.646-18.543, P =0.006), and MCTSI score ( OR =2.029, 95% CI : 1.245-3.305, P =0.004) were risk factors for sHTG-AP. AIP, BISAP score, and MCTSI score were positively correlated with the severity of HTG-AP ( r =0.291, 0.631, and 0.649, all P < 0.001), and AIP was positively correlated with BISAP score and MCTSI score ( r =0.190 and 0.215, both P < 0.05). AIP had an optimal cut-off value of 1.095 in predicting sHTG-AP, and AIP, BISAP score, and AIP combined with BISAP score had an area under the ROC curve of 0.759, 0.887, 0.925, respectively, a sensitivity of 0.821, 0.857, and 0.786, respectively, and a specificity of 0.627, 0.817, and 0.937, respectively (all P < 0.001). Conclusion AIP is a risk factor for sHTG-AP and is correlated with disease severity, and AIP combined with BISAP score has a relatively high value in the early prediction of sHTG-AP.
4.The skin surface microcirculation of conception vessel, governor vessel and thoroughfare vessel in patients with primary dysmenorrhea.
Miao LIN ; Ming-Jian ZHANG ; Xi-Sheng FAN ; Xi-Fen ZHANG ; Jin LIU ; Guang-Tong LU ; Hao CHEN ; Guang ZUO ; Jun LIU ; Jun-Cha ZHANG ; Yan-Fen SHE
Chinese Acupuncture & Moxibustion 2023;43(9):1042-1047
OBJECTIVE:
To observe the skin surface microcirculation of acupoints of conception vessel, governor vessel and thoroughfare vessel in patients with primary dysmenorrhea using laser speckle contrast imaging (LSCI), and provide acupoint selection basis of acupuncture-moxibustion for primary dysmenorrhea.
METHODS:
Ninety-nine healthy female college students with regular menstrual cycles (normal group) and 94 female college students with primary dysmenorrhea (dysmenorrhea group) were recruited. Before menstrual period, on the first day of menstruation, and on the third day after menstruation, LSCI was used to observe the surface microcirculation at the abdominal acupoints of conception vessel, i. e. Yinjiao (CV 7), Qihai (CV 6), Shimen (CV 5), Guanyuan (CV 4), Zhongji (CV 3) and Qugou (CV 2), acupoints of thoroughfare vessel, i. e. Huangshu (KI 16), Zhongzhu (KI 15), Siman (KI 14), Qixue (KI 13), Dahe (KI 12), Henggu (KI 11) and acupoints of lumbosacral region of governor vessel, i. e. Xuanshu (GV 5), Mingmen (GV 4), Yaoyangguan (GV 3), Yaoshu (GV 2) as well as two non-acupoints.
RESULTS:
Before menstrual period, there was no significant difference in the surface blood perfusion of the acupoints between the dysmenorrhea group and the normal group (P>0.05). On the first day of menstruation, the surface blood perfusion of Xuanshu (GV 5), Mingmen (GV 4), Yaoyangguan (GV 3) and right Huangshu (KI 16) in the dysmenorrhea group was higher than that in the normal group (P<0.05, P<0.01). On the third day after menstruation, the surface blood perfusion of the right Henggu (KI 11) in the dysmenorrhea group was lower than that in the normal group (P<0.05).
CONCLUSION
In patients with primary dysmenorrhea, on the first day of menstruation, the surface blood perfusion of Xuanshu (GV 5), Mingmen (GV 4), Yaoyangguan (GV 3) of governor vessel, and the right Huangshu (KI 16) of thoroughfare vessel is increased, while on the third day after menstruation, the surface blood perfusion of the right Henggu (KI 11) of thoroughfare vessel is decreased. These findings might provide a basis for acupoint selection in the acupuncture-moxibustion treatment of primary dysmenorrhea.
Humans
;
Female
;
Microcirculation
;
Dysmenorrhea/therapy*
;
Menstrual Cycle
;
Acupuncture Points
;
Acupuncture Therapy
5.Research progress on effect of unfolded protein response in heat stroke
Yu-Liang PENG ; Jiu-She KOU ; You WU ; Zong-Ping FANG ; Xi-Jing ZHANG
Medical Journal of Chinese People's Liberation Army 2023;48(12):1486-1491
Heat stroke(HS)is a serious life-threatening disease caused by heat injury and characterized by a core body temperature>40℃with central nervous system dysfunction and multi-organ failure.The main pathophysiological manifestations of HS are the thermal acute phase response and thermoregulatory imbalance.Proteins are particularly sensitive to heat,and the thermal environment can cause massive protein denaturation,resulting in the deposition of unfolded and misfolded proteins in the cytoplasm,causing cellular dysfunction and even death.The unfolded protein response(UPR),mainly divided into the endoplasmic reticulum UPR and the mitochondrial UPR,is an important physiological process that helps proteins to fold correctly or degrade irretrievably denatured proteins.This paper summarizes the regulatory mechanisms of UPR,the relationship between UPR and severe diseases,as well as the relationship between HS and UPR to provide new ideas for the treatment of HS.
6.Clinical observation on different frequency of auricular bloodletting combined with auricular point sticking for acne vulgaris.
Ya-Yu GAO ; Man ZHANG ; Yan-Fen SHE ; Hao CHEN ; Xiao-Dan SONG ; Ming-Jian ZHANG ; Jin LIU ; Xi-Sheng FAN ; Jun-Cha ZHANG ; Xu-Liang SHI
Chinese Acupuncture & Moxibustion 2022;42(6):629-633
OBJECTIVE:
To observe the clinical efficacy of different treatment frequency of auricular bloodletting combined with auricular point sticking for acne vulgaris.
METHODS:
A total of 90 patients with acne vulgaris were randomized into a treatment group 1 (30 cases, 2 cases dropped off), a treatment group 2 (30 cases, 4 cases dropped off) and a treatment group 3 (30 cases, 5 cases dropped off). Combination therapy of auricular bloodletting and auricular point sticking at Fei (CO14), Shenmen (TF4), Neifenmi (CO18) and Shenshangxian (TG2p) were given once a week, twice a week and 3 times a week in the treatment group 1, the treatment group 2 and the treatment group 3 respectively, 4 weeks were as one course and totally 3 courses were required in the 3 groups. Before treatment and after 1, 2, 3 courses of treatment, the scores of global acne grading system (GAGS), skin lesion and quality of life-acne (QoL-Acne) were observed, the clinical efficacy was evaluated after 3 courses of treatment and the recurrence rate was evaluated in follow-up of 1 month after treatment in the 3 groups.
RESULTS:
Compared before treatment, the scores of GAGS and skin lesion were decreased at each time point in the 3 groups (P<0.05), the QoL-Acne scores were increased after 1 course of treatment in the treatment group 3 and after 2, 3 courses of treatment in the 3 groups (P<0.05). There were no statistical differences in scores of GAGS, skin lesion and QoL-Acne among the 3 groups (P>0.05). There were no statistical differences in effective rate and recurrence rate among the 3 groups (P>0.05).
CONCLUSION
Different frequency of auricular bloodletting combined with auricular point sticking have similar efficacy in treating acne vulgaris, all can improve the skin lesion and quality of life in patients with acne vulgaris, and have a cumulative effect and good long-term curative effect.
Acne Vulgaris/therapy*
;
Acupuncture Points
;
Acupuncture, Ear
;
Bloodletting
;
Humans
;
Quality of Life
;
Treatment Outcome
7.Analysis of 6 cases with hepatocerebral mitochondrial DNA depletion syndrome and literature review.
Mei Xi ZHAO ; Jian She WANG ; Jing Yu GONG
Chinese Journal of Pediatrics 2022;60(5):457-461
Objective: To explore the clinical features of hepatocerebral mitochondrial DNA depletion syndrome (MDS). Methods: The clinical data of 6 hepatocerebral MDS patients diagnosed in the Jinshan Hospital of Fudan University from January 2012 to December 2019 were retrospectively collected and analyzed. Related literature published before January 2020 were searched with the key words of "DGUOK""MPV17""POLG""C10orf2" in PubMed, China national knowledge infrastructure (CNKI) and Wanfang database. Results: All the 6 hepatocerebral MDS cases were male. The age of onset ranged from 3 days to 8 months. The most common initial symptoms were cholestasis and developmental retrogression. The main clinical manifestations included hepatomegaly (4 cases), hypotonia (3 cases), growth retardation (4 cases), cholestasis (5 cases), coagulopathy (5 cases), hypoalbuminemia (3 cases), hypoglycemia (4 cases), hyperlactacidemia (5 cases), and abnormal blood metabolism screening (6 cases). The isotope hepatobiliary imaging revealed no gallbladder and intestinal tract development within 24 hours in 2 patients. Regarding the cranial imaging examination, the head CT found widening of the extracranial space in 1 case, the brain magnetic resonance imaging (MRI) found ventricular enlargement in 2 cases, and the brain ultrasound found peripheral white matter injury in 1 case. Two cases were lost to follow-up, one died of liver failure, and three died of multiple organ failure due to aggravated infection. Among the 6 cases, there were 3 with MPV17 variation (c.182T>C and c.279G>C were novel), 1 with POLG variation (c.2993G>A was novel), 1 with DGUOK variation (c.679G>A homozygous mutation, parthenogenetic diploid of chromosome 2) and 1 with C10orf2 variation (c.1186C>T and c.1504C>T were novel). The literature review found that 129, 100, 51 and 12 cases of hepatocerebral MDS were caused by DGUOK, MPV17, POLG and C10orf2 gene variations, respectively. And the most common clinical manifestations were liver dysfunction presented with cholestasis and elevated transaminase, metabolic disorders including hypoglycemia and hyperlactacidemia, and diverse neurologic symptoms including developmental retardation, hypotonia, epilepsy and peripheral neuropathy. Besides, 1/3 of the patients with C10orf2 variation developed renal tubular injury. Conclusions: Hepatocerebral MDS mainly present with liver dysfunction, metabolic disorder and neuromuscular impairment. Different genotypes show specific clinical manifestations.
Cholestasis
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DNA, Mitochondrial/genetics*
;
Female
;
Humans
;
Hypoglycemia/genetics*
;
Infant
;
Liver Diseases/genetics*
;
Male
;
Mitochondrial Diseases
;
Muscle Hypotonia
;
Retrospective Studies
8.Prevalence of intestinal protozoan infections among rural children in Henan Province from 2014 to 2015
Dong-Yang ZHAO ; Tian-Tian JIANG ; Wei-Qi CHEN ; Ya-Lan ZHANG ; Yan DENG ; Bian-Li XU ; Hong-Wei ZHANG ; Wan-Shen GUO ; Xi-Meng LIN ; Peng LI ; Yu-Ling ZHAO ; Cheng-Yun YANG ; Dan QIAN ; Rui-Min ZHOU ; Ying LIU ; Su-Hua LI ; Jian-She CHEN
Chinese Journal of Schistosomiasis Control 2021;33(3):287-292
Objective To investigate the prevalence and influencing factors of intestinal protozoan infections among rural children in Henan Province. Methods A total of 104 survey sites were sampled from 35 counties (cities) in Henan Province using the stratified cluster sampling method to investigate the prevalence of intestinal protozoan infections among rural children from 2014 to 2015. The trophozoites and cysts of intestinal protozoa were identified using the iodine staining method and the physiological saline direct smear method (one detection for one stool sample). The prevalence of intestinal protozoan infections was compared among rural children with different characteristics, and the factors affecting intestinal protozoan infections among rural children were identified. Results The overall prevalence of intestinal protozoan infections was 0.60% (40/6 771) among rural children in Henan Province from 2014 to 2015. There were 7 species of intestinal protozoa identified, and there was no species-specific prevalence (χ2 = 37.732, P = 0.000). No significant differences were found in prevalence of intestinal protozoan infections among rural children in terms of gender (χ2 = 1.793, P = 0.181), age (χ2 = 1.443, P = 0.486), occupation (χ2 = 0.219, P = 0.896) or ecological region (χ2 = 1.700, P = 0.637). In addition, terrain (χ2 = 2.311, P = 0.510), economic level (χ2 = 4.322, P = 0.229), source of drinking water (χ2 = 0.731, P = 0.393), eating raw vegetables (χ2 = 1.134, P = 0.287) and deworming (χ2 = 1.089, P = 0.297) had no remarkable effects on the prevalence of intestinal protozoan infections among rural children in Henan Province; however, the prevalence of intestinal protozoan infections varied significantly among rural children living in regions with different coverage of non-harmless toilets (χ2 = 10.050, P = 0.018). Conclusion The prevalence of intestinal protozoan infections is low among rural children in Henan Province.
9.Comparative study on the academic thought of bloodletting for expelling pathogens between Jin-Yuan Dynasties and Ming-Qing Dynasties.
Hao CHEN ; Yan-Fen SHE ; Ya-Yu GAO ; Xiao-Dan SONG ; Xi-Sheng FAN ; Xu-Liang SHI ; Shang-Pu DONG ; Jing LV
Chinese Acupuncture & Moxibustion 2021;41(7):813-817
The relevant provisions of bloodletting for expelling pathogens are collected from the works of the medical representative scholars in Jin-Yuan Dynasties and Ming-Qing Dynasties respectively to construct the databases of bloodletting for expelling pathogens of Jin-Yuan Dynasties and Ming-Qing Dynasties. Using frequency analysis, the bloodletting device, bloodletting location, bloodletting volume, the related pathogens and indications are compared between these two times so that the evidences could be provided for the inheritance and development of the academic thought of bloodletting for expelling pathogens. It is found that the three-edge needle is the most commonly used device for bloodletting in Jin-Yuan Dynasties and Ming-Qing Dynasties and
Acupuncture Points
;
Bloodletting
;
China
;
Medicine, Chinese Traditional
;
Meridians
;
Needles
10.Empirical study on health literacy improvement through grid model of health education in college students
LI Lili, LIANG Zhijing,YANG Haojie, SHE Jun, LIU Qingan, HAO Yan
Chinese Journal of School Health 2021;42(2):224-227
Objective:
To explore the application of grid health education model in improving college students health literacy.
Methods:
The clustered stratified random sampling method was used among the pre-formative education freshmen in a Xi-an university, with 1 123 students randomly selected totally. The intervention group (578) received health literacy education based on grid health education model, while the control group (545) receuved the original health education model. The effect of gird model of health education on health literacy was compared between two groups of college students after one-semester intervention.
Results:
Insufficient health literacy was found among freshmen participants in Xi an(17.12%, 17.61%); health literacy on prevention and treatment of chronic diseases (15.92%, 16.70%) was significantly lower than the national average level of urban residents(22.73%). Health literacy of the two groups of college students was significantly improved(47.75%, 27.71%, χ 2=20.50, 5.47, P<0.05). The grid health education model had significant effects in improving health literacy among college students, except for health literacy on safety and emergency(P<0.05).
Conclusion
Health literacy of college students is insufficient compared to that of urban residents in China. Grid model of health education model is superior to conventional health education model, which is in line with the requirements of health education in colleges in the new era.


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