1.The characteristics and mechanism of dynamic changes of different components in microenvironment in regulating the progression of liver fibrosis
Huilan ZHAO ; Zongxu LIU ; Shumin LI ; Zhifeng WANG ; Minghui LIU ; Qian SHENG ; Kunbin KE ; Xinan SHI
Journal of Clinical Hepatology 2025;41(4):755-760
The liver has diverse functions such as metabolism, detoxification, and immune defense, and the maintenance of hepatic microenvironment homeostasis is crucial for overall bodily health. The hepatic microenvironment consists of the components such as parenchymal cells, non-parenchymal cells, and non-cellular components. Chronic inflammatory responses induced by various etiological factors may promote the formation and progression of liver fibrosis. During the dynamic progression of liver fibrosis, from the early to advanced stages, various components within the hepatic microenvironment undergo a series of changes, which can promote the malignant progression of liver fibrosis. An in-depth exploration of the mechanisms underlying such changes in each component of the liver fibrosis microenvironment is of great significance for understanding the pathogenesis of liver fibrosis and discovering potential treatment strategies.
2.Patient-derived xenograft model: Applications and challenges in liver cancer.
Shuangshuang DOU ; Yunfei HUO ; Minghui GAO ; Quanwei LI ; Buxin KOU ; Mengyin CHAI ; Xiaoni LIU
Chinese Medical Journal 2025;138(11):1313-1323
Liver cancer is one of the most common malignant tumors worldwide. Currently, the available treatment methods cannot fully control its recurrence and mortality rate. Establishing appropriate animal models for liver cancer is crucial for developing new treatment technologies and strategies. The patient-derived xenograft (PDX) model preserves the tumor's microenvironment and heterogeneity, which makes it advantageous for biological research, drug evaluation, personalized medicine, and other purposes. This article reviews the development, preparation techniques, application fields, and challenges of PDX models in liver cancer, providing insights for the research and exploration of PDX models in diagnostic and therapeutic strategies of liver cancer.
Liver Neoplasms/drug therapy*
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Animals
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Humans
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Xenograft Model Antitumor Assays/methods*
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Mice
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Disease Models, Animal
3.Impact of future-oriented coping on depression among medical staff: A chain mediation model involving psychological resilience and perceived stress.
Minghui LIU ; Xinyu CHEN ; Qing LU ; Daifeng DONG ; Yi ZHANG ; Muli HU ; Na YAO
Journal of Central South University(Medical Sciences) 2025;50(2):281-289
OBJECTIVES:
Depression is a common negative emotion that can significantly impact physical and mental health. Due to their occupational characteristics, medical staff are more susceptible to depression compared to the general population. This study aims to explore the influence of future-oriented coping on depression among medical staff and the mediating roles of psychological resilience and perceived stress, providing theoretical guidance for depression intervention strategies in this group.
METHODS:
A cross-sectional survey was conducted among medical staff at a tertiary hospital using convenience sampling. Data were collected via the "Wenjuanxing" platform. A total of 754 questionnaires were distributed; after excluding invalid responses (e.g., duplicate IPs or insufficient completion time), 655 valid questionnaires were retained (valid response rate: 86.87%). Instruments included a demographic questionnaire, the Future-Oriented Coping Scale, the Connor-Davidson Resilience Scale, the Perceived Stress Scale, and the Self-Rating Depression Scale. All scales demonstrated high internal consistency (Cronbach's α>0.88) and validity. SPSS 27.0 was used for descriptive analysis, and PROCESS macro (Model 6) was used to test the chain mediation model. Harman's one-factor test was applied to control for common method bias.
RESULTS:
Descriptive analyses showed that future-oriented coping was positively correlated with psychological resilience and negatively correlated with perceived stress and depression. Mediation analysis revealed that future-oriented coping significantly predicted lower depression levels among medical staff (β=-0.283, P<0.001). Psychological resilience partially mediated the relationship (effect size=-0.329, accounting for 34.13% of the total effect), as did perceived stress (effect size=-0.099, 10.27%). A significant chain mediation path was identified: "future-oriented coping → psychological resilience → perceived stress → depression" (effect size=-0.253, 26.24%). The total indirect effect accounted for 70.64% of the overall effect, highlighting the substantial role of the mediating pathways.
CONCLUSIONS
Future-oriented coping can reduce depressive symptoms in medical staff, with psychological resilience and perceived stress serving as key mediators in a chain structure. These findings suggest that enhancing future-oriented coping strategies and psychological resilience may improve stress adaptation and reduce depression levels in this population.
Humans
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Adaptation, Psychological
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Resilience, Psychological
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Cross-Sectional Studies
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Depression/psychology*
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Surveys and Questionnaires
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Stress, Psychological/psychology*
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Male
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Female
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Adult
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Middle Aged
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Medical Staff/psychology*
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Occupational Stress/psychology*
4.Research on the resistance of hepatitis B virus to core protein allosteric modulators
Zechun YANG ; Yuanyuan LIU ; Minghui LIANG ; Hewang WANG ; Jie YANG ; Peng ZHAN ; Haiyong JIA
Journal of China Pharmaceutical University 2025;56(6):700-709
Hepatitis B virus (HBV) infection represents a significant global health challenge. Current therapeutic options, such as interferon and nucleoside analogues (NAs), are limited by issues including long-term medication toxicity, the virus's propensity to develop drug resistance, and the inability to eradicate covalently closed circular DNA (cccDNA). Core protein allosteric modulators (CpAMs), as an emerging class of anti-HBV drugs, target HBcAg to interfere with capsid assembly. This not only blocks viral nucleocapsid formation and inhibits viral replication but also indirectly destabilizes the cccDNA pool, while exhibiting a relatively high genetic barrier to resistance. This article systematically evaluates HBV drug resistance to CpAMs and proposes anti-resistance strategies, including the combination of nucleoside analogues with CpAMs, enhancing protein-drug interactions, targeting HBcAg degradation, designing multi-target inhibitors, and employing combination therapy. Looking ahead, the integration of structural biology, computational chemistry, and immunotherapy will offer innovative approaches for developing novel, highly effective, and low-resistance inhibitors, thereby advancing the functional cure of hepatitis B.
5.Clinical Study on the Treatment of Advanced Liver Cancer of Qi Deficiency and Toxic Stasis Type by Jiawei Yupingfeng San
Zongao WANG ; Minghui ZHANG ; Hua SUN ; Yiran OUYANG ; Lanmei ZHAO ; Ting ZHANG ; Fei YAO ; Qin YUAN ; Guorong JIANG ; Lurong ZHANG ; Min LIU
Journal of Nanjing University of Traditional Chinese Medicine 2024;40(4):413-418
OBJECTIVE To observe the clinical efficacy and effect on serum thymic stromal lymphopoietin(TSLP)levels of pa-tients with advanced liver cancer of qi deficiency and toxic stasis type by Jiawei Yupingfeng San.METHODS Using random double blind method,120 patients with advanced liver cancer of qi deficiency and toxic stasis type were randomly divided into 3 groups:Jiawei Yupingfeng San group,Yupingfeng San group,and placebo group,each consisting of 40 cases.All patients in the 3 groups were given conventional treatment such as radiotherapy,chemotherapy,interventional or targeted therapy;Jiawei Yupingfeng San group was given Jiawei Yupingfeng San granules,Yupingfeng San group was given Yupingfeng San granules,and placebo group was given placebo.The course of treatment was 2 months.The changes of Karnofsky functional status score(KPS score),TCM syndrome score,tumor size and serum TSLP level in the 3 groups were observed before and after treatment,and the correlation between the changes of tumor size and TSLP was analyzed.RESULTS After treatment,the KPS scores of Yupingfeng San group and Jiawei Yupingfeng San group were sig-nificantly increased(P<0.05,P<0.01),TCM syndrome score were decreased(P<0.01),tumor growth(P<0.05,P<0.01)was de-layed,and serum TSLP levels(P<0.05,P<0.01)were decreased.Furthermore,there was a slight positive correlation between chan-ges in tumor size and changes in TSLP(P<0.05).In terms of improving tumor size,the curative effect of Jiawei Yupingfeng San group was better than that of Yupingfeng San group(P<0.05).During the treatment period,no obvious adverse reactions were observed in the 3 groups of patients.CONCLUSION Combined with conventional treatment,Jiawei Yupingfeng San can significantly delay tumor growth in patients with advanced liver cancer of qi deficiency and toxic stasis type and improve patients'TCM syndromes and their qual-ity of survival.The therapeutic mechanism is related to reducing the expression of serum TSLP and improving the immune status of pa-tients,thereby delaying the growth of tumors.
6.Influencing factors for rebleeding after endoscopic therapy in patients with liver cirrhosis receiving secondary prevention of gastroesophageal varices
Shuang ZHAO ; Yuxuan ZHU ; Yue LIU ; Jing WANG ; Qun LI ; Minghui WANG ; Qianqian DONG ; Feifei FAN ; Xiaofeng LIU
Journal of Clinical Hepatology 2024;40(12):2430-2440
ObjectiveTo investigate the influencing factors for rebleeding after endoscopic therapy and the effect of the number of sequential treatment sessions on postoperative rebleeding in patients with liver cirrhosis receiving secondary prevention of gastroesophageal varices (GOV). MethodsA total of 1 717 patients with liver cirrhosis who received secondary prevention of GOV and attended The 960th Hospital of the PLA Joint Logistice Support Force from January 2017 to December 2021 were enrolled, and according to the presence or absence of bleeding after endoscopic therapy, they were divided into non-bleeding group and rebleeding group. The influencing factors for rebleeding were analyzed, as well as the association between the number of endoscopic treatment sessions and rebleeding. The chi-square test was used for comparison of categorical data between groups; the independent-samples t test or the Mann-Whitney U test was used for comparison of continuous data between the two groups; the Kruskal-Wallis H test was used for comparison bertween multiple groups, and the Wilcoxon test was used for further comparison between two groups. The Cox regression model was used to investigate the influencing factors for rebleeding, and the Kaplan-Meier method was used to plot survival curves, while the Log-rank test was used for comparison between groups. ResultsOf all patients, 286 (16.7%) experienced rebleeding after endoscopic therapy, and 1 431 (83.3%) did not experience bleeding. There were significant differences between the two groups in history of smoking and drinking, etiology of liver cirrhosis, hemoglobin (Hb), prothrombin time (PT), prothrombin activity (PTA), international normalized ratio (INR), albumin (Alb), fasting blood glucose, blood urea nitrogen, Child-Pugh class, aspartate aminotransferase-to-platelet ratio index (APRI) score, albumin-bilirubin (ALBI) score, use of non-selective beta-blocker (NSBB) before surgery, treatment modality, type of varices, and maximal varicose vein diameter (all P<0.05). The univariate Cox regression analysis showed that in the patients with liver cirrhosis who received secondary prevention of GOV, rebleeding was associated with history of smoking and drinking, etiology of liver cirrhosis, use of NSBB before surgery, treatment modality, maximal varicose vein diameter, Hb, platelet count, PT, PTA, INR, Alb, total bilirubin (TBil), alkaline phosphatase (ALP), gamma-glutamyl transpeptidase, blood glucose, Child-Pugh class, and ALBI score (all P<0.05). The multivariate Cox regression analysis showed that Hb (hazard ratio [HR]=0.989, 95% confidence interval [CI]: 0.983 — 0.994, P<0.001), TBil (HR=1.020, 95%CI: 1.006 — 1.034, P=0.005), Alb (HR=0.868, 95%CI: 0.758 — 0.994, P=0.041), treatment modality (sclerosing agent: HR=2.158, 95%CI: 1.342 — 3.470, P=0.002; tissue adhesive: HR=2.709, 95%CI: 1.343 — 5.462, P=0.005; ligation+sclerosing agent: HR=3.181, 95%CI: 1.522 — 6.645, P=0.002; sclerosing agent+tissue adhesive: HR=1.851, 95%CI: 1.100 — 3.113, P=0.020), ALP (HR=1.003, 95%CI: 1.001 — 1.004, P=0.002), and maximal varicose vein diameter (HR=1.346, 95%CI: 1.119 — 1.618, P=0.002) were independent influencing factors for rebleeding after endoscopic therapy. Comparison of rebleeding rate after different numbers of sequential treatment sessions showed that the patients treated for three sessions had a significantly lower rebleeding rate than those treated for one or two sessions (χ2=8.643 and 5.277, P=0.003 and 0.022). The survival analysis showed that with the increase in the number of treatment sessions, there was a significantly longer interval between rebleeding (P=0.006) and a significantly lower mortality rate (P<0.001). ConclusionThe levels of TBil, ALP, Hb, and Alb on admission, endoscopic treatment modality, and maximal varicose vein diameter were the main predictive factors for rebleeding after endoscopic therapy for GOV in liver cirrhosis, and such predictive factors should be closely monitored in clinical practice. Regular endoscopic therapy can reduce the rebleeding and mortality rates of patients with liver cirrhosis and GOV and prolonmg the interval between rebleeding.
7.A study of the rehabilitation effects of a multi-factor intervention based on the Finnish model of prevention of cognitive impairment in the elderly on patients with cognitive impairment after first-episode stroke
Qianwen CHAI ; Minghui LU ; Shuyan LI ; Anna WU ; Xian LIU ; Meng MENG ; Nan ZHANG ; Li WEI
Chinese Journal of Practical Nursing 2024;40(10):721-729
Objective:To explore the rehabilitation effect of multi-factor intervention based on the Finnish model of prevention of cognitive impairment in the elderly on patients with cognitive impairment after first-episode stroke, and to provide reference for rehabilitation nursing of cognitive impairment after stroke.Methods:The quasi-experiment research scheme was adopted and convenience sampling method was used to select participants with first-episode stroke cognitive impairment hospitalized in the General Hospital of Tianjin Medical University Airport Site. The 50 patients admitted from January to June 2022 were selected as the control group, and 50 patients admitted from July to December 2022 were selected as the intervention group. The control group received routine rehabilitation nursing and health education, and the intervention group received the Finnish model of prevention of cognitive impairment in the elderly on patients before discharge on the basis of the control group. The Mini-Mental State Examination (MMSE) and Health Education Compliance Assessment Scale for Stroke Patients were used to evaluate the changes of overall cognitive function and rehabilitation compliance before intervention, 3 and 6 months after intervention.Results:The final control group included 49 cases, including 35 males and 14 females, aged (64.67 ± 7.47) years old; the intervention group included 50 cases, 32 males and 18 females, aged (66.68 ± 8.75) years old. Before intervention, there were no significant differences in overall cognitive function and compliance of rehabilitation score ( P>0.05). At 3 and 6 months after intervention, the overall cognitive function score, the total score on compliance of rehabilitation, dimension scores of diet compliance, exercise rehabilitation compliance and health behavior compliance of the intervention group were (26.36±2.36) , (125.96 ± 13.80) , (23.30 ± 5.26) , (27.72 ± 4.46) , (43.66 ± 6.80) and (27.26 ± 3.71) , (152.44 ± 9.06) , (30.12 ± 6.42) , (33.32 ± 3.02) , (52.36 ± 4.70) , respectively. They were higher than the control group (24.04 ± 4.50) , (116.67 ± 10.26) , (19.31 ± 3.95) , (25.29 ± 3.45) , (40.59 ± 4.33) and (24.27 ± 4.33) , (138.92 ± 16.71) , (24.20 ± 4.48) , (30.00 ± 5.53) , (47.65 ± 8.03) , and the differences had statistical significance ( t values were -5.31- -2.67, all P<0.05). According to the variance analysis of repeated measurement, intergroup and time factor, the interaction between groups and time had significant impact on general cognitive function score, the total score of rehabilitation compliance, the dimension scores of diet, exercise rehabilitation and health behavior compliance ( Fgroup values were 8.33-18.08, Ftime values were 135.71-944.69, Finteraction values were 5.46-27.30, all P<0.05) . Time factor had significant impact on patient medication adherence score ( Ftime=206.23, P<0.05) . Conclusions:Multi-factor intervention based on the Finnish model of prevention of cognitive impairment in the elderly can improve the overall cognitive function and rehabilitation compliance of patients with cognitive impairment after first-episode stroke.
8.Correlation between CT imaging-derived hip muscle factors and recovery of independent mobility within 1 year after surgery in older adults with hip fractures
Yufeng GE ; Feng GAO ; Chao TU ; Ling WANG ; Gang LIU ; Wenshuang ZHANG ; Shiwen ZHU ; Minghui YANG ; Xinbao WU
Chinese Journal of Trauma 2024;40(6):531-538
Objective:To explore the correlation between hip muscle factors measured with CT imaging and recovery of independent mobility within 1 year after surgery in elderly patients with hip fractures.Methods:A prospective cohort study was conducted on the clinical data of 680 elderly patients with hip fractures admitted to Beijing Jishuitan Hospital of Capital Medical University from November 2018 to December 2019. The patients were assigned to dependent group and assistant group according to whether they regained pre-injury independent mobility within 1 year after surgery. Gender, age, body mass index, personal history, living habits, past diseases, Charlson comorbidity index, laboratory test indicators, fracture types, anesthesia types, surgical methods, rehabilitation training, time from injury to surgery, and hip muscle parameters in both groups were recorded. OsiriX software was employed in the measurement of the hip muscles to measure the muscle area and density of the gluteus maximus and gluteus medius/minimus on CT images, and the average values were calculated as hip muscle area and density. Then the variables of hip muscle area and density were converted seperately to gender-normalized Z-scores, and were divided into high-area group ( Z≥0) and low-area group ( Z<0), and high-density group ( Z≥0) and low-density group ( Z<0) respectively. Observable variables were primarily analyzed using univariate analysis between the independent group and assistant group. Those variables with statistically significant differences in the univariate analysis or would potentially affect mobility recovery according to previous researches although there were no statistical significance were included in a multivariate Logistic regression analysis. Three Logistic regression models were designed (Model 1 uncorrected, Model 2 corrected for gender, age and body mass index, Model 3 corrected for variables in Model 2 and other variables included after above-mentioned analysis) to analyze whether muscle parameters were risk factors for recovery of independent mobility. Additionally, generalized estimating equations were used for repeated measurement to analyze the correlation between hip muscle area and recovery of independent mobility after surgery. Results:Compared to the assistant group, the independent group were younger in age, with lower rate of living alone, being housebound, cognitive impairment, and Charlson comorbidity index, lower level of hemoglobin and albumin, higher rate of femoral neck fractures, lower rate of internal fixation, shorter time from injury to surgery, larger hip muscle area, and higher hip muscle density ( P<0.05 or 0.01). Multivariate Logistic regression analysis showed that, in the fully corrected Model 3, only hip muscle area remained significantly correlated with recovery of independent mobility ( P<0.05), while no significant difference was found between the high-density group and low-density group ( P>0.05). In the repeated measurement, patients in the high-area group were 1.84 times more likely to restore independent mobility than those in the low-area group ( OR=1.84, 95% CI 1.33, 2.53, P<0.01). Conclusions:Hip muscle area measured with CT imaging is closely correlated to the recovery of independent mobility within 1 year after surgery in elderly patients with hip fractures. Moreover, larger hip muscle area indicates a larger likelihood of recovery of independent mobility.
9.Mechanism of human umbilical cord mesenchymal stem cell derived exosomes in promoting apoptosis of synovial fibroblasts in rheumatoid arthritis
Linkun BAI ; Yazhen SU ; Minghui ZHANG ; Qianru LIU ; Chengqiang ZHANG ; Liyun ZHANG ; Gailian ZHANG
Chinese Journal of Rheumatology 2024;28(11):819-828
Objective:To investigate the effect of hUCMSC-exos on the expression levels of HDAC in different isotypes of RA FLSs, and to elucidate the possible mechanism of hUCMSC-exos on the apoptosis of RA FLSs by regulating HDAC.Methods:hUCMSC and hUCMSC-Exos were isolated and identified. RT-qPCR was used to detect the changes in HDAC mRNA expression levels in FLSs after hUCMSC-Exos intervention, and the most affected HDAC types were identified. Western blot was used to detect the levels of FLS HDAC1 protein and the expression levels of NF-κB p65 and phospho-NF-κB p65 (Ser 536) in the blank control group, hUCMSC group, hUCMSC-Exos group, Trichostatin A (TSA) group and HDAC1 Inhibitor (Pyroxamide) group. To investigate the effects of hUCMSC-Exos on HDAC expression and NF-κB activity in FLSs. Flow cytometry was used to detect the effect of hUCMSC-Exos on the apoptosis of FLSs. ELISA was used to detect the effects of hUCMSC-Exos on the secretion of TNF-α, IL-6, IL-1β and IL-8 by FLSs. Flow cytometry and ELISA were used to detect the apoptosis level and pro-inflammatory cytokine secretion level of RA FLSs in the blank control group, NF-κB Inhibitor (pyrrolidine dithiocarbamate (PDTC) group, hUCMSC-Exos group and PDTC+hUCMSC-Exos co-intervention group. Whether inhibition of NF-κB affects the regulatory effect of hUCMSC-Exos on RA FLSs was further explored. All experimental data conforming to the normal distribution were compared by one-way ANOVA. LSD- t test was used for pin-group comparison, and independent sample t test was used for two-sample comparison. Results:Cultured primary hUCMSC were adherently grown spindle-shaped cells, and hUCMSC-Exos were saucer-shaped membranous vesicles, both of which met the identification criteria. hUCMSC-Exos reduced the expression level of HDCA1 mRNA [(0.932±0.091), t=2.19, P<0.001] and protein [(0.204±0.012), t=8.28, P<0.001] in RA FLSs, and the inhibitory effect was stronger than that of hUCMSC ( t=1.09, P=0.009) and HDAC1 ( t=11.29, P=0.013) Inhibitor. hUCMSC-Exos increased the apoptosis rate of RA FLSs [(48.68±0.84)%, t=12.33, P<0.001]. hUCMSC-Exos reduced the secretion levels of TNF-α [(29.6±1.0)pg/ml, t=10.78, P<0.001], IL-6 [(20.1±0.7)pg/ml, t=7.96, P<0.001], IL-1β [(9.28±0.23)pg/ml, t=6.14, P<0.001] and IL-8 [(108.0±3.8)pg/ml, t=1.21, P<0.001] in the supernatant of RA FLSs. hUCMSC-Exos reduced the expression level of p-NF-κB-p65/NF-κB-p65 in RA FLSs(0.351±0.024, t=17.67, P<0.001), and its inhibitory effect was stronger than that of hUCMSC (0.515±0.064, t=8.07, P=0.009) and HDAC1 inhibitor(0.411±0.033, t=2.44, P=0.04). After use of NF-κB inhibitors, hUCMSC-Exos weakened the promotion of apoptosis of RA FLSs [(29.0±0.5)%, t=10.63, P<0.001] and weakened the inhibitory effect of IL-8 secretion in the supernatant of RA FLSs [(125.5±3.2)pg/ml, t=2.63, P=0.002]. Conclusion:hUCMSC-Exos can mimic maternal cells to effectively inhibit the aberrant expression of HDAC1 in RA FLSs. hUCMSC-Exos may affect the apoptosis of RA FLSs and the secretion of pro-inflammatory cytokines by inhibiting the HDAC1/NF-κB pathway.
10.Relationship between serum 25-hydroxyvitamin D and plasma atherogenic index in elderly patients with type 2 diabetes mellitus
Minghui LIU ; Niman LI ; Shuang LI
Chinese Journal of Geriatrics 2024;43(6):687-691
Objective:To investigate the relationship between serum 25-hydroxyvitamin D[25(OH)D]levels and the plasma atherogenic index(AIP)in elderly patients with type 2 diabetes mellitus(T2DM).Methods:In our study, we recruited 848 elderly in patients with T2DM who were admitted to the Department of Geriatrics at the Second Xiangya Hospital of Central South University in Changsha, China, between January 2020 and December 2022.We measured serum levels of 25(OH)D, total cholesterol(TC), triglycerides(TG), high-density lipoprotein cholesterol(HDL-C), and low-density lipoprotein cholesterol(LDL-C), and calculated the atherogenic index of plasma(AIP)as log[TG/HDL-C].The patients were then categorized into two groups based on their AIP values: the atherogenic phenotype group(case group, AIP ≥ 0.06, 523 cases)and the non-atherogenic phenotype group(control group, AIP<0.06, 325 cases), using an AIP value of 0.06 as the cut-off point.We collected and compared clinical data from both groups, and conducted Pearson correlation analysis and multivariate Logistic regression analysis.Results:In the case group, body mass index(BMI), fasting blood glucose(FBG), glycated hemoglobin A1c(HbA1c), uric acid, TC, TG, and LDL-C levels were significantly higher than those in the control group(all P<0.01), while HDL-C and 25(OH)D levels were significantly lower(all P<0.01).AIP showed a negative correlation with 25(OH)D( r=-0.271, P<0.001).Multivariate Logistic regression analysis revealed that excluding other factors, vitamin D deficiency posed a risk for AIP( OR=2.294, 95% CI: 1.419-3.708, P=0.001). Conclusions:The level of serum 25(OH)D in elderly patients with T2DM is correlated with AIP, and vitamin D deficiency serves as an independent risk factor for AIP in this population.

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