1.MicroPET/CT-based exploration of the effects of acute sleep deprivation on glucose metabolism and neuroinflammation in rat brain
Mengya DAI ; Zhenyu XIANG ; Yan ZHANG ; Chaofeng LIU ; Jie GAO ; Zhixing QIN ; Hongliang WANG ; Zhifang WU ; Jianguo LI ; Sijin LI
Chinese Journal of Nuclear Medicine and Molecular Imaging 2025;45(9):555-559
Objective:To investigate the effects of acute sleep deprivation (ASD) on hippocampal glucose metabolism and neuroinflammation in rat models.Methods:Twenty SD rats (10 males and 10 females) were divided into four groups (five in each group) by random sampling method: female ASD group, male ASD group, female control group, and male control group. Among them, the ASD group constructed the ASD model. After 72h sleep deprivation, all rats underwent 18F-FDG and N, N-diethyl-2-(2-(4-(2- 18F-fluoroethoxy)phenyl)-5, 7-dimethylpyrazolo[1, 5-a]pyrimidin-3-yl)acetamide ( 18F-DPA-714) microPET/CT brain imaging in 2d to compare the changes of 18F-FDG and 18F-DPA-714 SUV mean in the hippocampus of rats. Brain histopathology, immunohistochemistry and immunofluorescence staining were detected in rats. Independent-sample t test was used to analyze the data. Results:18F-FDG imaging showed the hippocampal SUV mean between ASD group and control group (female: 4.11±0.35 vs 1.89±0.28; male: 3.43±0.47 vs 2.02±0.54) were statistically significant ( t values: 9.65, 3.92, P values: <0.001, 0.002). 18F-DPA-714 imaging showed the hippocampal SUV mean between ASD group and control group (females: 0.28±0.01 vs 0.28±0.02; male: 0.26±0.02 vs 0.31±0.04) were not statistically significant ( t values: -0.18, -2.24, P values: 0.859, 0.056). The 18×10 3 translocator protein (TSPO) immunohistochemistry showed the expression in the hippocampal region of the brain between ASD group and control group (female: 0.19±0.02 vs 0.19±0.01; male: 0.21±0.01 vs 0.20±0.01) were not statistically different ( t values: -0.48, -1.67, P values: 0.651, 0.139). Immunofluorescence staining showed that microglial cytosol in the hippocampal region of the brain decreased after 72h of ASD, and the protrusion points and surrounding branches were significantly reduced. Conclusion:Increased hippocampal glucose metabolism in rats is observed after 72 h of ASD without significant neuroinflammation.
2.Role of stimulator of interferon genes in postoperative cognitive dysfunction in aged mice: relationship with pyroptosis in hippocampal cells
Baojie JIAO ; Manman QI ; Yan LI ; Mengya GAO ; Tiange ZHANG ; Wenbo SUN
Chinese Journal of Anesthesiology 2025;45(2):178-183
Objective:To evaluate the role of stimulator of interferon genes (STING) in postoperative cognitive dysfunction (POCD) and the relationship with pyroptosis in hippocampal cells in aged mice.Methods:Forty-eight SPF healthy male C57BL/6 mice, aged 18 months, weighing 23-28 g, were assigned to 4 groups ( n=12 each) using a random number table method: control group (C group), POCD group (P group), STING inhibitor C-176 group (PC group), and C-176 solvent group (PV group). The mice underwent Morris water maze training for 4 days prior to model establishment. Mice in P, PC and PV groups underwent tibial fracture and intramedullary pin fixation under sevoflurane anesthesia to establish the POCD model, while mice in C group received no treatment. The STING inhibitor C-176 (750 nmol/200 μl) and an equal volume of C-176 solvent were intraperitoneally injected at 30 min before establishment of the model in PC and PV groups, respectively. The open field test was performed on the 5th day after model preparation, the novel object recognition test was conducted on the 6th day, and the Morris water maze test was performed on the 7th day. Mice were sacrificed under anesthesia to collect the hippocampus for determination of the expression of STING, phosphorylated STING (p-STING), nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3), cleaved caspase-1, and gasdermin-D (GSDMD)-NT by Western blot. Results:There were no statistically significant differences in the parameters of the training phase of the Morris water maze test and the open field test among the four groups ( P>0.05). Compared with C group, the recognition index in the novel object recognition test was significantly decreased, the number of crossing the original platform was reduced and the duration spent in the target quadrant was shortened in the Morris water maze test, and the expression of STING, NLRP3, cleaved caspase-1, and GSDMD-NT in hippocampal neurons was up-regulated in P, PC and PV groups, and the expression of p-STING was significantly up-regulated in P and PV groups ( P<0.05). Compared with P group, the recognition index in the novel object recognition test was significantly increased, the number of crossing the original platform was reduced and the duration spent in the target quadrant was prolonged in the Morris water maze test, and the expression of p-STING, NLRP3, cleaved caspase-1, and GSDMD-NT in hippocampal neurons was down-regulated in PC group ( P<0.05). Compared with PC group, the recognition index in the novel object recognition test was significantly decreased, the number of crossing the original platform was reduced and the duration spent in the target quadrant was shortened in the Morris water maze test, and the expression of p-STING, NLRP3, cleaved caspase-1 and GSDMD-NT was up-regulated in PV group ( P<0.05). Conclusions:STING is involved in the development of POCD in aged mice, and the mechanism may be related to promotion of pyroptosis in hippocampal cells.
3.Decoding the immune microenvironment of secondary chronic myelomonocytic leukemia due to diffuse large B-cell lymphoma with CD19 CAR-T failure by single-cell RNA-sequencing.
Xudong LI ; Hong HUANG ; Fang WANG ; Mengjia LI ; Binglei ZHANG ; Jianxiang SHI ; Yuke LIU ; Mengya GAO ; Mingxia SUN ; Haixia CAO ; Danfeng ZHANG ; Na SHEN ; Weijie CAO ; Zhilei BIAN ; Haizhou XING ; Wei LI ; Linping XU ; Shiyu ZUO ; Yongping SONG
Chinese Medical Journal 2025;138(15):1866-1881
BACKGROUND:
Several studies have demonstrated the occurrence of secondary tumors as a rare but significant complication of chimeric antigen receptor T (CAR-T) cell therapy, underscoring the need for a detailed investigation. Given the limited variety of secondary tumor types reported to date, a comprehensive characterization of the various secondary tumors arising after CAR-T therapy is essential to understand the associated risks and to define the role of the immune microenvironment in malignant transformation. This study aims to characterize the immune microenvironment of a newly identified secondary tumor post-CAR-T therapy, to clarify its pathogenesis and potential therapeutic targets.
METHODS:
In this study, the bone marrow (BM) samples were collected by aspiration from the primary and secondary tumors before and after CD19 CAR-T treatment. The CD45 + BM cells were enriched with human CD45 microbeads. The CD45 + cells were then sent for 10× genomics single-cell RNA sequencing (scRNA-seq) to identify cell populations. The Cell Ranger pipeline and CellChat were used for detailed analysis.
RESULTS:
In this study, a rare type of secondary chronic myelomonocytic leukemia (CMML) were reported in a patient with diffuse large B-cell lymphoma (DLBCL) who had previously received CD19 CAR-T therapy. The scRNA-seq analysis revealed increased inflammatory cytokines, chemokines, and an immunosuppressive state of monocytes/macrophages, which may impair cytotoxic activity in both T and natural killer (NK) cells in secondary CMML before treatment. In contrast, their cytotoxicity was restored in secondary CMML after treatment.
CONCLUSIONS
This finding delineates a previously unrecognized type of secondary tumor, CMML, after CAR-T therapy and provide a framework for defining the immune microenvironment of secondary tumor occurrence after CAR-T therapy. In addition, the results provide a rationale for targeting macrophages to improve treatment strategies for CMML treatment.
Humans
;
Lymphoma, Large B-Cell, Diffuse/therapy*
;
Tumor Microenvironment/genetics*
;
Antigens, CD19/metabolism*
;
Leukemia, Myelomonocytic, Chronic/genetics*
;
Immunotherapy, Adoptive/adverse effects*
;
Male
;
Single-Cell Analysis/methods*
;
Female
;
Sequence Analysis, RNA/methods*
;
Receptors, Chimeric Antigen
;
Middle Aged
4.Role of stimulator of interferon genes in postoperative cognitive dysfunction in aged mice: relationship with pyroptosis in hippocampal cells
Baojie JIAO ; Manman QI ; Yan LI ; Mengya GAO ; Tiange ZHANG ; Wenbo SUN
Chinese Journal of Anesthesiology 2025;45(2):178-183
Objective:To evaluate the role of stimulator of interferon genes (STING) in postoperative cognitive dysfunction (POCD) and the relationship with pyroptosis in hippocampal cells in aged mice.Methods:Forty-eight SPF healthy male C57BL/6 mice, aged 18 months, weighing 23-28 g, were assigned to 4 groups ( n=12 each) using a random number table method: control group (C group), POCD group (P group), STING inhibitor C-176 group (PC group), and C-176 solvent group (PV group). The mice underwent Morris water maze training for 4 days prior to model establishment. Mice in P, PC and PV groups underwent tibial fracture and intramedullary pin fixation under sevoflurane anesthesia to establish the POCD model, while mice in C group received no treatment. The STING inhibitor C-176 (750 nmol/200 μl) and an equal volume of C-176 solvent were intraperitoneally injected at 30 min before establishment of the model in PC and PV groups, respectively. The open field test was performed on the 5th day after model preparation, the novel object recognition test was conducted on the 6th day, and the Morris water maze test was performed on the 7th day. Mice were sacrificed under anesthesia to collect the hippocampus for determination of the expression of STING, phosphorylated STING (p-STING), nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3), cleaved caspase-1, and gasdermin-D (GSDMD)-NT by Western blot. Results:There were no statistically significant differences in the parameters of the training phase of the Morris water maze test and the open field test among the four groups ( P>0.05). Compared with C group, the recognition index in the novel object recognition test was significantly decreased, the number of crossing the original platform was reduced and the duration spent in the target quadrant was shortened in the Morris water maze test, and the expression of STING, NLRP3, cleaved caspase-1, and GSDMD-NT in hippocampal neurons was up-regulated in P, PC and PV groups, and the expression of p-STING was significantly up-regulated in P and PV groups ( P<0.05). Compared with P group, the recognition index in the novel object recognition test was significantly increased, the number of crossing the original platform was reduced and the duration spent in the target quadrant was prolonged in the Morris water maze test, and the expression of p-STING, NLRP3, cleaved caspase-1, and GSDMD-NT in hippocampal neurons was down-regulated in PC group ( P<0.05). Compared with PC group, the recognition index in the novel object recognition test was significantly decreased, the number of crossing the original platform was reduced and the duration spent in the target quadrant was shortened in the Morris water maze test, and the expression of p-STING, NLRP3, cleaved caspase-1 and GSDMD-NT was up-regulated in PV group ( P<0.05). Conclusions:STING is involved in the development of POCD in aged mice, and the mechanism may be related to promotion of pyroptosis in hippocampal cells.
5.MicroPET/CT-based exploration of the effects of acute sleep deprivation on glucose metabolism and neuroinflammation in rat brain
Mengya DAI ; Zhenyu XIANG ; Yan ZHANG ; Chaofeng LIU ; Jie GAO ; Zhixing QIN ; Hongliang WANG ; Zhifang WU ; Jianguo LI ; Sijin LI
Chinese Journal of Nuclear Medicine and Molecular Imaging 2025;45(9):555-559
Objective:To investigate the effects of acute sleep deprivation (ASD) on hippocampal glucose metabolism and neuroinflammation in rat models.Methods:Twenty SD rats (10 males and 10 females) were divided into four groups (five in each group) by random sampling method: female ASD group, male ASD group, female control group, and male control group. Among them, the ASD group constructed the ASD model. After 72h sleep deprivation, all rats underwent 18F-FDG and N, N-diethyl-2-(2-(4-(2- 18F-fluoroethoxy)phenyl)-5, 7-dimethylpyrazolo[1, 5-a]pyrimidin-3-yl)acetamide ( 18F-DPA-714) microPET/CT brain imaging in 2d to compare the changes of 18F-FDG and 18F-DPA-714 SUV mean in the hippocampus of rats. Brain histopathology, immunohistochemistry and immunofluorescence staining were detected in rats. Independent-sample t test was used to analyze the data. Results:18F-FDG imaging showed the hippocampal SUV mean between ASD group and control group (female: 4.11±0.35 vs 1.89±0.28; male: 3.43±0.47 vs 2.02±0.54) were statistically significant ( t values: 9.65, 3.92, P values: <0.001, 0.002). 18F-DPA-714 imaging showed the hippocampal SUV mean between ASD group and control group (females: 0.28±0.01 vs 0.28±0.02; male: 0.26±0.02 vs 0.31±0.04) were not statistically significant ( t values: -0.18, -2.24, P values: 0.859, 0.056). The 18×10 3 translocator protein (TSPO) immunohistochemistry showed the expression in the hippocampal region of the brain between ASD group and control group (female: 0.19±0.02 vs 0.19±0.01; male: 0.21±0.01 vs 0.20±0.01) were not statistically different ( t values: -0.48, -1.67, P values: 0.651, 0.139). Immunofluorescence staining showed that microglial cytosol in the hippocampal region of the brain decreased after 72h of ASD, and the protrusion points and surrounding branches were significantly reduced. Conclusion:Increased hippocampal glucose metabolism in rats is observed after 72 h of ASD without significant neuroinflammation.
6.Identification of potential immune-related mechanisms related to the development of multiple myeloma
Yaomei WANG ; Wenli ZHANG ; Tiandong LI ; Mengmeng LIU ; Mengya GAO ; Xinqing LI ; Yufei CHEN ; Yongping SONG ; Wei LI ; Chunyan DU ; Fang WANG ; Lina LIU
Chinese Medical Journal 2024;137(13):1603-1613
Background::Although significant advances have been made in the treatment of multiple myeloma (MM), leading to unprecedented response and survival rates among patients, the majority eventually relapse, and a cure remains elusive. This situation is closely related to an incomplete understanding of the immune microenvironment, especially monocytes/macrophages in patients with treatment-na?ve MM. The aim of this study was to provide insight into the immune microenvironment, especially monocytes/macrophages, in patients with treatment-na?ve MM.Methods::This study used the single-cell RNA sequencing (scRNA-seq) data of both patients with MM and heathy donors to identify immune cells, including natural killer (NK) cells, T cells, dendritic cells (DCs), and monocytes/macrophages. Transcriptomic data and flow cytometry analysis of monocytes/macrophages were used to further examine the effect of monocytes/macrophages in treatment-na?ve MM patients.Results::A significant difference was observed between the bone marrow (BM) immune cells of the healthy controls and treatment-na?ve MM patients through scRNA-seq. It is noteworthy that, through an scRNA-seq data analysis, this study found that interferon (IFN)-induced NK/T cells, terminally differentiated effector memory (TEMRA) cells, T-helper cells characterized by expression of IFN-stimulated genes (ISG +Th cells), IFN-responding exhausted T cells, mannose receptor C-type 1 (MRC1) + DCs, IFN-responding DCs, MHCII + DCs, and immunosuppressive monocytes/macrophages were enriched in patients with treatment-na?ve MM. Significantly, transcriptomic data of monocytes/macrophages demonstrated that "don’t eat me" -related genes and IFN-induced genes increase in treatment-na?ve MM patients. Furthermore, scRNA-seq, transcriptomic data, and flow cytometry also showed an increased proportion of CD16 + monocytes/macrophages and expression level of CD16. Cell-cell communication analysis indicated that monocytes/macrophages, whose related important signaling pathways include migration inhibitory factor (MIF) and interleukin 16 (IL-16) signaling pathway, are key players in treatment-na?ve MM patients. Conclusions::Our findings provide a comprehensive and in-depth molecular characterization of BM immune cell census in MM patients, especially for monocytes/macrophages. Targeting macrophages may be a novel treatment strategy for patients with MM.
7.Integrative analysis of transcriptome, DNA methylome, and chromatin accessibility reveals candidate therapeutic targets in hypertrophic cardiomyopathy.
Junpeng GAO ; Mengya LIU ; Minjie LU ; Yuxuan ZHENG ; Yan WANG ; Jingwei YANG ; Xiaohui XUE ; Yun LIU ; Fuchou TANG ; Shuiyun WANG ; Lei SONG ; Lu WEN ; Jizheng WANG
Protein & Cell 2024;15(11):796-817
Hypertrophic cardiomyopathy (HCM) is the most common inherited heart disease and is characterized by primary left ventricular hypertrophy usually caused by mutations in sarcomere genes. The mechanism underlying cardiac remodeling in HCM remains incompletely understood. An investigation of HCM through integrative analysis at multi-omics levels will be helpful for treating HCM. DNA methylation and chromatin accessibility, as well as gene expression, were assessed by nucleosome occupancy and methylome sequencing (NOMe-seq) and RNA-seq, respectively, using the cardiac tissues of HCM patients. Compared with those of the controls, the transcriptome, DNA methylome, and chromatin accessibility of the HCM myocardium showed multifaceted differences. At the transcriptome level, HCM hearts returned to the fetal gene program through decreased sarcomeric and metabolic gene expression and increased extracellular matrix gene expression. In the DNA methylome, hypermethylated and hypomethylated differentially methylated regions were identified in HCM. At the chromatin accessibility level, HCM hearts showed changes in different genome elements. Several transcription factors, including SP1 and EGR1, exhibited a fetal-like pattern of binding motifs in nucleosome-depleted regions in HCM. In particular, the inhibition of SP1 or EGR1 in an HCM mouse model harboring sarcomere mutations markedly alleviated the HCM phenotype of the mutant mice and reversed fetal gene reprogramming. Overall, this study not only provides a high-precision multi-omics map of HCM heart tissue but also sheds light on the therapeutic strategy by intervening in the fetal gene reprogramming in HCM.
Cardiomyopathy, Hypertrophic/metabolism*
;
Humans
;
Animals
;
DNA Methylation
;
Mice
;
Transcriptome
;
Chromatin/genetics*
;
Early Growth Response Protein 1/metabolism*
;
Male
;
Epigenome
;
Nucleosomes/genetics*
;
Female
;
Middle Aged
;
Disease Models, Animal
;
Adult
8.Rapid evaluation of the early pathogen of severe Chlamydophila psittaci pneumonia by diagnostic bronchoscopy
Jingwen LI ; Shengquan LI ; Na LIU ; Tiantian SONG ; Lixiao ZHAO ; Xueli WANG ; Mengya GUO ; Yamei GAO ; Qiufeng WAN ; Sicheng XU
Chinese Critical Care Medicine 2023;35(1):37-42
Objective:To explore the rapid evaluation of the early pathogen of severe Chlamydophila psittaci pneumonia by bedside diagnostic bronchoscopy, so as to start effective anti-infection treatment before the results of macrogenome next generation sequencing (mNGS) test. Methods:The clinical data of three patients with severe Chlamydophila psittaci pneumonia who were successfully treated in the First Affiliated Hospital of Xinjiang Medical University, the First People's Hospital of Aksu District, and the First Division Hospital of Xinjiang Production and Construction Corps from October 2020 to June 2021 were retrospectively analyzed, including the rapid assessment of early pathogens by bedside diagnostic bronchoscopy and the use of antibiotics to start anti-infection treatment. These patients were successfully treated. Results:The three patients were male, aged 63, 45 and 58 years old, respectively. Before the onset of the penumonia, they had a clear medical history of bird exposure. The clinical manifestations mainly included fever, dry cough, shortness of breath and dyspnea. One case had abdominal pain and lethargy. The results of laboratory examination indicated that the peripheral blood white blood cell count (WBC) of two patients were high [(10.2-11.9)×10 9/L], the percentage of neutrophils increased (85.2%-94.6%) and the percentage of lymphocytes decreased (3.2%-7.7%) in all 3 patients after admission to hospital and entering into intensive care unit (ICU). The procalcitonin (PCT) of 3 patients increased after admission, and still increased when entering ICU (0.3-4.8 ng/L), so did C-reactive protein (CRP, 58.0-162.0 mg/L) and erythrocyte sedimentation rate (ESR, 36.0-90.0 mm/1 h). After admission, serum alanine transaminase (ALT) increased in 2 cases (136.7 U/L, 220.5 U/L), so did aspartate transaminase (AST) in 2 cases (249.6 U/L, 164.2 U/L). ALT (162.2-267.9 U/L) and AST (189.8-223.2 U/L) increased in 3 patients when they entered ICU. The level of serum creatinine (SCr) of 3 patients were normal after admission and entering ICU. The chest computed tomography (CT) findings of 3 patients were acute interstitial pneumonia, bronchopneumonia and lung consolidation, of which 2 cases were accompanied by a small amount of pleural effusion, and 1 case was accompanied by more regular small air sacs. Multiple lung lobes were involved, but mainly one lung lobe. The oxygenation index (PaO 2/FiO 2) of the 3 patients admitting to ICU were 100.0, 57.5 and 105.4 mmHg (1 mmHg ≈ 0.133 kPa), respectively, which met with the diagnostic criteria of moderate and severe acute respiratory distress syndrome (ARDS). All three patients received endotracheal intubation and mechanical ventilation. Under the bedside bronchoscope, the bronchial mucosa of 3 patients were obviously congested and edematous, without purulent secretion, and there was 1 case with mucosal hemorrhage. Three patients underwent bedside diagnostic bronchoscopy, and the evaluation result of the pathogen was that it might be atypical pathogen infection, so they were given moxifloxacin, cisromet and doxycycline intravenously, respectively, and combined with carbapenem antibiotics intravenously. After 3 days, the detection results of mNGS in bronchoalveolar lavage fluid (BALF) showed that only Chlamydia psittaci was infected. At this time, the condition was significantly improved, and PaO 2/FiO 2 was significantly increased. Therefore, the antibiotic treatment scheme remained unchanged, and mNGS only served to verify the initial diagnosis. Two patients were extubated on the 7th and 12th day of admission to the ICU, respectively, while one patient was extubated on the 16th day of admission to the ICU due to nosocomial infection. All 3 patients were transferred to the respiratory ward after the condition was stable. Conclusion:The bedside diagnostic bronchoscopy based on clinical characteristics is conducive to not only the rapid assessment of the early pathogens of severe Chlamydia psittaci pneumonia, but also effective anti-infection treatment before the returning of mNGS test results, which can make up for the lag and uncertainty of the mNGS test results.
9.The protective effects and mechanisms of melatonin on white matter damage in neonatal rats
Yan LIU ; Junjie GAO ; Mengya SUN ; Ting LI ; Miao QIN
Chinese Journal of Neonatology 2023;38(6):359-364
Objective:To study the protective effects and mechanisms of melatonin (MTn) on lipopolysaccharide (LPS) and hypoxic-ischemic(HI) induced white matter damage (WMD) in neonatal rats.Methods:Seventy-two 3-day-old newborn Sprague-Dawley (SD) rats were randomly assigned into sham operation group (the sham group), model group (the HI group) and MTn intervention group (the HI+MTn group) ( n=24 for each group). For the sham group, only dissection of the right common carotid artery was performed without ligation. Animal models of WMD were established using LPS pretreatment and HI method in both the HI group and HI+MTn group. The HI+MTn group received MTn intraperitoneal injection (15 mg/kg, 1 h before LPS injection and then once daily). The HI group and the sham group received equal volume of normal saline containing 1% ethanol intraperitoneal injection. The rats were sacrificed on d7 of experiment and periventricular white matter (PVWM) was collected for hematoxylin-eosin (HE) and TUNEL staining to determine WMD and apoptosis. The distribution and morphology of microglial cells in the PVWM were studied using IBA1 immunofluorescence staining. Reactive oxygen species (ROS) kit was used to detect ROS. The expression of nucleotide-binding domain-like receptor protein 3 (NLRP3) inflammasomes, interleukin (IL)-1β, IL-18 and mitochondrial autophagy markers (pink1 and parkin) were determined using real-time quantitative PCR. Results:Compared with the sham group, the HI group showed WMD, cell degeneration and necrosis,increased cell apoptosis and increased expressions of NLRP3 inflammasomes and downstream inflammatory factors (IL-1β and IL-18) in PVWM. Compared with the HI group,the HI+MTn group showed reduced WMD, cell apoptosis, microglia infiltration and inflammatory factors expression. MTn increased pink1 and parkin expression and reduced ROS production in PVWM.Conclusions:MTn reduces ROS production by enhancing mitochondrial autophagy and inhibits NLRP3 inflammasomes hyperactivation to alleviate endotoxin- and HI-induced WMD in neonatal rats.
10.Value of atherogenic index of plasma in predicting metabolic associated fatty liver disease in patients with type 2 diabetes mellitus
Mengya GAO ; Qian QIN ; Shoujun WANG
Journal of Clinical Hepatology 2023;39(6):1325-1331
Objective To investigate the association between atherogenic index of plasma (AIP) and metabolic associated fatty liver (MAFLD) in type 2 diabetes mellitus (T2DM). Methods A total of 375 patients with T2DM who were hospitalized and treated in Department of Endocrinology, The First Affiliated Hospital of Zhengzhou University, from September 2021 to September 2022 were enrolled, and according to the presence or absence of MAFLD, they were divided into T2DM+MAFLD group with 245 patients and T2DM group with 130 patients. Related clinical data were recorded, and AIP was calculated. According to the quartiles of AIP, the patients were divided into Q1 group (AIP≤0.20), Q2 group (0.20 < AIP≤0.24), Q3 group (0.24 < AIP≤0.48), and Q4 group (AIP > 0.48). The independent-samples t test was used for comparison of normally distributed continuous data between groups, and the Wilcoxon rank-sum test was used for comparison of non-normally distributed continuous data between groups; the trend chi-square test was used for the trend analysis of categorical data. The multivariate logistic regression analysis was used to investigate the effect of AIP on MAFLD, and the receiver operating characteristic (ROC) curve and the area under the ROC curve (AUC) were used to assess the value of the indicators such as AIP, body mass index (BMI), and alanine aminotransferase (ALT) in predicting T2DM with MAFLD. Results Compared with the T2DM group, the T2DM+MAFLD group had significant increases in BMI, systolic pressure, uric acid, fasting blood glucose, glycosylated hemoglobin, ALT, aspartate aminotransferase, gamma-glutamyl transpeptidase, alkaline phosphatase, triglyceride, low-density lipoprotein, and AIP and a significant reduction in high-density lipoprotein (all P < 0.05). The trend chi-square test showed that the prevalence rate of MAFLD in T2DM patients tended to increase with the increase in AIP level ( χ trend 2 =20.338, P < 0.05). The multivariate logistic regression analysis showed that compared with the Q1 group, the Q4 group had a significant increase in the risk of MAFLD (odds ratio =2.396, 95% confidence interval: 1.018-5.640, P =0.045). The ROC curve analysis showed that the diagnostic model of AIP combined with BMI and ALT had the best diagnostic performance (AUC=0.816), with a sensitivity of 70.2% and a specificity of 78.5% at the optimal cut-off value of 0.670. Conclusion AIP is an independent risk factor for MAFLD in T2DM patients, and AIP combined with BMI and ALT has a good predictive value for T2DM with MAFLD.

Result Analysis
Print
Save
E-mail