1.Efficacy and survival outcomes of patients with lymphocytic variant hypereosinophilic syndrome
Shiqiang QU ; Ningning LIU ; Tiejun QIN ; Zefeng XU ; Bing LI ; Lijuan PAN ; Meng JIAO ; Qingyan GAO ; Huijun WANG ; Xiaofei AI ; Zhijian XIAO
Chinese Journal of Hematology 2025;46(7):611-617
Objective:To analyze the clinical characteristics, therapeutic responses, and survival outcomes of patients with lymphocytic variant hypereosinophilic syndrome (L-HES) .Methods:We retrospectively reviewed clinical data from 16 consecutive patients diagnosed with L-HES at the Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences, between July 2019 and October 2024. A control group of 65 patients with idiopathic hypereosinophilic syndrome (iHES), diagnosed during the same period, was used for comparison. Clinical and laboratory characteristics, therapeutic responses, and survival outcomes were compared between the two groups.Results:The most frequently involved organs at presentation in patients with L-HES were the skin (75.0%), gastrointestinal tract (25.0%), respiratory tract (18.8%), lymph nodes (18.8%), heart (12.5%), and spleen (6.3%). Compared with iHES patients, patients with L-HES had a significantly higher incidence of skin involvement ( P=0.016), with no statistically significant differences observed in the involvement of other organs. No statistically significant differences were found in complete blood count parameters between the two groups. Multiparameter flow cytometry revealed that the median percentage of CD3 -CD4 + T cells in the peripheral blood of patients with L-HES was 4.08% ( IQR: 1.64%-32.78%), with a median absolute count of 0.10 (0.05-0.55) ×10 9/L. Serum immunoglobulin E (IgE) levels were significantly higher in the L-HES group than in the iHES group ( P<0.001). Clonal rearrangement of T-cell receptor genes was detected in 75.0% of patients with L-HES. After diagnosis, 14 patients with L-HES received glucocorticoids as first-line therapy, yielding an overall response rate of 92.9%. During glucocorticoid tapering, 11 patients experienced recurrent eosinophilia or worsening of clinical symptoms. Three patients received interferon-alpha as a second-line therapy, with two achieving complete remission. After a median follow-up of 16 months ( IQR: 8-28 months), one patient died of cardiac insufficiency 8 months after diagnosis, and no cases of lymphoma transformation were observed. The 2-year overall survival rate was (91.7±8.0) %, which did not significantly differ from that of the iHES group (96.2±2.6) % ( P=0.746) . Conclusions:Patients with L-HES generally have a favorable prognosis and are often characterized by skin involvement and significantly elevated serum IgE levels at diagnosis. They typically respond well to glucocorticoid therapy, although relapse is common during dose tapering. Interferon-alpha may serve as an effective second-line therapeutic option.
2.Efficacy and survival outcomes of patients with lymphocytic variant hypereosinophilic syndrome
Shiqiang QU ; Ningning LIU ; Tiejun QIN ; Zefeng XU ; Bing LI ; Lijuan PAN ; Meng JIAO ; Qingyan GAO ; Huijun WANG ; Xiaofei AI ; Zhijian XIAO
Chinese Journal of Hematology 2025;46(7):611-617
Objective:To analyze the clinical characteristics, therapeutic responses, and survival outcomes of patients with lymphocytic variant hypereosinophilic syndrome (L-HES) .Methods:We retrospectively reviewed clinical data from 16 consecutive patients diagnosed with L-HES at the Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences, between July 2019 and October 2024. A control group of 65 patients with idiopathic hypereosinophilic syndrome (iHES), diagnosed during the same period, was used for comparison. Clinical and laboratory characteristics, therapeutic responses, and survival outcomes were compared between the two groups.Results:The most frequently involved organs at presentation in patients with L-HES were the skin (75.0%), gastrointestinal tract (25.0%), respiratory tract (18.8%), lymph nodes (18.8%), heart (12.5%), and spleen (6.3%). Compared with iHES patients, patients with L-HES had a significantly higher incidence of skin involvement ( P=0.016), with no statistically significant differences observed in the involvement of other organs. No statistically significant differences were found in complete blood count parameters between the two groups. Multiparameter flow cytometry revealed that the median percentage of CD3 -CD4 + T cells in the peripheral blood of patients with L-HES was 4.08% ( IQR: 1.64%-32.78%), with a median absolute count of 0.10 (0.05-0.55) ×10 9/L. Serum immunoglobulin E (IgE) levels were significantly higher in the L-HES group than in the iHES group ( P<0.001). Clonal rearrangement of T-cell receptor genes was detected in 75.0% of patients with L-HES. After diagnosis, 14 patients with L-HES received glucocorticoids as first-line therapy, yielding an overall response rate of 92.9%. During glucocorticoid tapering, 11 patients experienced recurrent eosinophilia or worsening of clinical symptoms. Three patients received interferon-alpha as a second-line therapy, with two achieving complete remission. After a median follow-up of 16 months ( IQR: 8-28 months), one patient died of cardiac insufficiency 8 months after diagnosis, and no cases of lymphoma transformation were observed. The 2-year overall survival rate was (91.7±8.0) %, which did not significantly differ from that of the iHES group (96.2±2.6) % ( P=0.746) . Conclusions:Patients with L-HES generally have a favorable prognosis and are often characterized by skin involvement and significantly elevated serum IgE levels at diagnosis. They typically respond well to glucocorticoid therapy, although relapse is common during dose tapering. Interferon-alpha may serve as an effective second-line therapeutic option.
3.Construction and validation of a risk prediction model for emergence agitation in patients undergoing thoracoscopic radical resection of lung cancer
Xiaoyun ZHOU ; Minzhi HE ; Ningning ZHOU ; Qin XU ; Hong JIANG ; Xiaolian ZHOU ; Li NING
Chinese Journal of Nursing 2025;60(16):1989-1995
Objective To construct and verify a risk prediction model of emergence agitation in patients undergoing thoracoscopic radical resection of lung cancer,and to screen the optimal model by using machine learning algorithm,so as to provide references for clinical formulation of a nursing risk management plan.Methods The convenience sampling method was used to retrospectively select 476 patients who underwent thoracoscopic radical resection of lung cancer in a tertiary hospital in Hangzhou,Zhejiang Province from January to December 2023 as a construction group.Logistic regression,decision tree,random forest and naive Bayesian model were constructed by SPSS 29.0 and R 4.3.0 software.The prediction performance of each model was compared by accuracy,precision,recall,F1 score and area under the receiver operating characteristic curve,and the optimal model was screened.From January to June 2024,204 patients in the unit were prospectively selected as the research subjects of an external validation group.The discrimination and calibration of the optimal model were evaluated by AUC value and calibration curve.Results A total of 680 patients completed the survey.All 4 models showed that multimodal analgesia,thoracic drainage tube type,pain score,tracheal intubation type,state anxiety and catheter indwelling time were the influencing factors of emergence agitation in patients undergoing thoracoscopic radical resection of lung cancer(P<0.05).The 4 risk prediction models showed that the random forest prediction model had the best comprehensive performance.The external verification results showed that the AUC value was 0.913,and the calibration curve fitted well with the 45° ideal line.Conclusion Among the 4 risk prediction models,the random forest prediction model has the best performance,which is more suitable for the assessment of the risk of emergence agitation in patients undergoing thoracoscopic radical resection of lung cancer,and has good generalization and clinical application value.
4.Targets and Molecular Mechanisms of Salidroside in Improving High-Altitude Cognitive Function
Yuemei SUN ; Ningning QIN ; Qian JI ; Yanling WANG ; Fangfang QIU ; Jielong SUN ; Rong WANG
Journal of Sichuan University (Medical Sciences) 2025;56(1):112-119
Objective To explore the targets and molecular mechanisms of salidroside in improving cognitive function at high altitudes using network pharmacology,molecular docking,and experimental validation.Methods The SwissTargetPrediction platform was used to screen for salidroside-related targets,and the GeneCards database was used to search for targets associated with high-altitude cognitive function.The VENNY 2.1 platform was used to create a Venn diagram showing the intersection of salidroside and the targets of high-altitude cognitive function.The STRING11.5 database was used to construct a protein-protein interaction network diagram to screen for the key targets.The DAVID database was used to perform the Gene Ontology(GO)analysis and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analysis,and a component-target-pathway network was constructed using the Cytoscape 3.7.2 software platform.Furthermore,molecular docking and experimental studies were conducted for preliminary validation.Male C57BL/6J mice were randomly assigned to three groups,a low-altitude control group(Con group)receiving sterile water via intragastric gavage,a high-altitude hypoxia group(Hyp group)receiving sterile water via intragastric gavage,and a salidroside group administered with 10 mg/kg salidroside via intragastric gavage.The Hyp group and the salidroside group were pre-treated for 3 days(once daily)before rapid ascension to an altitude of 4010 m.Then,the 2 groups were exposed to a hypoxic environment for 1 day and received an additional treatment.Hippocampal tissues were collected from all three groups,and the relevant proteins were measured by Western blot.Results A total of 100 salidroside targets,2212 high-altitude cognition-related gene targets,and 52 common targets were identified.The improvement in high-altitude cognitive function by salidroside could be closely associated with core targets such as VEGFA,GAPDH,MMP-9,HRAS,FGF-2,HSP90AA1,and MAPK1,involving mainly the PI3K-Akt,MAPK,and VEGF signaling pathways.According to the molecular docking results,GAPDH,MMP-9,and VEGFA showed the best binding ability with salidroside.Experimental findings showed that salidroside improved high-altitude cognitive function by regulating the levels of Bcl-2/Bax,SRC-1,NF-κB,Beclin-1,and LC3B Ⅱ/Ⅰ.Conclusion Salidroside exerts its therapeutic effects in improving high-altitude cognitive function by regulating the expression levels of proteins associated with cell apoptosis,cell proliferation,and cell autophagy,inhibiting inflammation and stress response,and reducing apoptosis and excessive autophagy in hippocampal neurons.
5.Construction and validation of a risk prediction model for emergence agitation in patients undergoing thoracoscopic radical resection of lung cancer
Xiaoyun ZHOU ; Minzhi HE ; Ningning ZHOU ; Qin XU ; Hong JIANG ; Xiaolian ZHOU ; Li NING
Chinese Journal of Nursing 2025;60(16):1989-1995
Objective To construct and verify a risk prediction model of emergence agitation in patients undergoing thoracoscopic radical resection of lung cancer,and to screen the optimal model by using machine learning algorithm,so as to provide references for clinical formulation of a nursing risk management plan.Methods The convenience sampling method was used to retrospectively select 476 patients who underwent thoracoscopic radical resection of lung cancer in a tertiary hospital in Hangzhou,Zhejiang Province from January to December 2023 as a construction group.Logistic regression,decision tree,random forest and naive Bayesian model were constructed by SPSS 29.0 and R 4.3.0 software.The prediction performance of each model was compared by accuracy,precision,recall,F1 score and area under the receiver operating characteristic curve,and the optimal model was screened.From January to June 2024,204 patients in the unit were prospectively selected as the research subjects of an external validation group.The discrimination and calibration of the optimal model were evaluated by AUC value and calibration curve.Results A total of 680 patients completed the survey.All 4 models showed that multimodal analgesia,thoracic drainage tube type,pain score,tracheal intubation type,state anxiety and catheter indwelling time were the influencing factors of emergence agitation in patients undergoing thoracoscopic radical resection of lung cancer(P<0.05).The 4 risk prediction models showed that the random forest prediction model had the best comprehensive performance.The external verification results showed that the AUC value was 0.913,and the calibration curve fitted well with the 45° ideal line.Conclusion Among the 4 risk prediction models,the random forest prediction model has the best performance,which is more suitable for the assessment of the risk of emergence agitation in patients undergoing thoracoscopic radical resection of lung cancer,and has good generalization and clinical application value.
6.Adaptive ultra-hypofractionated whole-pelvic radiotherapy in high-risk and very high-risk prostate cancer on 1.5-Tesla MR-Linac: Estimated delivered dose and early toxicity results
Linrui GAO ; Ran WEI ; Shirui QIN ; Yuan TIAN ; Wenlong XIA ; Yongwen SONG ; Shulian WANG ; Hui FANG ; Yu TANG ; Hao JING ; Yueping LIU ; Yuan TANG ; Shunan QI ; Bo CHEN ; Yexiong LI ; Nianzeng XING ; Ningning LU
Chronic Diseases and Translational Medicine 2024;10(1):51-61
Background::Magnetic resonance (MR)-guided ultra-hypofractionated radiotherapy with whole-pelvic irradiation (UHF-WPRT) is a novel approach to radiotherapy for patients with high-risk (HR) and very high-risk (VHR) prostate cancer (PCa). However, the inherent complexity of adaptive UHF-WPRT might inevitably result in longer on-couch time. We aimed to estimate the delivered dose, study the feasibility and safety of adaptive UHF-WPRT on a 1.5-Tesla MR-Linac.Methods::Ten patients with clinical stage T3a-4N0-1M0-1c PCa, who consecutively received UHF-WPRT, were enrolled prospectively. The contours of the target and organ-at-risks on the position verification-MR (PV-MR), beam-on 3D-MR(Bn-MR), and post-MR (after radiotherapy delivery) were derived from the pre-MR data by deformable image registration. The physician then manually adjusted them, and dose recalculation was performed accordingly. GraphPad Prism 9 (GraphPad Prism Software Inc.) was utilized for conducting statistical analyses.Results::In total, we collected 188 MR scans (50 pre-MR, 50 PV-MR, 44 Bn-MR, and 44 post-MR scans). With median 59 min, the mean prostate clinical target volume (CTV)-V 100% was 98.59% ± 2.74%, and the mean pelvic CTVp-V 100% relative percentages of all scans was 99.60% ± 1.18%. The median V 29 Gy change in the rectal wall was -2% (-18% to 20%). With a median follow-up of 9 months, no patient had acute Common Terminology Criteria for Adverse Events (CTCAE) grade 2 or more severe genitourinary (GU) or gastrointestinal (GI) toxicities (0%). Conclusion::UHF-RT to the prostate and the whole pelvis with concomitant boost to positive nodes using an Adapt-To-Shape (ATS) workflow was technically feasible for patients with HR and VHR PCa, presenting only mild GU and GI toxicities. The estimated target dose during the beam-on phase was clinically acceptable based on the 3D-MR–based dosimetry analysis.Clinical trial registration::Chinese Clinical Trial Registry ChiCTR2000033382.
7.Effects of long non-coding RNA H19 regulating miRNA-675 and PTEN on the cell proliferation of glioma
Ping LIU ; Ningning ZHANG ; Ying ZHANG ; Ranxin HUANG ; Yuexiang ZHANG ; Lulu LI ; Zemin QIN ; Xiuling WANG ; Sulan WANG ; Jianlan CHANG ; Junyan YU
Cancer Research and Clinic 2024;36(11):863-868
Objective:To investigate the effect of long non-coding RNA (lncRNA) H19 regulating miRNA-675 (miR-675) and phosphatase and tensin homologue-deleted chromosome ten gene (PTEN) on the cell proliferation of glioma.Methods:Glioma cell lines U87-MG and U251 were chosen. The siRNA online design tool wad used to design small interfering RNA (siRNA) targeting H19. U87-MG and U251 cell lines with the stable knockdown of H19 were constructed (the stable knockdown of H19 group), and the cells randomly transfected with siRNA plasmid were taken as the control group, and normal cultured cells were treated as the blank group. Additionally, miR-675 and control microRNA were transfected into U87-MG and U251 with the stable knockdown of H19 (the overexpressing miR-675 group and the corresponding control group). Quantitative real-time polymerase chain reaction (qRT-PCR) was used to detect the relative expression levels of miR-675 and H19 in each group; the methyl thiazolyl tetrazolium (MTT) assay was used to detect the cell proliferation ability; the dual luciferase reporter gene assay was used to verify the targeting relationship between miR-675 and PTEN; Western blot was used to detect the relative expression level of PTEN protein.Results:The MTT assay results showed that the proliferation ability of U87-MG and U251 cells in the stable knockdown of H19 group was lower than that of the corresponding control group; and the differences in cell proliferation ability of all the groups after 48 h of culture were statistically significant (all P < 0.05). qRT-PCR detection results showed that the relative expression level of miR-675 in U251 cells in the stable knockdown of H19 group and the corresponding control group was 0.329±0.009 and 1.043±0.087, respectively, and the difference was statistically significant ( t = 14.15, P < 0.001); the relative expression level of miR-675 in U87-MG cells in the stable knockdown of H19 group and the corresponding control group was 0.299±0.009 and 1.027±0.106, respectively, and the difference was statistically significant ( t = 11.85, P < 0.001); the relative expression level of miR-675 in U87-MG and U251 cells in the stable knockdown of H19 group was lower than that of the corresponding control group. The dual luciferase reporter gene assay verified that miR-675 could bind to the 3'-UTR of PTEN. Western blot detection results showed that the relative expression level of PTEN protein in U87-MG and U251 cells in the stable knockdown of H19 group was higher than that of the corresponding control group and the blank group; in the U87-MG and U251 cells in the stable knockdown of H19 group, the relative expression level of PTEN in the overexpressing miR-675 group was lower than that of the corresponding blank group and the control group. In the U87-MG and U251 cells in the stable knockdown of H19 group, the cell proliferation ability of the overexpressing miR-675 group was higher than that of the corresponding blank group and the control group; the differences in cell proliferation ability of all the groups after 48 h of culture were statistically significant (all P < 0.05). Conclusions:lncRNA H19 may regulate the cell proliferation of glioma cells through the miR-675-PTEN signaling pathway.
8.Adaptive ultra-hypofractionated whole-pelvic radiotherapy in high-risk and very high-risk prostate cancer on 1.5-Tesla MR-Linac: Estimated delivered dose and early toxicity results
Linrui GAO ; Ran WEI ; Shirui QIN ; Yuan TIAN ; Wenlong XIA ; Yongwen SONG ; Shulian WANG ; Hui FANG ; Yu TANG ; Hao JING ; Yueping LIU ; Yuan TANG ; Shunan QI ; Bo CHEN ; Yexiong LI ; Nianzeng XING ; Ningning LU
Chronic Diseases and Translational Medicine 2024;10(1):51-61
Background::Magnetic resonance (MR)-guided ultra-hypofractionated radiotherapy with whole-pelvic irradiation (UHF-WPRT) is a novel approach to radiotherapy for patients with high-risk (HR) and very high-risk (VHR) prostate cancer (PCa). However, the inherent complexity of adaptive UHF-WPRT might inevitably result in longer on-couch time. We aimed to estimate the delivered dose, study the feasibility and safety of adaptive UHF-WPRT on a 1.5-Tesla MR-Linac.Methods::Ten patients with clinical stage T3a-4N0-1M0-1c PCa, who consecutively received UHF-WPRT, were enrolled prospectively. The contours of the target and organ-at-risks on the position verification-MR (PV-MR), beam-on 3D-MR(Bn-MR), and post-MR (after radiotherapy delivery) were derived from the pre-MR data by deformable image registration. The physician then manually adjusted them, and dose recalculation was performed accordingly. GraphPad Prism 9 (GraphPad Prism Software Inc.) was utilized for conducting statistical analyses.Results::In total, we collected 188 MR scans (50 pre-MR, 50 PV-MR, 44 Bn-MR, and 44 post-MR scans). With median 59 min, the mean prostate clinical target volume (CTV)-V 100% was 98.59% ± 2.74%, and the mean pelvic CTVp-V 100% relative percentages of all scans was 99.60% ± 1.18%. The median V 29 Gy change in the rectal wall was -2% (-18% to 20%). With a median follow-up of 9 months, no patient had acute Common Terminology Criteria for Adverse Events (CTCAE) grade 2 or more severe genitourinary (GU) or gastrointestinal (GI) toxicities (0%). Conclusion::UHF-RT to the prostate and the whole pelvis with concomitant boost to positive nodes using an Adapt-To-Shape (ATS) workflow was technically feasible for patients with HR and VHR PCa, presenting only mild GU and GI toxicities. The estimated target dose during the beam-on phase was clinically acceptable based on the 3D-MR–based dosimetry analysis.Clinical trial registration::Chinese Clinical Trial Registry ChiCTR2000033382.
9.Diagnostic value of a combined serology-based model for minimal hepatic encephalopathy in patients with compensated cirrhosis
Shanghao LIU ; Hongmei ZU ; Yan HUANG ; Xiaoqing GUO ; Huiling XIANG ; Tong DANG ; Xiaoyan LI ; Zhaolan YAN ; Yajing LI ; Fei LIU ; Jia SUN ; Ruixin SONG ; Junqing YAN ; Qing YE ; Jing WANG ; Xianmei MENG ; Haiying WANG ; Zhenyu JIANG ; Lei HUANG ; Fanping MENG ; Guo ZHANG ; Wenjuan WANG ; Shaoqi YANG ; Shengjuan HU ; Jigang RUAN ; Chuang LEI ; Qinghai WANG ; Hongling TIAN ; Qi ZHENG ; Yiling LI ; Ningning WANG ; Huipeng CUI ; Yanmeng WANG ; Zhangshu QU ; Min YUAN ; Yijun LIU ; Ying CHEN ; Yuxiang XIA ; Yayuan LIU ; Ying LIU ; Suxuan QU ; Hong TAO ; Ruichun SHI ; Xiaoting YANG ; Dan JIN ; Dan SU ; Yongfeng YANG ; Wei YE ; Na LIU ; Rongyu TANG ; Quan ZHANG ; Qin LIU ; Gaoliang ZOU ; Ziyue LI ; Caiyan ZHAO ; Qian ZHAO ; Qingge ZHANG ; Huafang GAO ; Tao MENG ; Jie LI ; Weihua WU ; Jian WANG ; Chuanlong YANG ; Hui LYU ; Chuan LIU ; Fusheng WANG ; Junliang FU ; Xiaolong QI
Chinese Journal of Laboratory Medicine 2023;46(1):52-61
Objective:To investigate the diagnostic accuracy of serological indicators and evaluate the diagnostic value of a new established combined serological model on identifying the minimal hepatic encephalopathy (MHE) in patients with compensated cirrhosis.Methods:This prospective multicenter study enrolled 263 compensated cirrhotic patients from 23 hospitals in 15 provinces, autonomous regions and municipalities of China between October 2021 and August 2022. Clinical data and laboratory test results were collected, and the model for end-stage liver disease (MELD) score was calculated. Ammonia level was corrected to the upper limit of normal (AMM-ULN) by the baseline blood ammonia measurements/upper limit of the normal reference value. MHE was diagnosed by combined abnormal number connection test-A and abnormal digit symbol test as suggested by Guidelines on the management of hepatic encephalopathy in cirrhosis. The patients were randomly divided (7∶3) into training set ( n=185) and validation set ( n=78) based on caret package of R language. Logistic regression was used to establish a combined model of MHE diagnosis. The diagnostic performance was evaluated by the area under the curve (AUC) of receiver operating characteristic curve, Hosmer-Lemeshow test and calibration curve. The internal verification was carried out by the Bootstrap method ( n=200). AUC comparisons were achieved using the Delong test. Results:In the training set, prevalence of MHE was 37.8% (70/185). There were statistically significant differences in AMM-ULN, albumin, platelet, alkaline phosphatase, international normalized ratio, MELD score and education between non-MHE group and MHE group (all P<0.05). Multivariate Logistic regression analysis showed that AMM-ULN [odds ratio ( OR)=1.78, 95% confidence interval ( CI) 1.05-3.14, P=0.038] and MELD score ( OR=1.11, 95% CI 1.04-1.20, P=0.002) were independent risk factors for MHE, and the AUC for predicting MHE were 0.663, 0.625, respectively. Compared with the use of blood AMM-ULN and MELD score alone, the AUC of the combined model of AMM-ULN, MELD score and education exhibited better predictive performance in determining the presence of MHE was 0.755, the specificity and sensitivity was 85.2% and 55.7%, respectively. Hosmer-Lemeshow test and calibration curve showed that the model had good calibration ( P=0.733). The AUC for internal validation of the combined model for diagnosing MHE was 0.752. In the validation set, the AUC of the combined model for diagnosing MHE was 0.794, and Hosmer-Lemeshow test showed good calibration ( P=0.841). Conclusion:Use of the combined model including AMM-ULN, MELD score and education could improve the predictive efficiency of MHE among patients with compensated cirrhosis.
10.Effects of plateau hypoxia on population pharmacokinetics and pharmacodynamics of metformin in patients with Type 2 diabetes.
Yike SHEN ; Xiaohong LUO ; Ningning QIN ; Lin HU ; Lin LUO ; Zhen WANG ; Yuemei SUN ; Rong WANG ; Wenbin LI
Journal of Central South University(Medical Sciences) 2023;48(4):481-490
OBJECTIVES:
Metformin is the basic drug for treating diabetes, and the plateau hypoxic environment is an important factor affecting the pharmacokinetics of metformin, but there have been no reports of metformin pharmacokinetic parameters in patients with diabetes mellitus type 2 (T2DM) in the high-altitude hypoxic environment. This study aims to investigate the effect of the hypoxic environment on the pharmacokinetics and assess the efficacy and safety of metformin administration in patients with Type 2 diabetes mellitus (T2DM).
METHODS:
A total of 85 patients with T2DM taking metformin tablets in the plateau group (n=32, altitude: 1 500 m) and control group (n=53, altitude: 3 800 m) were enrolled according to the inclusion and exclusion criteria, and 172 blood samples were collected in the plateau group and the control Group. A ultra-performance liquid chromatography/tandem mass spectrometry (UFLC-MS/MS) method was established to determine the blood concentration of metformin, and Phoenix NLME software was used to establish a model of pharmacokinetics of metformin in the Chinese T2DM population. The efficacy and serious adverse effects of metformin were compared between the 2 groups.
RESULTS:
The population pharmacokinetic modeling results showed that plateau hypoxia and age were the main covariates for model building, and the pharmacokinetic parameters were significantly different between the plateau and control groups (all P<0.05), including distribution volume (V), clearance (CL), elimination rate constant (Ke), half-life(T1/2), area under the curve (AUC), time to reach maximum concentration (Tmax). Compared with the control group, AUC was increased by 23.5%, Tmax and T1/2 were prolonged by 35.8% and 11.7%, respectively, and CL was decreased by 31.9% in the plateau group. The pharmacodynamic results showed that the hypoglycaemic effect of T2DM patients in the plateau group was similar to that in the control group, the concentration of lactic acid was higher in the plateau group than that in the control group, and the risk of lactic acidosis was increased after taking metformin in the plateau population.
CONCLUSIONS
Metformin metabolism is slowed down in T2DM patients in the hypoxic environment of the plateau; the glucose-lowering effect of the plateau is similar, and the attainment rate is low, the possibility of having serious adverse effects of lactic acidosis is higher in T2DM patients on the plateau than on the control one. It is probably suggested that patients with T2DM on the plateau can achieve glucose lowering effect by extending the interval between medication doses and enhancing medication education to improve patient compliance.
Humans
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Diabetes Mellitus, Type 2/drug therapy*
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Metformin/therapeutic use*
;
Acidosis, Lactic
;
Tandem Mass Spectrometry
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Hypoxia
;
Glucose

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