1.Support vector machine model based on gray matter volume for identifying amyotrophic lateral sclerosis and analysis of relevant brain regions
Shan WU ; Haining LI ; Qiuli ZHANG ; Qianqian DUAN ; Xinyi YU ; Xing QIN ; Fangfang HU ; Jiaoting JIN ; Jingxia DANG ; Ming ZHANG
Chinese Journal of Medical Imaging Technology 2025;41(7):1051-1055
Objective To explore the value of support vector machine(SVM)model based on gray matter volume(GMV)for identifying amyotrophic lateral sclerosis(ALS),also to analyze the relevant brain regions.Methods MR 3D T1WI data of 60 ALS patients(ALS group)and 60 healthy volunteers(control group)were retrospectively analyzed.Taken GMV of each brain region obtained by voxel-based morphometry as the input features.F-score analysis was used to select feature with the highest classification accuracy to construct SVM model.Receiver operating characteristic curve was drawn to evaluate the efficacy of SVM model for identifying ALS,and top 10%was used as the weight threshold to obtain gray matter brain regions contributed the most to this model.Results SVM model constructed based on the top 40%GMV features had the highest classification accuracy(82.50%),with sensitivity,specificity and area under the curve(AUG)of 85.05%,80.40%and 0.890,respectively.The left precentral gyrus,left anterior cingulate gyrus and paracingulate gyrus,right middle temporal gyrus,opercular part of left inferior frontal gyrus,right dorsolateral superior frontal gyrus,left temporal pole:middle temporal gyrus,right superior occipital gyrus,orbital part of right middle frontal gyrus,right calcarine fissure and surrounding cortex,right fusiform gyrus were the top 1-10 gray matter brain regions contributed to this model.Conclusion ALS had specific GMV change pattern.SVM model based on GMV could be used to effectively identify ALS,while the left precentral gyrus was the most contributive brain region to this model.
2.Interpretation of the China Guidelines for the Prevention and Treatment of Diabetes(2024 Edition)
Jingxia YIN ; Li YU ; Danlan PU ; Xiaoli XU ; Yong LIAO
Journal of Chongqing Medical University 2025;50(5):557-564
In recent years,significant progress has been made in diabetes research both domestically and internationally,new diagno-sis and treatment techniques and methods have been constantly emerging,and clinical research evidence has been continuously accu-mulated and updated.To keep pace with these important developments,the Diabetes Branch of the Chinese Medical Association has ac-tively organized experts to update the China Guidelines for the Prevention and Treatment of Diabetes.This update aims to provide a more comprehensive and scientific guide for diabetes prevention and treatment,greatly promote the standardized and integrated man-agement of diabetes by clinicians,and ensure that patients receive standardized and personalized treatment plans to improve therapeu-tic outcomes and quality of life.
3.Interpretation of updated key points in the American Diabetes Association's 2025 Standards of Care in Diabetes
Xiaoying DONG ; Jingxia YIN ; Ling LI ; Li YU ; Danlan PU ; Yong LIAO
Journal of Chongqing Medical University 2025;50(5):565-573
Over the years,the American Diabetes Association(ADA)has been actively committed to the development and promotion of standards for the diagnosis,treatment,and daily care of diabetes.Since 1989,it has updated the diabetes diagnosis and treatment standards every year,which have become one of the most authoritative guidelines in diabetes and have been recognized and adopted by various countries.On December 10,2024,the 2025 Standards of Care in Diabetes were released,incorporating the latest evidence-based medicine content related to diabetes and its complications and comorbidities.It aims to provide guidance on the diagnosis,treat-ment,and management of the condition for clinicians,patients and their families,and researchers.This article interprets the major up-dates from the Standards.
4.Interpretation and reflections on Guideline for the management of diabetes mellitus in the elderly in China(2024 edition)from a nursing perspective
Ping TANG ; Jingxia YIN ; Ling LI ; Li YU ; Yong LIAO ; Danlan PU
Journal of Chongqing Medical University 2025;50(6):765-769
With the acceleration of population aging in China,the management of elderly patients with diabetes has become a critical issue in the field of public health.By integrating international evidence-based medical research data with the specific conditions of China,the 2024 edition of Guideline for the management of diabetes mellitus in the elderly in China proposes individualized diagnosis and treatment strategies for elderly patients with diabetes.This article gives a systematic interpretation of the guideline from a nursing perspective,with a focus on the core contents closely associated with nursing practice,and it also elaborates on the implications for nursing work,summarizes and analyzes the challenges in the management of elderly patients with diabetes,and proposes corresponding strategies,in order to provide a theoretical basis and practical guidance for implementing nursing management of elderly patients with diabetes among clinical nurses.
5.Interpretation of Guideline for the prevention and treatment of diabetes mellitus in China(2024 edition):a nursing practice perspective
Li YU ; Long CUI ; Ling LI ; Yong LIAO ; Danlan PU ; Jingxia YIN
Journal of Chongqing Medical University 2025;50(10):1317-1322
The Guideline for the prevention and treatment of diabetes mellitus in China(2024 edition),released by the Chinese Dia-betes Society on January 20,2025,has updated evidence on diabetes mellitus from various aspects including its epidemiological status in China,diagnosis and treatment progress,and complication management,aiming to guide and facilitate standardized comprehensive management of diabetes mellitus in clinical practice.This paper interprets the guideline from the perspective of nursing practice,focus-ing on nursing care for special diabetic conditions,lifestyle and behavioral interventions,and the procedures of relevant nursing tech-niques.We hope to provide nursing professionals with standardized guidance on diabetes prevention and treatment,thereby further standardizing and refining specialized nursing care for diabetes mellitus,enhancing the quality of patient care,and improving patient prognosis.
6.Longitudinal changes in theurinary extracellular domain of neurotrophin receptor p75 predict the severity and survival time in amyotrophic lateral sclerosis
Rui JIA ; Ronghua ZHANG ; Li XUE ; Jiaoting JIN ; Fangfang HU ; Xiao LIU ; Yonghui DANG ; Jingxia DANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(2):298-303
Objective To evaluate the ability of longitudinal changes in urinary extracellular domain of neurotrophin receptor p75(p75ECD)to serve as a prognostic biomarker of severity,progression and survival time in patients with amyotrophic lateral sclerosis(ALS).Methods Forty patients with ALS attended follow-up appointments at 3-to 6-month interval,and 51 healthy control(HC)volunteers were recruited.The concentrations of urinary p75ECD were tested by a sandwich ELISA.The ALSFRS-r was used to quantify the severity of ALS.The change rate of urinary p75ECD(Δp75ECD)was calculated as the average monthly change during the period between the first and the last sampling.Results The concentration of urinary p75ECD was higher at the last follow-up than at baseline(P=0.002 3).Spearman analysis showed that there was a negative correlation between urinary p75ECD and ALSFRS-r score(r=-0.35,P=0.001 3);the course of ALS in the fast-changing Δp75ECD group was shorter than that in the slow-changing group(P=0.015 8);the Δp75ECD and course of ALS showed a negative correlation(r=-0.39,P=0.014),and the Δp75ECD in the fast-progression ALS group was significantly higher than in the slow-progression group(P=0.001 6).There was a positive correlation between Δp75ECD and progression in ALS patients(r=0.34,P=0.005).Kaplan-Meier survival analysis showed a longer median survival time in those with slow-changing Δp75ECD(P=0.03).Conclusion The change rate of urinary p75ECD has shown great potential as a biomarker for the prognosis of the severity,progression and survival time of ALS.
7.Longitudinal changes in theurinary extracellular domain of neurotrophin receptor p75 predict the severity and survival time in amyotrophic lateral sclerosis
Rui JIA ; Ronghua ZHANG ; Li XUE ; Jiaoting JIN ; Fangfang HU ; Xiao LIU ; Yonghui DANG ; Jingxia DANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(2):298-303
Objective To evaluate the ability of longitudinal changes in urinary extracellular domain of neurotrophin receptor p75(p75ECD)to serve as a prognostic biomarker of severity,progression and survival time in patients with amyotrophic lateral sclerosis(ALS).Methods Forty patients with ALS attended follow-up appointments at 3-to 6-month interval,and 51 healthy control(HC)volunteers were recruited.The concentrations of urinary p75ECD were tested by a sandwich ELISA.The ALSFRS-r was used to quantify the severity of ALS.The change rate of urinary p75ECD(Δp75ECD)was calculated as the average monthly change during the period between the first and the last sampling.Results The concentration of urinary p75ECD was higher at the last follow-up than at baseline(P=0.002 3).Spearman analysis showed that there was a negative correlation between urinary p75ECD and ALSFRS-r score(r=-0.35,P=0.001 3);the course of ALS in the fast-changing Δp75ECD group was shorter than that in the slow-changing group(P=0.015 8);the Δp75ECD and course of ALS showed a negative correlation(r=-0.39,P=0.014),and the Δp75ECD in the fast-progression ALS group was significantly higher than in the slow-progression group(P=0.001 6).There was a positive correlation between Δp75ECD and progression in ALS patients(r=0.34,P=0.005).Kaplan-Meier survival analysis showed a longer median survival time in those with slow-changing Δp75ECD(P=0.03).Conclusion The change rate of urinary p75ECD has shown great potential as a biomarker for the prognosis of the severity,progression and survival time of ALS.
8.Support vector machine model based on gray matter volume for identifying amyotrophic lateral sclerosis and analysis of relevant brain regions
Shan WU ; Haining LI ; Qiuli ZHANG ; Qianqian DUAN ; Xinyi YU ; Xing QIN ; Fangfang HU ; Jiaoting JIN ; Jingxia DANG ; Ming ZHANG
Chinese Journal of Medical Imaging Technology 2025;41(7):1051-1055
Objective To explore the value of support vector machine(SVM)model based on gray matter volume(GMV)for identifying amyotrophic lateral sclerosis(ALS),also to analyze the relevant brain regions.Methods MR 3D T1WI data of 60 ALS patients(ALS group)and 60 healthy volunteers(control group)were retrospectively analyzed.Taken GMV of each brain region obtained by voxel-based morphometry as the input features.F-score analysis was used to select feature with the highest classification accuracy to construct SVM model.Receiver operating characteristic curve was drawn to evaluate the efficacy of SVM model for identifying ALS,and top 10%was used as the weight threshold to obtain gray matter brain regions contributed the most to this model.Results SVM model constructed based on the top 40%GMV features had the highest classification accuracy(82.50%),with sensitivity,specificity and area under the curve(AUG)of 85.05%,80.40%and 0.890,respectively.The left precentral gyrus,left anterior cingulate gyrus and paracingulate gyrus,right middle temporal gyrus,opercular part of left inferior frontal gyrus,right dorsolateral superior frontal gyrus,left temporal pole:middle temporal gyrus,right superior occipital gyrus,orbital part of right middle frontal gyrus,right calcarine fissure and surrounding cortex,right fusiform gyrus were the top 1-10 gray matter brain regions contributed to this model.Conclusion ALS had specific GMV change pattern.SVM model based on GMV could be used to effectively identify ALS,while the left precentral gyrus was the most contributive brain region to this model.
9.Total glucosides of paeony exert protective effects on chemical liver injury with pattern of liver yin deficiency in rats through the PI3K/AKT/mTOR pathway
Li LI ; Xiaoxu FAN ; An Ji' HUA ; Jinxi HU ; Yingtong FENG ; Yiwei SHEN ; Zhen WANG ; Jingxia WANG
Journal of Beijing University of Traditional Chinese Medicine 2024;47(3):341-351
Objective We aimed to study the protective effect of total glucosides of paeony (TGP) on chemical liver injury with pattern of liver yin deficiency in rats and determine whether it exerts these effects through the phosphoinositide 3-kinase(PI3K)/protein kinase B (AKT)/mammalian target of rapamycin (mTOR) pathway.Methods Forty male Sprague-Dawley rats were randomly divided into the following four groups: (i) the blank group, (ii) the model group, (iii) the Yiguan Jian group, and (iv) the TGP group (10 rats per group). For 6 weeks, rats in all groups except for the blank group were injected intraperitoneally with 20% carbon tetrachloride olive oil solution and were given thyroid tablets (30mg/kg) by gavage in order to establish the model of chemical liver injury with pattern of liver yin deficiency. During the modeling period, rats in the blank and model groups were gavaged daily with distilled water, while rats in the Yiguan Jian group and the TGP group were gavaged with 635mg/kg of Yiguan Jian decoction and 50mg/kg of TGP suspension, respectively. During the administration period, the body weight and rectal temperature of rats were measured every 2 weeks. After the administration, 24-hour food intake, 24-hour water intake, and moisture capacity in tongue surface were recorded. Serum cyclic adenosine monophosphate (cAMP), cyclic guanosine monophosphate (cGMP), interleukin-1 (IL-1), interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), interleukin-10 (IL-10), and interleukin-1 receptor antagonist (IL-1Ra) contents were measured by ELISA and the cAMP/cGMP ratio was calculated. Changes in the serum levels of alanine aminotransferase (ALT), alanine transaminase (AST), gamma-glutamyl transpeptidase (γ-GT), alkaline phosphatase (ALP), total bilirubin (TBIL), and total bile acids (TBA) were detected using colorimetric method. Masson staining was performed to observe the degree of liver fibrosis and to calculate the relative collagen area. Real-time PCR and Western blotting were conducted to determine the PI3K, AKT, and mTOR mRNA and protein expression levels in rat liver.Results Compared with the blank group, rats in the model group had a lower body weight at weeks 2, 4, and 6, a higher rectal temperature at weeks 2, 4, and 6, and a higher 24-hour food intake; the cAMP level was elevated, the cGMP level was decreased, and the cAMP/cGMP ratio was elevated; the contents of IL-1, IL-6, and TNF-α were elevated, and the contents of IL-10 and IL-1Ra were decreased; ALT, AST, γ-GT, ALP, TBIL, and TBA levels were elevated; the percentage of collagen area in the liver was increased; and the mRNA and protein phosphorylation levels of PI3K, AKT, and mTOR were elevated ( P<0.05). Compared with the model group, rats in the TGP group showed a decrease in rectal temperature at weeks 2, 4, and 6, a decrease in 24-hour food intake and water intake, and an increase in the moisture capacity in tongue surface; rats in the Yiguan Jian and TGP groups showed a decrease in cAMP, an increase in cGMP, and a decrease in the cAMP/cGMP, the contents of IL-1, IL-6, and TNF-α were decreased and the content of IL-10 was increased, the percentage of collagen area in the liver was decreased; ALT, AST, γ-GT, ALP, and TBIL levels were decreased in the TGP group, and PI3K, AKT, and mTOR were downregulated at the mRNA and protein levels(P<0.05).Conclusion TGP has a good protective effect on chemical liver injury with pattern of liver yin deficiency in rats. TGP may regulate the balance of yin and yang by inhibiting the PI3K/AKT/mTOR pathway, reducing the secretion of pro-inflammatory cytokines, and increasing the release of anti-inflammatory cytokines.
10.Mechanism of Huogu Muli Prescription in regulating the osteoclast-osteogenesis balance in postmenopausal osteoporosis rats
Sijia JIANG ; Yingtong FENG ; Jiaqi LIU ; Jinxi HU ; Ji'an HUA ; Wei LI ; Jingxia WANG
Journal of Beijing University of Traditional Chinese Medicine 2024;47(4):506-515
Objective We aimed to investigate(i)the preventive and therapeutic effects of Huogu Muli Prescription(HGMLP),a Chinese medical compound consisting of epimedii folium,drynariae rhizoma,and ostreae concha,on postmenopausal osteoporosis(PMOP)rats and(ii)whether it exerts its effects by regulating the osteoclast-osteogenesis balance.Methods Forty-eight female Sprague-Dawley rats were randomly divided into the following six groups:(i)the sham-operated group,(ii)the model group,(iii)the Qianggu Capsule group,(iv)the calcium carbonate group,and(v,vi)the HGMLP low-dose and high-dose groups(n = 8 rats per group).After adaptive feeding,rats in all groups except the sham-operated group were treated with bilateral ovarian castration to establish the PMOP model.Each day,rats in the Qianggu Capsule group received 0.054 g/kg Qianggu Capsule suspension intragastrically,rats in the calcium carbonate group received 1.670 g/kg calcium carbonate suspension intragastrically,and rats in the HGMLP low-dose and high-dose groups received 0.188 g/kg and 0.375 g/kg HGMLP intragastrically.Rats in the sham-operated group and the model group received an equal volume of normal saline intragastrically.After 90 consecutive days,serum estradiol(E2),estrogen receptor α(ERα),procollagen typeⅠN propeptide(PINP),and tartrate-resistant acid phosphatase 5b(TRACP-5b)were detected by ELISA.Total antioxidant capacity(T-AOC),superoxide dismutase(SOD),catalase(CAT),and malondialdehyde(MDA)levels were measured by colorimetry.Bone mineral density(BMD),trabecular number(Tb.N),trabecular separation/spacing(Tb.Sp),trabecular thickness(Tb.Th),and structure model index(SMI)were measured by Micro-CT,and the microstructure of cancellous bone was observed.The expressions of osteoprotegerin(OPG),receptor activator of nuclear factor-κB(RANK),RANK ligand(RANKL),phosphorylation of forkhead box O3(FoxO3α),Wnt2,β-catenin,and peroxisome proliferator-activated receptor γ(PPARγ)in rat femur tissue were detected by Western blotting.Results(i)The serum levels of E2 and ERα increased in the Qianggu Capsule group and HGMLP groups,compared with the model group(all P<0.05).(ii)Compared with the model group,the serum levels of PINP,TRACP-5b decreased and PINP/TRACP-5b increased in both the Qianggu Capsule group and HGMLP high-dose group(all P<0.05).(iii)The activities of T-AOC,AOD,and CAT in the Qianggu Capsule group and HGMLP groups were higher than those in the model group,while the content of MDA lower(all P<0.05).(iv)Compared with the model group,the femoral BMD,Tb.Th,and Tb.N increased in the Qianggu Capsule group and HGMLP groups,while the femoral Tb.Sp and SMI decreased(all P<0.05);the femoral BMD increased and the Tb.Sp decreased in the calcium carbonate group(all P<0.05).(v)The protein expressions of RANKL,RANK,FoxO3α,and PPARγ in the Qianggu Capsule group and HGMLP groups were lower than those in the model group,while the protein expressions of OPG,Wnt2,and β-catenin were higher(all P<0.05).Conclusion HGMLP can significantly increase estrogen levels,inhibit osteoclast differentiation,and inhibit bone resorption in the PMOP rats.It also alleviates oxidative stress,promotes osteogenic differentiation,inhibits lipogenic differentiation,improves bone formation,and recovers the balance between osteoclasts and osteoblasts,thus achieving prevention and treatment of PMOP.The potential mechanism of HGMLP may be related to regulation via the OPG/RANKL/RANK or FoxO3α/Wnt2/β-catenin/PPARγ pathways.

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