1.Association of life skills and psychological resilience with subjective well-being among primary and secondary school students
Chinese Journal of School Health 2026;47(7):962-965
Objective:
To explore the relationship between life skills, psychological resilience and subjective well-being among primary and secondary school students, so as to provide evidence for targeted adolescent mental health education.
Methods:
From September to November, 2025, a total of 5 831 primary and secondary school students from five cities (Beijing, Guangzhou, Shenzhen, Chongqing, Urumqi) were selected by convenience sampling. The Adolescent Subjective Well being Scale, School based Adolescents Life Skills Scale, and Adolescent Psychological Resilience Scale were used for investigation. Data were analyzed using t-tests, one way ANOVA, and linear regression.
Results:
The total mean score of students subjective well being was (5.46± 0.91) ; the total mean score of life skills was (3.69±0.64); the total mean score of psychological resilience was (3.66±0.69). Statistically significant differences in subjective well being scores were found among students grouped by gender, grade, school stage, residential city, living with parents or living with siblings ( t/F =4.14, 53.92, 14.53, 49.99, 13.49, 2.18, all P <0.01). Stratified regression analyses were performed by gender (adjusting for school stage, residential city and living arrangement) and by school stage (adjusting for gender, residential city and living arrangement), the regression results indicated that life skills of boys, girls, primary school students and junior high school students( β =0.54, 0.53, 0.50, 0.57) and their psychological resilience ( β = 0.56 , 0.60, 0.56, 0.60) were positively associated with subjective well being (all P <0.01).
Conclusions
Life skills and psychological resilience may be important protective factors for subjective well being among primary and secondary school students. School based mental health education should emphasize life skills training and resilience building to promote students subjective well being.
2.Status of subjective well-being among primary and secondary school students and its association with parental well being
Chinese Journal of School Health 2026;47(9):1229-1233
Objective:
To explore the association between parental subjective well-being and subjective well-being among primary and secondary school students, so as to provide evidence for promoting adolescent mental health from a family perspective.
Methods:
From September to November 2025, a convenience sampling method was used to recruit 4 612 students in grades 4-8 from 12 primary and secondary schools in five cities—Beijing, Guangzhou, Shenzhen, Chongqing, and Urumqi—along with their parents. Students completed the Adolescent Well being Survey Questionnaire, while parents completed the Parental Well being Survey Questionnaire. Data were analyzed using t-test, one way analysis of variance, multiple linear regression, Logistic regression, and stratified subgroup analyses.
Results:
The maximum score of the subjective well-being scale for primary and secondary school students was 301, with a total score of (224.07±46.63), representing 74.4% of the full score; the maximum score of the parental subjective well-being scale was 120, with a total score of (92.35±15.10), representing 77.0%. Multiple linear regression analysis showed that parental subjective well-being was positively associated with students overall subjective well-being, positive affect, and satisfaction in each domain (friendship, family, school, environment, freedom, and academics), and negatively associated with negative affect ( β =0.45, 0.08, 0.06, 0.07, 0.05, 0.04, 0.05, 0.04, -0.05, all P <0.01). Logistic regression and stratified analysis showed that parental subjective well-being was positively associated with students high subjective well-being ( OR =1.03), and the association existed in subgroups of different gender, grade and family structure ( OR =1.02-1.04) (all P <0.05).
Conclusions
Parental subjective well-being is positively associated with students subjective well-being. Future interventions should incorporate an integrated strategy featuring family-school collaboration to promote adolescent well-being.
3.Effect of ultrasound-guided needle-knife release of the ligamentum flavum on the expression of integrin alpha5 and beta1 in degenerative rabbit lumbar intervertebral discs
Can CHEN ; Yu ZHAO ; Binhan HU ; Mengfan DU ; Junning LIU ; Susheng NIU ; Yan ZHANG
Chinese Journal of Tissue Engineering Research 2025;29(2):331-338
BACKGROUND:Needle-knife release of the ligamentum flavum can effectively improve symptoms in patients with lumbar degeneration,and ultrasound guidance can increase the precision of needle-knife release;however,the specific effects of needle-knife release of the ligamentum flavum on the degenerated intervertebral discs and the possible mechanisms remain to be clarified. OBJECTIVE:To investigate the effect of ultrasound-guided needle-knife release of the ligamentum flavum. METHODS:Twenty-four New Zealand rabbits were randomized into control(n=6)and model(n=18)groups.A rabbit model of lumbar disc degeneration model was established in the model group by cutting the supraspinous and interspinous ligaments of the L5/6 and L6/7 segments to maintain a standing posture and apply axial load to the lumbar spine.After successful modeling,the model rabbits were subdivided into a control group,a model group,an ultrasonic needle-knife group,and a sham needle-knife group according to a random number table method,with six animals in each group.The ultrasonic needle-knife group underwent ultrasound-guided needle-knife release of the right yellow ligament of L7/S1,once every week,for a total of four times.The needle-knife approach in the sham needle-knife group was the same as that in the ultrasound needle-knife group,but the ligamentum flavum was not released.At 30 days after the intervention,MRI was used to observe the changes in the signal intensity of the nucleus pulposus within the L7/S1 segment.Hematoxylin-eosin staining was used to observe the morphological changes of the L7/S1 segment.Immunohistochemical staining was used to detect the expression of type I and II collagen in the nucleus pulposus of the L7/S1 segment.RT-PCR and western blot were used to detect the expression of integrin α5 and β1,p38,and nuclear factor κB in the L7/S1 segment. RESULTS AND CONCLUSION:MRI findings indicated that the nucleus pulposus of the intervertebral disc of rabbits in the model group was gray-black in color,and the gray value of the nucleus pulposus was significantly lower than that of the control group(P<0.01).The brightness of the nucleus pulposus of the intervertebral disc of the rabbits in the ultrasonic needle-knife group was elevated compared with that of the model group,and the gray value of the nucleus pulposus was higher than that of the model group(P<0.01).Results from hematoxylin-eosin staining showed that in the model group,the shape of the nucleus pulposus was irregular,the number of nucleus pulposus cells was reduced,the extracellular matrix was compressed,the fibrous ring was ruptured,the structure and boundary of the end plate were unclear,and the chondrocytes were arranged disorderly.Compared with the model group,the ultrasonic needle-knife group showed an increase in the number of the nucleus pulposus,an improvement in the rupture of the fibrous ring,and more regular arrangement of cartilage endplate cells.Results from immunohistochemical staining showed an increase in positive expression of type I collagen(P<0.01)and a decrease in positive expression of type II collagen in the nucleus pulposus of the model group compared with the control group as well as a decrease in positive expression of type I collagen and an increase in positive expression of type II collagen in the nucleus pulposus of the ultrasonic needle-knife group compared with the model group(P<0.01).RT-PCR and western blot assays showed that the mRNA and protein expression of integrin α5,integrin β1,p38,and nuclear factor κB in the intervertebral discs of rabbits in the model group were increased compared with that in the control group(P<0.01);the mRNA and protein expression of integrin α5,integrin β1,p38,and nuclear factor κB in the intervertebral discs of rabbits in the ultrasonic needle-knife group was decreased compared with that in the model group(P<0.01).To conclude,ultrasound-guided needle-knife release of the ligamentum flavum can improve the degree of lumbar disc degeneration in rabbits,which may be related to the inhibition of p38 and nuclear factor-κB expression by modulating integrin α5 and β1 expression.
4.Epidemiological Characteristics of Oral and Pharyngeal Cancer in Hunan Cancer Registration Areas in 2021 and Trends from 2012 to 2021
Can LI ; Yanhua ZOU ; Haifan XIAO ; Yingyun HU ; Zhaohui SHI ; Shiyu CAO ; Senmao ZHANG ; Shipeng YAN
China Cancer 2025;34(11):854-861
[Purpose]To analyze the incidence and mortality of oral and pharyngeal cancer in can-cer registration areas of Hunan Province in 2021 and the trend changes from 2012 to 2021.[Methods]Data on oral and pharyngeal cancer incidence and mortality from 2012 to 2021 were collected from 78 quality-controlled cancer registries in Hunan Province,with population data sourced from household registration statistics provided by public security authorities.Indicators such as crude incidence and mortality rates,age-standardized incidence and mortality rates by Chinese standard population(ASIRC/ASMRC),and world standard population(ASIRW,ASMRW)in 2021 were calculated.The Chinese standard population(2000 national census)and Segi's world standard population were used for standardization.Joinpoint Regression Program 4.9.0.0 software was used to fit a Log-linear regression model,and the average annual percentage change(AAPC)of ASIRC/ASMRC of oral and pharyngeal cancer from 2012 to 2021 was calculated to analyze the changing trends.[Results]In 2021,the crude incidence rate of oral and pharyngeal cancer in cancer registration areas of Hunan Province was 9.28/105(15.14/105 for males and 3.07/105 for fe-males),with an ASIRC of 6.10/105;the crude mortality rate was 3.75/105(6.19/105 for males and 1.16/105 for females),with an ASMRC of 2.16/105.Both the incidence and mortality rates in male were significantly higher than those in female.Age distribution analysis showed that the incidence rate of oral and pharyngeal cancer increased with age after 30 years old,peaking in the age group of 60~64 years old(22.29/105);the mortality rate continued to rise after 35 years old,reaching the peak in the population aged ≥85 years old(14.52/105).Trend analysis from 2012 to 2021 indicated that the crude incidence rate and ASIRC of oral and pharyngeal cancer increased from 3.50/105 and 2.63/105 in 2012 to 9.28/105 and 6.10/105 in 2021,with AAPC of 12.33%and 10.80%,re-spectively;the crude mortality rate and ASMRC also showed upward trends(AAPC of 9.87%and 7.21%,respectively);all trend changes were statistically significant(all P<0.05).Sex stratification revealed that the AAPC of ASIRC and ASMRC of oral and pharyngeal cancer in male were higher than those in female(AAPC of ASIRC:12.65%for males vs 4.28%for females;AAPC of ASMRC:8.79%for males vs 4.13%for females).Age-specific trend analysis found that the ASIRC of oral and pharyngeal cancer in the population aged ≤ 44 years old showed an upward trend(AAPC=11.73%,P<0.001),with the AAPC of male in this group reaching 14.57%;the AAPC of ASIRC for the age groups of 45~64 years old and ≥65 years old were 11.03%and 9.74%,respectively,and the AAPC of ASMRC for these two groups were 10.05%and 8.19%,respectively,with all trend changes being statistically significant(all P<0.05);there was no statistically significant change in the ASMRC of the population aged ≤44 years old(AAPC=5.66%,P=0.087).[Conclusion]The incidence and mortality rates of oral and pharyngeal cancer in cancer registration areas of Hunan Province remain high and show an upward trend,with a tendency of younger onset.Males and middle-aged and elderly populations are the key focuses of prevention and control.
5.Effect of ultrasound-guided needle-knife on matrix homeostasis of rabbit cartilaginous endplate
Binhan HU ; Can CHEN ; Maochang HUANG ; Yu ZHAO ; Junning LIU ; Susheng NIU ; Yan ZHANG
Chinese Journal of Tissue Engineering Research 2025;29(18):3758-3766
BACKGROUND:Cartilaginous endplate stromal homeostasis is closely related to intervertebral disc degeneration.Acupotomy that releases posterior wall ligamentum flavum of the interforaminal orifice can improve the symptoms of patients with lumbar disc degeneration.Whether the mechanism of action is related to the regulation of cartilaginous endplate stromal homeostasis remains to be clarified.OBJECTIVE:To investigate the effect of ultrasound-guided needle-knife relaxation of the internal orifice of the rabbit L7/S1 intervertebral foramina on the matrix homeostasis of the rabbit cartilage endplate.METHODS:A total of 24 male New Zealand rabbits were randomly divided into a control group(n=6)and a modeling group(n=18).Lumbar disc degeneration modeling was performed by intermittent standing after transection of the supraspinous interspinous ligament for 12 weeks.After modeling,the modeling group was randomly divided into model group,needle-knife group and fake needle knife group,with 6 rabbits in each group.In the needle-knife group,the ultrasound-guided needle-knife released the ligamentum flavum posterior wall of the right intervertebral foramina,while in the fake needle-knife group,the needle-knife only reached the surface of the posterior wall ligamentum flavum of the intervertebral foramina,with a total of four interventions,each time at an interval of 1 week.No intervention was performed in the control and model groups.Thirty days after the intervention,the disc degeneration was observed by MRI.The morphology of L7/S1 intervertebral disc cartilaginous endplate,nucleus pulposus and annulus fibrosus were observed with hematoxylin-eosin and safranin O-fast green staining and was then scored.The expressions of type II collagen,proteoglycan and matrix metalloproteinase-13 in nucleus pulposus and cartilage endplate of L7/S1 intervertebral disc were detected by immunohistochemistry.RESULTS AND CONCLUSION:MRI results showed that the relative gray value of L7/S1 nucleus pulposus was significantly lower in the model group than in the control group(P<0.01),and higher in the needle-knife group than in the model group and the fake needle-knife group(P<0.05).Hematoxylin-eosin and safranin O-fast green staining showed obvious degeneration of the nucleus pulposus and annulus fibrosus,thinning of the cartilaginous endplate,and obvious calcification at the junction with bone endplate in the model group.The morphology of the cartilaginous endplate and degeneration of the nucleus pulposus were improved in the needle-knife group compared with the model group.The morphological scores of the model group,needle-knife group and fake needle-knife group were significantly higher than those of control group(P<0.01).The morphological score of the needle-knife group was significantly lower than that of the model group and fake needle-knife group(P<0.01).Immunohistochemistry results showed that compared with the control group,the expressions of type II collagen and Aggrecan in the nucleus pulposus and cartilage endplate in the model group and fake needle-knife group were significantly decreased(P<0.01),while the expression of matrix metalloproteinase-13 was significantly increased(P<0.01).Compared with the model group and fake needle-knife group,the expressions of type II collagen and Aggrecan in the nucleus pulposus and cartilage endplate were increased in the needle-knife group(P<0.05),while the expression of matrix metalloproteinase-13 was decreased significantly(P<0.01).In conclusion,the relaxation of the interforaminal orifice by needle knife can regulate the matrix homeostasis of the rabbit cartilage endplate and improve the degeneration of the intervertebral disc.
6.Sinicization of the Moyamoya Health Behavior Scale for Adolesent Patients and its reliability and validity
Chen LI ; Lei WAN ; Huajian ZHANG ; Yanping SHEN ; Qin HU ; Can XIN ; Jianjian ZHANG
Chinese Journal of Modern Nursing 2025;31(30):4121-4127
Objective:To translate the Moyamoya Health Behavior Scale for Adolescent Patients into Chinese and to test its reliability and validity.Methods:Based on the Brislin translation model, the scale was forward-translated, back-translated, cross-culturally adapted, and pretested to develop the Chinese version of the Moyamoya Health Behavior Scale for Adolescent Patients. A convenience sampling method was used to recruit 220 adolescent inpatients with moyamoya disease from the Department of Neurosurgery, Zhongnan Hospital of Wuhan University, between January 2023 and December 2024. Reliability and validity analyses were conducted on the scale.Results:A total of 220 questionnaires were distributed, and 206 valid questionnaires were returned, yielding a valid response rate of 93.64%. The Chinese version of the scale comprised 12 items. The item-level content validity index ranged from 0.875 to 1.000, and the scale-level content validity index was 0.917. Exploratory factor analysis extracted three common factors: treatment implementation for moyamoya disease, health-promoting behaviors for moyamoya disease, and health coping behaviors for moyamoya disease, with a cumulative variance contribution of 69.741%. Confirmatory factor analysis showed that the overall model fit was acceptable. The Cronbach's α coefficient for the total scale was 0.872, with subscale Cronbach's α coefficients ranging from 0.810 to 0.871. The test-retest reliability coefficient for the total scale was 0.983, and the split-half reliability coefficient was 0.766.Conclusions:The Chinese version of the Moyamoya Health Behavior Scale for Adolescent Patients demonstrated good reliability and validity and can be used as an assessment tool for health behaviors in this patient population.
7.Prospective study on the change of nucleoplasm distribution of GRα in peripheral blood of children with primary nephrotic syndrome
Chen WU ; Yaoyao ZANG ; Juan LIANG ; Can LIANG ; Ping ZENG ; Hu SHAO ; Fengjun GUAN
Immunological Journal 2025;41(5):318-326
Objective To explore the change of nucleoplasm distribution of glucocorticoid receptor alpha(GRα)in peripheral blood of children with primary nephrotic syndrome(PNS)during the course of the disease,aiming at evaluating the correlation between nuclear transport abnormality and different GC responses.Methods A total of 45 children with PNS were enrolled as subjects in this prospective study,and divided into steroid-sensitive nephrotic syndrome(SSNS,n=36)and steroid-resistant nephrotic syndrome(SRNS,n=9)groups,according to their response to GC.The SSNS group was further subclassified into non-frequently relapsing nephrotic syndrome(NFRNS,n=21)and frequently relapsing nephrotic syndrome(FRNS,n=15)based on relapse frequency during 12-month follow-up.Peripheral blood samples were collected before GC treatment,6-week and 6-month after GC treatment.GRα nuclear localization was detected by immunofluorescence assay,and their correlations with clinical-laboratory indicators were analyzed.Results Before the GC treatment,the average fluorescence intensity showed no significantly difference among different groups(P>0.05),the GRαin the three groups were localized mainly in cytoplasm,and the nucleocytoplasmic ratio showed no significantly difference among the three groups(P>0.05).6-week after the GC treatment,the average fluorescence intensity showed no significantly difference among the three groups(P>0.05),the GRα in SSNS group were localized mainly in nucleus,while those in SRNS group were localized mainly in cytoplasm.Furthermore,nucleocytoplasmic ratio in NFRNS group and SRNS group demonstrated significant differences,while those in NFRNS group and FRNS group showed no significant difference(P>0.05).6-month after the GC treatment,the average fluorescence intensity in NFRNS group and FRNS group showed no significant difference(P>0.05),GRα in the two groups were localized mainly in nucleus,and their nucleocytoplasmic ratio had significantly differences(P<0.05).The GRα nucleocytoplasmic ratio in children with PNS was negatively correlated with 24-hour urine protein(24 h-UTP),TNF-α,while positively correlated with serum albumin(Alb).Conclusion There are differences in nuclear transport ability among PNS children of SRNS,NFRNS and FRNS groups,and these differences are correlated with the differency of GC responses.
8.Follow-up and re-evaluation of fetuses with chromosomal microdeletions and microduplications of uncertain significance
Can YANG ; Manli ZHANG ; Xiaoxiao XIE ; Lingyun HU ; Qingdong ZHAO ; Xiaoping WANG ; Yanqin YOU ; Shufang JIANG ; Yanping LU
Chinese Journal of Perinatal Medicine 2025;28(3):177-184
Objective:To reassess the pathogenicity of copy number variants (CNVs) involving chromosomal microdeletions and microduplications classified as variants of uncertain significance (VUS).Methods:This retrospective study analyzed 1 882 pregnant women who underwent invasive prenatal diagnosis for chromosomal microarray analysis (CMA) at the First Medical Center, Chinese PLA General Hospital between January 1, 2018, and December 31, 2022. The results were classified according to the American College of Medical Genetics and Genomics guidelines, with 82 fetuses rated as VUS selected for the study. We analyzed invasive prenatal diagnostic indications, followed up on fetal ultrasound findings, parental origin identification results, and pregnancy outcomes, and reclassified VUS CNVs based on the latest evidence. Descriptive statistical analysis was applied to the data.Results:(1) Among the 82 fetuses with VUS CNVs, prenatal diagnostic indications included fetal structural abnormalities detected by ultrasound (21 cases, 25.6%), abnormal non-invasive prenatal testing (NIPT) results (12 cases, 14.6%), high-risk serum screening (seven cases, 8.5%), advanced maternal age (≥35 years at expected delivery, 28 cases, 34.1%), and other indications (14 cases, 17.1%). Sixteen cases (19.5%) exhibited abnormal phenotypes, with seven pregnancies terminated due to severe structural abnormalities detected by prenatal ultrasound. Seventy-five live births were followed up for 25 (13-66) months. (2) Among the 82 cases, five fetuses had two VUS CNVs detected by CMA, while the remaining 77 had only one, totaling 87 VUS CNVs. Of these, 63 (72.4%) were chromosomal microduplications and 24 (27.6%) were chromosomal microdeletions. The size of the CNV segments ranged from 0.85 (0.05-5.61) Mb, with 82 segments less than 2 Mb. Parental origin identification was refused by 44 cases (53.7%), while 38 (46.3%) underwent the test, revealing eight (21.0%) de novo variants and 30 (78.9%) inherited from either parent (12 maternal and 18 paternal). (3) Among the 87 VUS CNVs, the ratings of 11 CNVs (12.6%) changed after re-evaluation. This included one 4p16.2 microdeletion and two 15q11.2 microdeletions being upgraded to pathogenic, one 16p13.11 microduplication being upgraded to likely pathogenic, one Xp22.31 microduplication and two 2q13 microdeletions being downgraded to likely benign, and four Xp22.31 microduplications being downgraded to benign. (4) Among the 16 fetuses with abnormal phenotypes, seven with prenatal abnormalities terminated pregnancies, including six with structural abnormalities and one with severe fetal growth restriction. After re-evaluation, one case was upgraded to pathogenic, while six remained VUS. Nine live births with postnatal abnormal phenotypes showed no change in classification after re-evaluation. Among the 66 cases (80.5%) without abnormal phenotypes, 10 had their classifications changed after re-evaluation. Conclusions:Fetuses with VUS CNVs often exhibit no significant abnormal phenotypes and have a relatively favorable prognosis, however, further floow-up is still needed. Parental origin identification can provide valuable insights for genetic counseling.
9.Resuscitation effect of novel lyophilized platelets combined with lactated Ringer's solution in rabbits with hemorrhagic shock and seawater immersion
Chenglin DAI ; Wenqiong DU ; Ting TANG ; Haoyang YANG ; Liyuan CHEN ; Dongzhaoyang ZHANG ; Xin ZHONG ; Renqing JIANG ; Can CHEN ; Yijun JIA ; Zhaowen ZONG ; Bo HU
Journal of Army Medical University 2025;47(8):756-765
Objective To evaluate the resuscitation efficacy of novel lyophilized platelets(LP,thrombin-stimulated platelets)combined with lactated Ringer's(LR)solution in rabbits with hemorrhagic shock and seawater immersion.Methods Fifty rabbits were randomly assigned to 5 groups(Groups A,B,C,D and E,n=10).After all rabbits were anesthetized with 3%pentobarbital sodium at a dose of 1 mL/kg,soft tissue injury was inflicted in the left lower limb.The blood loss from the soft tissue injury was quantified after gauze hemostasis.The right lower limb was subjected to femoral artery catheterization,followed by blood withdrawal equivalent to 26%of the total blood volume of the rabbit.The rabbits were then vertically immersed in 3%artificial seawater,with the water level reaching above the xiphoid process,and were retrieved in 15 min later.Resuscitation strategies were applied to the rabbits from different group:Group A(no resuscitation),Group B(resuscitation with LR solution),Group C(resuscitation with LR solution and fresh platelets),Group D(resuscitation with LR solution and LP),and Group E(resuscitation with LR solution and novel LP).Coagulation function test,routine blood test,blood gas analysis,and thromboelastography were conducted at baseline and at 1,2 and 4 h after injury.Results The LP and rabbit model of hemorrhagic shock and seawater immersion were successfully prepared.At 1 h after injury,the mean arterial pressure(MAP)of Groups C,D and E(infused with platelet preparations)was significantly higher than that of Group A(without resuscitation,P<0.05);the lactate(Lac)content of Group C was obviously lower than that of Groups A and B(P<0.05);the base excess(BE)and blood urea nitrogen(BUN)levels of Groups C,D and E were notably lower than those of Groups A and B(P<0.05);and the prothrombin time(PT)of Group A was significantly longer than that of before injury(P<0.05).At 2 h after injury,the MAP of Groups C and D was significantly higher than that of Groups A and B,and that of Group E was notably higher than that of Group A(P<0.05);the Lac content of Groups C and E was obviously lower than that of Groups A and B,while that of Group D was also lower than that of Group A(P<0.05);the BE and BUN levels of Groups C,D and E were remarkably lower than those of Groups A and B(P<0.05);the maximum amplitude(MA)value of Group C was higher than that of Group A,while the value of Groups A and D at this time was significantly lower than the corresponding value before injury(P<0.05);and the activated partial clotting time(APTT)of Groups A and D was statistically longer than the corresponding baseline time(P<0.05).At 4 h after injury,the MAP of Groups C,D,and E was higher than that of Groups A and B,and that of Group B was higher than that of Group A(P<0.05);the Lac and BUN levels of Groups C,D,and E were lower than those of Groups A and B(P<0.05);the BE level of Groups C and D were lower than those of Groups A and B(P<0.05);the MA value of Groups B,C,and E were higher than those of Group A(P<0.05),while the MA value and APTT value of Groups A and D were significantly lower than their corresponding baseline values(P<0.05).Conclusion For rabbits with hemorrhagic shock and seawater immersion,the novel LP combined with LR solution can significantly increase the MAP level,reduce Lac content,and sustainably maintain blood clot firmness and coagulation function.
10.Development of a machine learning-based risk prediction model for mild cognitive impairment with spleen-kidney deficiency syndrome in the elderly.
Ya-Ting AI ; Shi ZHOU ; Ming WANG ; Tao-Yun ZHENG ; Hui HU ; Yun-Cui WANG ; Yu-Can LI ; Xiao-Tong WANG ; Peng-Jun ZHOU
Journal of Integrative Medicine 2025;23(4):390-397
OBJECTIVE:
As an age-related neurodegenerative disease, the prevalence of mild cognitive impairment (MCI) increases with age. Within the framework of traditional Chinese medicine, spleen-kidney deficiency syndrome (SKDS) is recognized as the most frequent MCI subtype. Due to the covert and gradual onset of MCI, in community settings it poses a significant challenge for patients and their families to discern between typical aging and pathological changes. There exists an urgent need to devise a preliminary diagnostic tool designed for community-residing older adults with MCI attributed to SKDS (MCI-SKDS).
METHODS:
This investigation enrolled 312 elderly individuals diagnosed with MCI, who were randomly distributed into training and test datasets at a 3:1 ratio. Five machine learning methods, including logistic regression (LR), decision tree (DT), naive Bayes (NB), support vector machine (SVM), and gradient boosting (GB), were used to build a diagnostic prediction model for MCI-SKDS. Accuracy, sensitivity, specificity, precision, F1 score, and area under the curve were used to evaluate model performance. Furthermore, the clinical applicability of the model was evaluated through decision curve analysis (DCA).
RESULTS:
The accuracy, precision, specificity and F1 score of the DT model performed best in the training set (test set), with scores of 0.904 (0.845), 0.875 (0.795), 0.973 (0.875) and 0.973 (0.875). The sensitivity of the training set (test set) of the SVM model performed best among the five models with a score of 0.865 (0.821). The area under the curve of all five models was greater than 0.9 for the training dataset and greater than 0.8 for the test dataset. The DCA of all models showed good clinical application value. The study identified ten indicators that were significant predictors of MCI-SKDS.
CONCLUSION
The risk prediction index derived from machine learning for the MCI-SKDS prediction model is simple and practical; the model demonstrates good predictive value and clinical applicability, and the DT model had the best performance. Please cite this article as: Ai YT, Zhou S, Wang M, Zheng TY, Hu H, Wang YC, Li YC, Wang XT, Zhou PJ. Development of a machine learning-based risk prediction model for mild cognitive impairment with spleen-kidney deficiency syndrome in the elderly. J Integr Med. 2025; 23(4): 390-397.
Humans
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Cognitive Dysfunction/diagnosis*
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Aged
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Male
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Female
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Machine Learning
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Spleen
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Aged, 80 and over
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Kidney
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Medicine, Chinese Traditional


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