1.Fufang Kangjiaolv Capsules Treat Anxiety in Rat Model of Chronic Restraint Stress via Microbiota-gut-brain Axis
Wenxin FAN ; Tingyue JIANG ; Yu WANG ; Ge ZHANG ; Yifan LU ; Mengmeng LIU ; Jiayuan LI ; Renzhi MA ; Jinli SHI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(4):95-107
ObjectiveTo observe the intervention effect of Fufang Kangjiaolv capsules on anxiety-like behaviors in the rat model of chronic restraint stress (CRS) and explore the mechanism underlying the anti-anxiety effect via the microbiota-gut-brain axis. MethodsRats were assigned into blank, model, positive drug (diazepam, 1 mg·kg-1), and low-, medium-, and high-dose (0.75, 1.5, 3 g·kg-1, respectively) Fufang Kangjiaolv capsules groups. After 14 days of administration, the elevated plus maze test, open field test, light and dark box test, and marble burying test were performed. Hematoxylin-eosin staining was employed to observe the pathological changes in the hippocampus and colon of rats, and Nissl staining was conducted to observe the damage of hippocampal neurons. The gut microbiota was analyzed by 16S rRNA gene sequencing. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) was employed to determine the mRNA levels of zonula occludens-1 (ZO-1) and occludin in the colon of rats. The levels of tumor necrosis factor-α (TNF-α), interleukin-6 (IL-6), and interleukin-1β (IL-1β) in the colon, serum, and hippocampus were determined by enzyme-linked immunosorbent assay. Western blot was employed to determine the protein levels of ZO-1, occludin, nuclear factor-κB p65 (NF-κB p65) in the colon tissue and NF-κB p65 and brain-derived neurotrophic factor (BDNF) in the hippocampal tissue. ResultsCompared with the blank group, the model group showed reductions in the time and frequency ratio of rats entering the elevated plus maze, the time and frequency of rats entering the central area of the open field, the time of entering the open box, the times of passing through the light and dark box, and the number of unburied beads (P<0.05, P<0.01). Compared with the model group, Fufang Kangjiaolv capsules ameliorated the anxiety of the model rats to varying degrees, and the high-dose group had the best effect, with increases in the proportions of time and frequency of rats entering the open arm in the elevated plus maze (P<0.05), the number of rats entering the central area in the open field (P<0.05), the time of entering the open box, the times of passing through the light and dark boxes, and the number of unburied beads (P<0.01). Moreover, the high-dose group showed alleviated pathological damage of hippocampal neurons and colon. The results of 16S rRNA gene sequencing showed that the model group had increased relative abundance of Firmicutes, Deferribacterota, Romboutsia, and Phascolarctobacterium, while it had decreased relative abundance of Bavcteroidota and Lactobacillus. The drug administration groups showed increased relative abundance of Bavcteroidota, Bacteroides, norank f norank o Clostridia UCG-014, and Blautia and decreased relative abundance of Firmicutes and Deferribacterota. Compared with the blank group, the model group showed down-regulated protein and mRNA levels of ZO-1 and occludin in the colon (P<0.01), elevated levels of TNF-α, IL-6, and IL-β in the colon, serum, and hippocampus (P<0.01), up-regulated protein level of NF-κB p65 in the colon and hippocampus (P<0.01), and down-regulated protein level of BDNF in the hippocampus (P<0.05). Compared with the model group, high-dose Fufang Kangjiaolv capsules up-regulated the mRNA levels of ZO-1 and occludin in the colon (P<0.01), lowered the levels of TNF-α, IL-6, and IL-β in the colon, serum, and hippocampus (P<0.01), up-regulated the protein levels of ZO-1 (P<0.01) and occludin (P<0.05) in the colon, down-regulated the protein level of NF-κB p65 in the colon and hippocampus (P<0.05), and up-regulated the protein level of BDNF in the hippocampus. ConclusionFufang Kangjiaolv capsules can reduce the anxiety-like behaviors in the rat model of CRS by regulating the gut microbiota disturbance, up-regulating the expression of tight junction proteins in the colon, repairing intestinal mucosal mechanical barrier, and down-regulating NF-κB/BDNF signaling pathway, thereby reducing peripheral and central inflammation. This study proves the hypothesis that Fufang Kangjiaolv capsules play an anti-anxiety role via the microbiota-gut-brain axis, providing a new idea for further research.
2.Application of limb shortening/re-lengthening technique and in situ tissue regeneration technique in limb salvage for complex lower limb fractures combined with soft tissue defects.
Hong LIU ; Yuanmeng REN ; Xianyan YAN ; Baona WANG ; Dong WANG ; Huyun QIAO ; Jinli GUO ; Yonghong ZHANG
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(8):1014-1019
OBJECTIVE:
To explore the effectiveness of limb shortening/re-lengthening technique combined with in situ tissue regeneration technique in limb salvage for patients with complex lower limb fractures and soft tissue defects.
METHODS:
Between January 2021 and December 2024, 12 patients with complex lower limb fractures and soft tissue defects caused by trauma were admitted. There were 10 males and 2 females; the age ranged from 18 to 46 years, with an average of 36 years. Among them, 1 case of open comminuted tibiofibular fracture caused bone necrosis and soft tissue infection; 4 cases of open tibiofibular fractures developed bone and soft tissue infections after being fixed with a combined external fixator, resulting in defects; 7 cases of closed tibial fractures that underwent internal fixation developed soft tissue infections, leading to bone and soft tissue necrosis. The time from injury to the formation of bone and soft tissue defects was 2-9 weeks, with an average of 6 weeks. The length of bone defects was 5.0-10.2 cm, with an average of 6.8 cm; the area of soft tissue defects was 32-54 cm 2, with an average of 43.9 cm 2. After admission, all patients underwent thorough debridement. The limb shortening treatment was performed after the wound had filled with fresh granulation tissue, and an Ilizarov ring-shaped external fixator was placed or replaced. The limb was shortened at a rate of 1 mm/day to reduce bone defects. At the same time, the soft tissue defects were repaired using the in situ tissue regeneration technique. After the wound healed, osteotomy was performed, and limb lengthening was carried out at a rate of 1 mm/day. The lower limb full-length X-ray films were taken, and the lengthening was stopped when the lower limb alignment was restored. The healing condition of the wound was observed and the healing time was recorded.
RESULTS:
One patient died due to a traffic accident during limb lengthening. The remaining 11 patients completed limb shortening and re-lengthening treatment and were followed up 18-36 months, with an average of 20 months. All 11 patients successfully preserved their limbs. The wound healing time was 4-12 weeks, with an average of 8 weeks; the limb shortening time was 4-8 weeks, with an average of 6 weeks; and the limb lengthening time was 4-12 weeks, with an average of 8 weeks. One patient experienced delayed bone mineralization during bone lengthening, and one had pin tract infection. Both were treated symptomatically. The lower limb mechanical axis of all 11 patients was restored, and they were able to walk independently.
CONCLUSION
The application of limb shortening/re-lengthening technique combined with in situ tissue regeneration technique in the treatment of large bone and soft tissue defects not only effectively avoids the occurrence of nonunion at the apposition ends and increases the stability of the lower limb, but also significantly shortens the wound healing time, avoids the risk of soft tissue infection and increases the limb salvage rate. It can be used as a treatment technique for patients with complex lower limb fractures combined with soft tissue defects.
Humans
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Adult
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Male
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Female
;
Middle Aged
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Soft Tissue Injuries/surgery*
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Limb Salvage/methods*
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Adolescent
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Young Adult
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Bone Lengthening/methods*
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External Fixators
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Lower Extremity/surgery*
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Fracture Fixation, Internal/methods*
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Fractures, Bone/surgery*
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Tibial Fractures/surgery*
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Treatment Outcome
;
Regeneration
3.Real-world efficacy and safety of azvudine in hospitalized older patients with COVID-19 during the omicron wave in China: A retrospective cohort study.
Yuanchao ZHU ; Fei ZHAO ; Yubing ZHU ; Xingang LI ; Deshi DONG ; Bolin ZHU ; Jianchun LI ; Xin HU ; Zinan ZHAO ; Wenfeng XU ; Yang JV ; Dandan WANG ; Yingming ZHENG ; Yiwen DONG ; Lu LI ; Shilei YANG ; Zhiyuan TENG ; Ling LU ; Jingwei ZHU ; Linzhe DU ; Yunxin LIU ; Lechuan JIA ; Qiujv ZHANG ; Hui MA ; Ana ZHAO ; Hongliu JIANG ; Xin XU ; Jinli WANG ; Xuping QIAN ; Wei ZHANG ; Tingting ZHENG ; Chunxia YANG ; Xuguang CHEN ; Kun LIU ; Huanhuan JIANG ; Dongxiang QU ; Jia SONG ; Hua CHENG ; Wenfang SUN ; Hanqiu ZHAN ; Xiao LI ; Yafeng WANG ; Aixia WANG ; Li LIU ; Lihua YANG ; Nan ZHANG ; Shumin CHEN ; Jingjing MA ; Wei LIU ; Xiaoxiang DU ; Meiqin ZHENG ; Liyan WAN ; Guangqing DU ; Hangmei LIU ; Pengfei JIN
Acta Pharmaceutica Sinica B 2025;15(1):123-132
Debates persist regarding the efficacy and safety of azvudine, particularly its real-world outcomes. This study involved patients aged ≥60 years who were admitted to 25 hospitals in mainland China with confirmed SARS-CoV-2 infection between December 1, 2022, and February 28, 2023. Efficacy outcomes were all-cause mortality during hospitalization, the proportion of patients discharged with recovery, time to nucleic acid-negative conversion (T NANC), time to symptom improvement (T SI), and time of hospital stay (T HS). Safety was also assessed. Among the 5884 participants identified, 1999 received azvudine, and 1999 matched controls were included after exclusion and propensity score matching. Azvudine recipients exhibited lower all-cause mortality compared with controls in the overall population (13.3% vs. 17.1%, RR, 0.78; 95% CI, 0.67-0.90; P = 0.001) and in the severe subgroup (25.7% vs. 33.7%; RR, 0.76; 95% CI, 0.66-0.88; P < 0.001). A higher proportion of patients discharged with recovery, and a shorter T NANC were associated with azvudine recipients, especially in the severe subgroup. The incidence of adverse events in azvudine recipients was comparable to that in the control group (2.3% vs. 1.7%, P = 0.170). In conclusion, azvudine showed efficacy and safety in older patients hospitalized with COVID-19 during the SARS-CoV-2 omicron wave in China.
4.Relationship between intestinal flora and acute respiratory distress syndrome in patients with severe acute pancreatitis
Wei GUO ; Yan LOU ; Jinli ZHANG ; Hangjie WU
Chinese Journal of Postgraduates of Medicine 2024;47(1):44-47
Objective:To investigate the relationship between intestinal flora and acute respiratory distress syndrome in patients with severe acute pancreatitis.Methods:One hundred and six patients with severe acute pancreatitis admitted to a hospital from March 2019 to February 2021 were selected as the observation group for prospective analysis. They were divided into concurrent group (52 cases) and non-concurrent group (54 cases) according to whether they were complicated with acute respiratory distress syndrome. In addition, 100 healthy people in the same period were selected as the control group to analyze the relationship between intestinal flora and acute respiratory distress syndrome in patients with severe acute pancreatitis.Results:There were significant differences in the number of intestinal flora ( Lactobacillus, Bifidobacterium, Escherichia coli) between the observation group and the control group ( t = 49.69, 73.28 and 46.32; P<0.05). There were significant differences in the number of intestinal flora ( Lactobacillus, Bifidobacterium, Escherichia coli) between the concurrent group and the non-concurrent group ( t = 34.85, 39.71 and 23.47; P<0.05). The levels of serum endotoxin, diamine oxidase and D-lactic acid in the concurrent group were significantly higher than those in the non-concurrent group: (0.63 ± 0.16) EU/ml vs. (0.45 ± 0.08) EU/ml, (6.29 ± 1.18) U/ml vs. (4.89 ± 0.91) U/ml, (11.63 ± 2.84) mmol/L vs. (9.33 ± 2.61) mmol/L ( t = 7.37, 6.85 and 4.34, P<0.05). Spearman analysis showed that severe acute pancreatitis complicated with acute respiratory distress syndrome was negatively correlated with the number of intestinal Lactobacillus and Bifidobacterium ( r = - 0.342 and - 0.291, P = 0.011 and 0.021), which was positively correlated with the number of intestinal Escherichia coli flora ( r = 0.263, P = 0.033). Conclusions:Intestinal colony imbalance is common in patients with severe acute pancreatitis, and the imbalance of intestinal colony and the impairment of intestinal mucosal barrier function are more serious in patients with acute respiratory distress syndrome. There is a significant correlation between severe acute pancreatitis complicated with acute respiratory distress syndrome and its intestinal colony.
5.Associations of health literacy with metabolic status and quality of life among comunity patients with type 2 diabetes in Shanghai
Liping YANG ; Haihong SONG ; Jue SHEN ; Jinli GAO ; Zhiping ZHANG ; Liuyu QIAN ; Huan GONG
Shanghai Journal of Preventive Medicine 2024;36(11):1051-1059
ObjectiveTo investigate the current status of health literacy among type 2 diabetes mellitus patients in Shanghai communities, to analyze its correlation with glycemic and lipid metabolic indicators and quality of life (QoL), and to provide an evidence for the development of effective intervention measures. MethodsA follow⁃up survey was conducted among diabetic patients diagnosed at hospitals above the secondary level from March to June, 2023, who were part of a diabetes cohort study jointly established by Songnan Community in Baoshan District and the Shanghai Institute of Endocrinology. Patients were assessed using a simplified evaluation form for diabetes-related health literacy and a QoL scale, and metabolic indicators such as blood glucose and blood lipids were measured. Pearson correlation coefficients were employed to assess the relationship between health literacy levels and metabolic indicators as well as QoL. Logistic regression models were used to estimate the odds ratios (OR) and 95% confidence intervals (CI) for the associations between patients’ health literacy levels, metabolic status, and QoL. ResultsAmong the 932 diabetic patients surveyed, the health literacy level was low, with an average score of (65.2±13.4) points of which (62.6±13.8) points for males and (67.9±12.5) points for females. The average QoL score was (44.1±9.2) points of which (44.0±9.5) points for males and (44.2±8.9) points for females. The achievement rates of HbA1c, total cholesterol (TC), and triglycerides (TG) were 51.6%, 30.3%, and 64.8%, respectively. The TC achievement rate among male patients (37.6%) was significantly higher than that among females (22.8%). Significant differences in HbA1c achievement rates were observed across age groups, education levels, disease durations, and BMI levels (P<0.05). Similarly, significant differences were found in FPG achievement rates across different age groups, annual household incomes, disease durations, and family histories (P<0.05). No statistically significant differences were noted in TG and HDL-C achievement rates across all variables (P>0.05). However, LDL-C achievement rates were significantly higher in patients without complications compared to those with complications (P<0.05). Health literacy showed a significant negative correlation with psychological dimension, treatment dimension, and QoL scores (r=-0.14, P<0.05). After adjusting for potential confounding factors, a significant association was found between patients’ health literacy levels and QoL, but not with metabolic indicators. ConclusionThere is a significant correlation between health literacy levels and QoL among diabetic patients in community settings. Further exploration is needed to identify factors influencing patients’ QoL and glycemic and lipid metabolic indicators.
6.Association of frailty index with the risk for cardiovascular disease in adults
Chunfa ZHANG ; Lehui LI ; Nan ZHANG ; Ning CAO ; Lei XU ; Jinli YAN ; Ya WANG ; Xinyue ZHAO ; Yuxin YANG ; Tao YAN ; Xingguang ZHANG
Chinese Journal of Epidemiology 2024;45(11):1520-1527
Objective:To explore the association between frailty index (FI) and the risk for cardiovascular disease (CVD) in adults in Inner Mongolia Autonomous Region, and provide new evidence for the prevention of CVD in adults in Inner Mongolia Autonomous Region.Methods:The FI was constructed by using the data from a prospective cohort with a sample size of 25 055 individuals in 6 years of follow-up, and the prevalence of frailty in adults in Inner Mongolia Autonomous Region was described by the FI, and Cox proportional hazard regression model was used to evaluate the association between the FI and the incidence of CVD in adults in Inner Mongolia Autonomous Region.Results:The FI of the study population was 0.24±0.09. The population in the pre-frail (FI: 0.21-0.27) and frail (FI≥0.28) phases had increased risk for CVD compared to non-frail (FI≤0.20) population [pre-frail: hazard ratio ( HR)=1.232, 95% CI: 1.127-1.347; frail phase: HR=1.418, 95% CI:1.299-1.548]. For every 0.10 increase in FI, the risk for cardiovascular disease increased by 20.3% ( HR=1.203,95% CI:1.156-1.252). Conclusions:In this study, we constructed a FI, which can suggest the risk for CVD. As the increase of frailty degree, the risk for CVD increases.
7.Clinical characteristics of patients with moderate or severe valvular heart disease
Hao GAO ; Yuzhu LEI ; Haiyun HUANG ; Xiang XU ; Chao ZHANG ; Jianfang ZHU ; Lihua LI ; Min ZENG ; Shuhui CHEN ; Jinli HE ; Yanxiu CHEN ; Zhihui ZHANG
Chinese Journal of Cardiology 2024;52(10):1200-1206
Objective:To describe the characteristics, etiology and patterns of outpatients and inpatients patients with moderate or severe valvular heart disease (VHD).Methods:This is a cross-sectional study. Outpatients and inpatients with moderate or severe VHD who underwent transthoracic echocardiography for first examination from 1 st January 2001 to 1 st January 2020 in Southwest Hospital, Army Medical University were enrolled. Data were collected from medical records and big data platform of Southwest Hospital. Characteristics of age and gender, etiology and types of VHD were descriptively analysed. Results:A total of 68 354 patients with moderate or severe VHD were enrolled. The age was 63 (50, 72) years. And 35 706 (52.24%) patients were female. (1) Age characteristics: There was similar age trend between male and female patients with moderate or severe VHD. The number of patients increased firstly and then decreased and reached its peak in the age group of 65-69 years old. The peak age of mitral stenosis patients was 45-49 years, which was earlier than that of whole patients with moderate or severe VHD. The median age of patients with bicuspid aortic valve was 42 years. (2) Gender characteristics: The proportion of tricuspid regurgitation, pulmonary regurgitation, mitral regurgitation, mitral stenosis and valve surgery in female patients with moderate or severe VHD were higher than those in male patients. The proportion of aortic regurgitation, aortic stenosis and bicuspid aortic valve in male patients with moderate or severe VHD were significantly higher than those in female patients (all P<0.05). (3) Etiology: The proportion of rheumatic VHD was 13.07% (8 934/68 354), which was higher than that of degenerative VHD (0.67% (458/68 354)). (4) Types of VHD: Tricuspid regurgitation made contribution to the largest proportion with 60.72% (41 503/68 354), followed by mitral regurgitation, aortic regurgitation, mitral stenosis, pulmonary regurgitation and aortic stenosis. Conclusions:There are certain regional characteristics in the prevalence of moderate or severe VHD in southwest China, suggesting different attention should be paid on the whole process of refined management of moderate or severe VHD.
8.Exploring the attenuating effect of amifostine on neoadjuvant radiotherapy with concurrent use of irinotecan for locally advanced rectal cancer:a retrospective cohort study of 154 cases
Yajuan CHU ; Lei ZHANG ; Yunhai LI ; Weiming LUO ; Jing ZHANG ; Xiaochen MO ; Jinli MA
China Oncology 2024;34(10):957-965
Background and purpose:Rectal cancer is one of the malignant tumors that seriously harm human health in the world,ranking third in incidence and second in mortality.With the development of social and economic level,the incidence and mortality of colorectal cancer in China are increasing,and China becomes one of the countries with high incidence of colorectal cancer disease in the world.The recommended treatment for locally advanced rectal cancer is neoadjuvant chemoradiotherapy combined with surgery,which greatly improves the prognosis of patients.However,intestinal adverse reactions such as diarrhea caused by neoadjuvant chemoradiotherapy are increased,and some patients are forced to delay or interrupt treatment due to serious side effects.Amifostine is a broad-spectrum normal cell protective agent,which has good protective effect against various radiochemotherapy toxicity.We conducted a retrospective analysis of patients with locally advanced rectal cancer who received neoadjuvant radiotherapy combined with irinotecan concurrent chemotherapy to investigate whether concurrent use of amifostine alleviated gastrointestinal and hematological toxicities.Methods:A retrospective cohort analysis was used in this study.Clinical data of patients with locally advanced rectal cancer who received neoadjuvant chemoradiotherapy at the Affiliated Cancer Hospital of Fudan University during the period of discharge from January 1,2018 to December 31,2019 were retrospectively collected.The patients were divided into 2 groups by whether amifostine was used during the same period.The main purpose of the study was to analyze whether amifostine can reduce gastrointestinal and hematological toxicities,and secondary objectives included whether amifostine could alter tumor marker levels,mesorectal fascia invasion(MRF)positive rate,extramural vascular invasion,positive rate of EMVI and pathological complete response(pCR).Using SAS9.4 statistical software,the normality test was carried out for continuous variables.The rank sum test of Wilcoxon was performed when the diarrhea grade did not conform to normal distribution.Analysis of variance was performed for intra-group comparison,and Wilcoxon rank sum test was performed for inter-group comparison.Because of the imbalance between groups,the difference between the two groups was compared using a generalized linear model.This study strictly followed the STrengthening the Reporting of OBservational studies in Epidemiology(STROBE)guidelines to ensure the transparency of the research methodology and the reliability of the results.Results:Finally,154 eligible patients were included,of whom 78 were in the amifostine group and 76 were in the control group.The highest grade of diarrhea in amifostine group was 1.00(1.00,1.00),lower than that in control group(2.00,3.00),and the difference between groups was statistically significant(P<0.01).After radiotherapy,white blood cell count(WBC),hemoglobin(HB)and absolute neutrophil count(ANC)from the two groups were obtained.ANC and platelet count(PLT)showed no statistically significant difference(P>0.05),and the lowest values of WBC,RBC and PLT did not have statistically significant difference between the two groups during neoadjuvant period(P>0.05).Amifostine may not alleviate hematological toxicity.Carbohydrate antigen 72-4(CA72-4)(Z=2.22,P=0.03),carbohydrate antigen 50(CA50)(Z=-2.49,P=0.01)and carbohydrate antigen 24-2(CA24-2)had statistically significant difference(Z=-2.29,P=0.02).There were no significant differences in MRF positive rate(P=0.11),EMVI positive rate(P=0.61)and pCR rate(P=0.94)between the two groups.Conclusion:Concurrent administration of amifostine in patients with locally advanced rectal cancer receiving neoadjuvant chemoradiotherapy can reduce gastrointestinal toxicity and reduce the levels of tumor markers CA72-4,CA50 and CA24-2.However,it may have no significant effect on improving hematological toxicity,MRF and EMVI positive rate and pCR rate.
9.Progress in research of cell-in-cell
Jinli FENG ; Qiang SUN ; Jiatang ZHANG
Chinese Journal of Pathophysiology 2024;40(8):1511-1519
Cell-in-cell(CIC)is a phenomenon described as the active infiltration of one or more living cells into another living cell,forming intracellular structures and producing biological effects.This phenomenon was first ob-served and detailed in the early 20th century.However,it has only become an active area of research in cell biology in the past decade.As research advanced,scientists gradually recognized that the phenomenon of CIC exists in many biological systems and diseases,and has important physiological and pathological significance in evolution,development,homeosta-sis,and diseases,especially in tumors,which has important clinical research value.Currently,five forms of CIC struc-tures have been identified:cell cannibalism,phagoptosis,enclysis,entosis,and emperipolesis.Each form represents a distinct interaction between cells,characterized by unique cell types,biological characteristics,molecular mechanisms,and implications in pathophysiology.This article aims to review the cell types involved in each CIC structure,their biologi-cal characteristics and the molecular mechanisms driving these interactions,and to explore the potential clinical signifi-cance in the diagnosis,treatment and prognosis of human diseases.
10.Prediction model of insomnia disorder in perimenopausal women based on machine learning method
Jinli HU ; Jiebai SHI ; Fangli LIAO ; Lixiang ZHANG
Chinese Journal of Practical Nursing 2024;40(20):1535-1542
Objective:To explore the influencing factors of insomnia disorder in perimenopausal women and construct a prediction model of insomnia disorder in perimenopausal women based on machine learning method.Methods:A case-control study was used in this study. A total of 140 perimenopausal women who were examined in Lishui Maternal and Child Health Hospital from January 2019 to June 2021 were selected as the study objects for retrospective analysis by convenient sampling method. They were divided into occurrence and non-occurrence groups based on the presence of insomnia disorders. Relevant data of the patients were collected and risk factors analysis was conducted. Multivariate Logistic regression, decision classification regression tree (CRT) and back propagation neural network (BPNN) algorithm based on machine learning, the prediction model of insomnia disorder in perimenopausal women was constructed.Results:A total of 140 perimenopausal women were included, including 88 patients (62.86%) in the occurrence group, aged (50.16 ± 4.73) years old, and 52 patients (37.14%) in the non-occurrence group, aged (47.33 ± 4.54) years old. Multivariate Logistic regression analysis showed that percapita family monthly income ( OR = 0.019, 95% CI 0.001-0.422, P<0.05), Hamilton Depression Scale (HAMD) score ( OR = 1.665, 95% CI 1.108-2.502, P<0.05) and Self-rating Anxiety Scale (SAS) score ( OR = 1.407, 95% CI 1.085-1.826, P<0.05) of the two groups were independent risk factors for the occurrence of insomnia disorder in perimenopausal women. The prediction model constructed by CRT showed that SAS score, HAMD score and percapita family monthly income were the influencing factors for the occurrence of insomnia disorder in perimenopausal women. The results of BPNN model showed that the importance ranking of influencing factors was SAS score>percapita family monthly income>HAMD score>body mass index>age>work status>daily exercise cumulative time. Among the models constructed by the three machine learning algorithms, the area under the curve of multivariate Logistic regression analysis was 0.998, the sensitivity was 96.6%, the specificity was 100.0%, which had the best predictive performance. Conclusions:In this study, the prediction model of insomnia disorder in perimenopausal women based on machine learning method has good prediction efficiency, among which the multivariate Logistic regression model has the best diagnostic efficiency, and the established prediction model has good prediction accuracy.

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