1.Effect of Zhinao Capsules on Mild and Moderate Sleep Disorders in Alzheimer's Disease Patients with Syndrome of Spleen-kidney Deficiency and Combined Phlegm and Stasis
Hu XI ; Wenming YANG ; Wenting XIE ; Yue YANG ; Shu ZHAI ; Hao LI ; Yulong YANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(20):171-180
ObjectiveTo observe the clinical efficacy and safety of Zhinao capsules in the treatment of mild and moderate sleep disorders in Alzheimer's disease patients with the syndrome of spleen-kidney deficiency and combined phlegm and stasis. MethodsA randomized, double-blind, placebo, controlled clinical trial design was adopted, and 60 Alzheimer's disease patients aged 50-85 years with mild and moderate sleep disorders due to spleen-kidney deficiency and combined phlegm and stasis were included. According to the randomized numble table method, the patients were assigned into a treatment group and a control group (30 in each group, with 29 patients in the treatment group and 28 patients in the control group finally completing the trial). The treatment group was treated with donepezil hydrochloride tablets combined with Zhinao capsules, and the control group was treated with donepezil hydrochloride tablets combined with the simulant of Zhinao capsules for 12 weeks. The Pittsburgh sleep quality index (PSQI), smart bracelet sleep monitoring, epworth sleeping scale (ESS), Mini-Mental State Examination (MMSE), Activities of Daily Living (ADL), and traditional Chinese medicine symptoms were scored. Furthermore, the brain-derived neurotrophic factor (BDNF) and gamma-aminobutyric acid (GABA) levels were measured. ResultsAfter 12 weeks of treatment, the total response rate of clinical efficacy assessment in the treatment group reached 89.7%, which was significantly higher than that (21.4%) in the control group (Z=-5.14, P<0.01). After treatment, the TCM symptom scores declined in both groups (P<0.01), and the scores in the treatment group were lower than those in the control group (P<0.01). After treatment, the treatment group showed decreased total score and seven component scores of the PSQI scale (P<0.05, P<0.01), and the scores in the treatment group were lower than those in the control group (P<0.05, P<0.01). After treatment, the treatment group showed increases in the duration of deep sleep, light sleep, rapid eye movement sleep, and total sleep at night and decreases in the time to fall asleep, the number of awakenings from sleep at night, and the time for sporadic daytime naps (P<0.01). The control group did not show significant changes in the duration of light sleep, time to fall asleep, and number of awakenings from sleep at night. Moreover, the treatment group outperformed the control group in terms of the indicators above (P<0.05, P<0.01). After treatment, the treatment group showed decreased scores of ESS, ADL and its subscales physical self-maintenance scale (PSMS), and Instrumental Activities of daily living scale (IADLs) and increased score of MMSE and levels of BDNF and GABA (P<0.05, P<0.01). There was no significant difference in PSMS between the two groups, and the treatment group was significantly better than the control group in terms of the rest of the above indicators (P<0.05, P<0.01). Patients in neither groups complained of uncomfortable symptoms. ConclusionZhinao capsules have significant clinical efficacy in treating patients with mild and moderate sleep disorders in Alzheimer's disease patients with the syndrome of spleen-kidney deficiency and combined phlegm and stasis. Zhinao capsules can significantly reduce PSQI, ESS, and ADL scores, increase the MMSE score and the expression of BDNF and GABA, effectively optimize the structure of sleep, improve the intelligence, and enhance the ability of daily life, without causing uncomfortable symptoms. The mechanism may be related to the increase in the expression of sleep/wake-related neurotransmitters.
2.Effect of Zhinao Capsules on Mild and Moderate Sleep Disorders in Alzheimer's Disease Patients with Syndrome of Spleen-kidney Deficiency and Combined Phlegm and Stasis
Hu XI ; Wenming YANG ; Wenting XIE ; Yue YANG ; Shu ZHAI ; Hao LI ; Yulong YANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(20):171-180
ObjectiveTo observe the clinical efficacy and safety of Zhinao capsules in the treatment of mild and moderate sleep disorders in Alzheimer's disease patients with the syndrome of spleen-kidney deficiency and combined phlegm and stasis. MethodsA randomized, double-blind, placebo, controlled clinical trial design was adopted, and 60 Alzheimer's disease patients aged 50-85 years with mild and moderate sleep disorders due to spleen-kidney deficiency and combined phlegm and stasis were included. According to the randomized numble table method, the patients were assigned into a treatment group and a control group (30 in each group, with 29 patients in the treatment group and 28 patients in the control group finally completing the trial). The treatment group was treated with donepezil hydrochloride tablets combined with Zhinao capsules, and the control group was treated with donepezil hydrochloride tablets combined with the simulant of Zhinao capsules for 12 weeks. The Pittsburgh sleep quality index (PSQI), smart bracelet sleep monitoring, epworth sleeping scale (ESS), Mini-Mental State Examination (MMSE), Activities of Daily Living (ADL), and traditional Chinese medicine symptoms were scored. Furthermore, the brain-derived neurotrophic factor (BDNF) and gamma-aminobutyric acid (GABA) levels were measured. ResultsAfter 12 weeks of treatment, the total response rate of clinical efficacy assessment in the treatment group reached 89.7%, which was significantly higher than that (21.4%) in the control group (Z=-5.14, P<0.01). After treatment, the TCM symptom scores declined in both groups (P<0.01), and the scores in the treatment group were lower than those in the control group (P<0.01). After treatment, the treatment group showed decreased total score and seven component scores of the PSQI scale (P<0.05, P<0.01), and the scores in the treatment group were lower than those in the control group (P<0.05, P<0.01). After treatment, the treatment group showed increases in the duration of deep sleep, light sleep, rapid eye movement sleep, and total sleep at night and decreases in the time to fall asleep, the number of awakenings from sleep at night, and the time for sporadic daytime naps (P<0.01). The control group did not show significant changes in the duration of light sleep, time to fall asleep, and number of awakenings from sleep at night. Moreover, the treatment group outperformed the control group in terms of the indicators above (P<0.05, P<0.01). After treatment, the treatment group showed decreased scores of ESS, ADL and its subscales physical self-maintenance scale (PSMS), and Instrumental Activities of daily living scale (IADLs) and increased score of MMSE and levels of BDNF and GABA (P<0.05, P<0.01). There was no significant difference in PSMS between the two groups, and the treatment group was significantly better than the control group in terms of the rest of the above indicators (P<0.05, P<0.01). Patients in neither groups complained of uncomfortable symptoms. ConclusionZhinao capsules have significant clinical efficacy in treating patients with mild and moderate sleep disorders in Alzheimer's disease patients with the syndrome of spleen-kidney deficiency and combined phlegm and stasis. Zhinao capsules can significantly reduce PSQI, ESS, and ADL scores, increase the MMSE score and the expression of BDNF and GABA, effectively optimize the structure of sleep, improve the intelligence, and enhance the ability of daily life, without causing uncomfortable symptoms. The mechanism may be related to the increase in the expression of sleep/wake-related neurotransmitters.
3.Gantou Fumu Decoction Inhibits Hepatic Stellate Cell Activation by Regulating Nrf2/ARE Signaling Pathway
Wangsheng HE ; Yanping ZHU ; Shizhen LONG ; Mengmeng LI ; Wenming YANG ; Han WANG ; Meixia WANG ; Ting DONG ; Shupei JIA
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(23):105-115
ObjectiveTo explore the mechanism through which Gantou Fumu decoction (GDFMT)-containing serum inhibits the activation of hepatic stellate cells. MethodsSerum pharmacology techniques were employed to prepare GDFMT-containing serum samples. Rat hepatic stellate cells (HSCT6) were randomly allocated into three groups: Control, penicillamine (90 mg·kg-1), and GDFMT (6.8 g·kg-1). Cell viability was assessed by the cell counting kti-8 (CCK-8) assay, intracellular ROS levels were determined by flow cytometry using the DCFH‑DA fluorescent probe and while extracellular collagen Ⅰ (ColⅠ) levels were quantified via enzyme linked immunosorbent assay (ELISA). Intracellular α-smooth muscle actin (α-SMA) expression was visualized through immunofluorescence staining. Real-time polymerase chain reaction(Real-time PCR) and Western blot were performed to evaluate alterations in the expression of nuclear factor-erythroid 2-related factor 2 (Nrf2), glutamate cysteine ligase, catalytic (GCLC), glutamate-cysteine ligase, modifier subunit (GCLM), Kelch-like ECH-associated protein 1 (Keap1), NAD(P)H:Quinone oxidoreductase 1 (NQO1), and heme oxygenase-1 (HO-1). Genetic knockdown of Nrf2 was achieved through small interfering (siRNA) transfection to validate pathway specificity. ResultsCCK-8 data indicated that under the selected experimental conditions, culturing HSCT6 cells with 10% (volume fraction) GDFMT-containing serum for 48 h demonstrated equivalent effect in inhibiting HSCT6 cell proliferation compared with culturing HSCT6 cells with 10% (volume fraction) penicillamine-containing serum for 36 h, with no statistically significant difference between the two groups. After treatment of HSCT6 cells with siRNA-mediated Nrf2 gene transfection technique, the inhibitory effect of GDFMT on the activation process of HSCT6 cells was significantly weakened. After HSCT6 cells were cultured with GDFMT-containing serum for 48 h, the flow cytometry with a fluorescence probe showed that the content of reactive oxygen species (ROS) in the cells was significantly reduced. After the expression level of the Nrf2 gene in HSCT6 cells was knocked down by siRNA transfection, the content of ROS increased (P<0.01), indicating that GDFMT significantly reduced the ROS level in activated HSCT6 cells, and this effect strictly depended on the integrity of the Nrf2 pathway. Quantitative analysis by ELISA showed that the synthesis of ColⅠ in the HSCT6 cell culture system treated with GDFMT-containing serum for 48 h was lower than that in the control group (P<0.01). After the Nrf2 gene level of HSCT6 cells was knocked down by siRNA transfection, the ColⅠ concentration in the culture supernatant increased (P<0.01). The results of α-SMA detection by IF method showed that compared with the normal group, GDFMT-containing serum reduced the expression of α-SMA (P<0.01) and the protein level of α-SMA in HSCT6 cells was increased (P<0.01) after siRNA-mediated Nrf2 silencing, suggesting that Nrf2 signaling pathway may be involved in regulating the phenotypic transformation process of the cells. Real-time PCR and Western blot results showed that GDFMT-containing serum reduced the protein level of α-SMA (P<0.01) and enhanced the gene and protein levels of Nrf2 in the nucleus and GCLC, HO-1, Keap1, GCLM, and NQO1 in the cytoplasm of HSCT6 cells (P<0.05, P<0.01). After the Nrf2 gene level of HSCT6 cells was knocked down by siRNA transfection, the protein level of α-SMA was increased (P<0.01), and the levels of GCLC, GCLM, Keap1, NQO1, and HO-1 were decreased (P<0.05, P<0.01). These results indicated that GDFMT-containing serum successfully triggered the Nrf2 signaling pathway of HSCT6 cells. ConclusionThe anti-hepatic fibrosis effect of 10%GDFMT was equivalent to that of penicillamine. In addition, GDFMT can inhibit HSC activation and reduce oxidative stress damage by activating the Nrf2/antioxidant response element (ARE) pathway, as manifested by the up-regulated expression of Nrf2 and downstream antioxidant genes (GCLC, GCLM, HO-1, Keap1, and NQO1) and reduced secretion of ROS, α-SMA, and ColⅠ.
4.Exploring the idea of differentiating and treating mild cognitive impairment due to Alzheimer′s disease based on latent toxin blocking collaterals
Hu XI ; Wenming YANG ; Hao LI ; Wenting XIE ; Yue YANG ; Shu ZHAI
Journal of Beijing University of Traditional Chinese Medicine 2025;48(4):559-565
Mild cognitive impairment due to Alzheimer′s disease is an inevitable pathological stage in the early development of Alzheimer′s disease, which can be classified as "microlumps in the brain collaterals" in traditional Chinese medicine. Based on the theory of latent toxin blocking collaterals, this article discusses the etiology and pathogenesis, clinical sequelae, and traditional Chinese medicine intervention strategies for mild cognitive impairment due to Alzheimer′s disease. The onset of mild cognitive impairment due to Alzheimer′s disease is very similar to the latent pathogen theory, which states that "the latent pathogen is latent and then develops, the poison is deep and difficult to cure, and the development can be recognized but the latent pathogen cannot be detected." Combining clinical experience, our team believes that the basic nature of the disease is a slight deficiency and a slight excess of symptoms. A slight deficiency of the five zang viscera and six fu viscera as root and a latent toxin colling collaterals of qi, fire, phlegm, and blood stasis as manifestaion. These usually start from the qi depression and develop into phlegm coagulation and blood stasis, then end up in latent toxin and gradually become the healthy qi deficiency. Therefore, the deficiency of vital qi and incubation of evil, latent toxin blocking collaterals the pathogenesis of early intervention of this disease should be carried out, upholding the idea that "the upper workman treats the disease before it is diagnosed." The principle of strengthening vital qi to eliminate pathogenic factors, slowing down and promoting pathogenic factors elimination, establishing the method of supporting correctness and wisdom, simultaneously detoxifying and clearing the blood stasis, pattern differentiation as the main and the disease differentiation as the first, combining the disease and pattern, and adjusting the macroscopic and microscopic, focusing simultaneously on eliminating and replenishing, dispel phlegm and remove blood stasis, achieve a strong vital qi and the elimination of evil, and enhance intelligence, delay or even block the progression of mild cognitive impairment due to Alzheimer′s disease, improve patients′ quality of life, and provide a theoretical basis for the early clinical prevention and treatment of Alzheimer′s disease.
5.Tiaowei Jiannao acupuncture for post-ischemic stroke insomnia: a randomized controlled trial.
Run ZHANG ; Xinwang CHEN ; Mengyu WANG ; Wenming CHU ; Lihua WU ; Jing GAO ; Peidong LIU ; Ce SHI ; Liyuan LIU ; Bingzhen LI ; Miaomiao JI ; Yayong HE
Chinese Acupuncture & Moxibustion 2025;45(10):1405-1413
OBJECTIVE:
To observe the efficacy and safety of Tiaowei Jiannao acupuncture (acupuncture for regulating defensive qi and nourishing brain) for post-ischemic stroke insomnia (PISI).
METHODS:
A total of 96 patients with PISI were randomized into an acupuncture group (32 cases, 1 case was excluded), a medication group (32 cases, 1 case dropped out, 1 case was excluded) and a sham-acupuncture group (32 cases, 1 case dropped out, 1 case was excluded). In the acupuncture group, Tiaowei Jiannao acupuncture was applied at bilateral Shenmai (BL62), Zhaohai (KI6), Hegu (LI4), Taichong (LR3), and Baihui (GV20), Sishencong (EX-HN1), Yintang (GV24+), Shenting (GV24), once a day, 1-day interval was taken after 6-day treatment, for 3 weeks totally. In the medication group, eszopiclone tablet was given orally, 1-3 mg a time, once a day for 3 weeks. In the sham-acupuncture group, non-invasive sham acupuncture was applied, the acupoint selection, frequency and course of treatment were the same as the acupuncture group. Before treatment, after 2,3 weeks of treatment, the scores of Pittsburgh sleep quality index (PSQI), self-rating sleep scale (SRSS), National Institutes of Health Stroke scale (NIHSS), Hamilton depression scale-17 (HAMD-17) were observed; before and after treatment, the sleep parameters were recorded using polysomnography (PSG); and the efficacy and safety were evaluated after treatment in the 3 groups.
RESULTS:
After 2,3 weeks of treatment, the scores of PSQI, HAMD-17 and SRSS in the acupuncture group and the medication group, as well as the SRSS scores in the sham-acupuncture group were decreased compared with those before treatment (P<0.05); after 2 weeks of treatment, the NIHSS score in the acupuncture group was decreased compared with that before treatment (P<0.05); after 3 weeks of treatment, the NIHSS scores in the acupuncture group, the medication group and the sham-acupuncture group were decreased compared with those before treatment (P<0.05). After 3 weeks of treatment, the scores of PSQI, SRSS, HAMD-17 and NIHSS in the acupuncture group and the medication group, as well as the NIHSS score in the sham-acupuncture group were decreased compared with those after 2 weeks of treatment (P<0.05). After 2,3 weeks of treatment, the scores of PSQI, SRSS and HAMD-17 in the acupuncture group and the medication group were lower than those in the sham-acupuncture group (P<0.05), the NIHSS scores in the acupuncture group were lower than those in the medication group and the sham-acupuncture group (P<0.05); after 3 weeks of treatment, HAMD-17 score in the acupuncture group was lower than that in the medication group (P<0.05), the NIHSS score in the medication group was lower than that in the sham-acupuncture group (P<0.05). Compared before treatment, after treatment, the total sleep time was prolonged (P<0.05), the wake after sleep onset, sleep latency, and non-rapid eye movement (NREM) sleep latency were shortened (P<0.05), the sleep efficiency was improved (P<0.05), the number of awakenings was reduced (P<0.05), the percentage of rapid eye movement (REM%) and the percentage of NREM stage 1 (N1%) were decreased (P<0.05), the percentage of NREM stage 2 (N2%) and the percentage of NREM stage 3 (N3%) were increased (P<0.05) in the acupuncture group and the medication group; the sleep latency was shortened in the sham-acupuncture group (P<0.05). After treatment, the PSG indexes in the acupuncture group and the medication group were superior to those in the sham-acupuncture group (P<0.05); in the acupuncture group, the number of awakenings was less than that in the medication group (P<0.05), the REM% and N1% were lower than those in the medication group (P<0.05), the N2% and N3% were higher than those in the medication group (P<0.05). The total effective rate were 93.5% (29/31) and 90.0% (27/30) in the acupuncture group and the medication group respectively, which were higher than 10.0% (3/30) in the sham-acupuncture group (P<0.05). There was no serious adverse events in any of the 3 groups.
CONCLUSION
Tiaowei Jiannao acupuncture improves the insomnia symptoms in patients with ischemic stroke, improves the quality of sleep, increases the deep sleep, promotes the recovery of neurological function, and relieves the depression. It is effective and safe for the treatment of PISI.
Humans
;
Acupuncture Therapy
;
Male
;
Sleep Initiation and Maintenance Disorders/physiopathology*
;
Female
;
Middle Aged
;
Aged
;
Acupuncture Points
;
Treatment Outcome
;
Adult
;
Ischemic Stroke/complications*
;
Stroke/complications*
;
Sleep
6.Dynamic gait parameters reveal long-term compensatory characteristics in knee joint function recovery following anterior cruciate ligament reconstruction: A retrospective cohort study.
Qitai LIN ; Zehao LI ; Meiming LI ; Yongsheng MA ; Wenming YANG ; Yugang XING ; Yang LIU ; Ruifeng LIANG ; Yixuan ZHANG ; Ruipeng ZHAO ; Wangping DUAN ; Pengcui LI ; Xiaochun WEI
Chinese Medical Journal 2025;138(22):3016-3018
7.Value of serum TK1,HIF-1α and SCC levels in the diagnosis and prognosis of esophageal cancer
Haijun XU ; Honghong YANG ; Wenming LI ; Jun YU
International Journal of Laboratory Medicine 2025;46(11):1341-1346
Objective To investigate the value of serum thymidine kinase 1(TK1),hypoxia-inducible fac-tor-1α(HIF-1α)and squamous cell carcinoma antigen(SCC)in the diagnosis and prognosis of esophageal cancer.Methods A total of 105 patients with esophageal cancer treated in the Qinhuai Medical Zone of East-ern Theater General Hospital from February 2019 to October 2021 were selected as the study group,and 80 healthy subjects were selected as the control group during the same period.The serum levels of TK1,HIF-1αand SCC were compared between study group,control group and patients with different pathological charac-teristics.Patients with esophageal cancer were followed up for 3 years,and the overall survival(OS)and pro-gression-free survival(PFS)were recorded.Receiver operating characteristic curve was used to analyze the di-agnostic efficiency of serum TK1,HIF-1α and SCC combined detection for esophageal cancer,Pearson correla-tion analysis was used to analyze the correlation between the serum indicators,and Kaplan-Meier survival a-nalysis was used to analyze the OS and PFS of patients with different serum levels of TK1,HIF-1α and SCC.Multivariate COX regression was performed to analyze prognostic factors.Results Compared with the control group,the serum TK1,HIF-1α and SCC levels in the study group increased(P<0.05).The area under the curve(AUC)of serum TK1,HIF-1α,SCC alone and combined for diagnosis of esophageal cancer were 0.893,0.744,0.841,0.922,respectively,and their combined diagnoses of esophageal cancer had the largest AUC.Se-rum TK1,HIF-1α and SCC in patients with different TNM stages and differentiation stages were significantly different(P<0.05).Serum TK1,HIF-1α and SCC in patients with lymph node metastasis were higher than those without lymph node metastasis(P<0.05).Serum TK1 was positively correlated with HIF-1α and SCC levels in patients with esophageal cancer(P<0.05).The survival functions of OS and PFS in TK1,HIF-1αand SCC low expression group were better than those in high expression group(P<0.05).Multivariate COX regression analysis showed that low differentiation and lymph node metastasis were independent risk factors for poor prognosis in esophageal cancer patients(P<0.05).Conclusion Serum levels of TK1,HIF-1α and SCC are increased in patients with esophageal cancer,the combined diagnosis of the three is effective.The high expression of TK1 and HIF-1αand SCC will shorten OS and PFS.
8.Interpretation on the Chinese Clinical Practice Guidelines for Hypertension:Key points of nursing practice and management strategies
Yingxia LI ; Wenming LI ; Qiuhua YU ; Nan WU
Basic & Clinical Medicine 2025;45(7):974-980
In September 2024,the updated version of Chinese Clinical Practice Guidelines for Hypertension was published.This version of guidelines comprises 44 pivotal clinical inquiries and 99 recommendations pertaining to the diagnosis,assessment,and management of hypertension.The new version of the guidelines emphasizes moving the line of defense of antihypertensive treatment forward,strengthening antihypertensive treatment,reflecting the concept of strengthening initial prevention and primary prevention,and stressing the importance of lifestyle interven-tion and blood pressure monitoring,which is of great guiding value and practical significance to clinical work.This paper interprets the management strategy of hypertension patients from the perspective of nursing practice,in order to provide evidence-based guidance for clinical nursing work.
9.Factors Influencing the Development of Extra-Pulmonary Tuberculosis in Patients with Viral Hepatitis Complicated by Pulmonary Tuberculosis
Lingjun SHEN ; Longfen LI ; Chunjing SHI ; Wenming LI ; Yuanqing HUANG ; Huajie ZHANG ; Yun LUO ; Jie LI ; Li LIU
Journal of Kunming Medical University 2025;46(2):103-109
Objective To investigate the factors influencing the development of extra-pulmonary tuberculosis(EPTB)in patients with viral hepatitis complicated by pulmonary tuberculosis(PTB).Methods A retrospective analysis was conducted on 427 patients with Hepatitis B Virus(HBV)and Hepatitis C Virus(HCV)infections complicated by PTB admitted to the tuberculosis department of Kunming Third People's Hospital from January 2015 to December 2020.Patients were divided into the EPTB complication group(n=72)and the non-EPTB complication group(n=355)based on the presence of EPTB.Clinical treatment data of patients were collected.Univariate and multivariate Logistic regression analyse were used to screen independent risk factors for EPTB as predictive factors.A nomogram prediction model was established for Extrapulmonary Tuberculosis(EPTB)complications in patients with viral hepatitis and Pulmonary Tuberculosis(PTB),evaluated using the Hosmer-Lemeshow test and ROC curve analysis.Results Among the 427 patients,292(68.3%)were male and 135(31.7%)were female,with 72 cases of EPTB,resulting in an incidence rate of 16.86%.In the EPTB group,there were 34 males(47.2%)and 38 females(52.8%).The types of EPTB included tuberculous pleuritis(21 cases,29%),tuberculous peritonitis(16 cases,22%),lymph node tuberculosis(13 cases,18%),tuberculous encephalitis(5 cases,6%),intestinal tuberculosis(6 cases,8%),bone tuberculosis(5 cases,6%),pelvic tuberculosis(3 cases,4%),and genitourinary tuberculosis(3 cases,4%).Multivariate logistic regression analysis showed that gender(OR=0.425,95%CI:0.250-0.722,P=0.02),low triglyceride(TG)levels(OR=0.837,95%CI:0.717-0.978,P=0.025),the tuberculosis-specific antigen A(ESAT-6)(OR=1.007,95%CI:1.003~1.011 were independent influencing factors for EPTB in patients with PTB complicated by HBV and HCV infections.The optimal cutoff value for the nomogram model is 0.192,with a sensitivity of 0.611,specificity of 0.710,Youden index of 0.741,positive likelihood ratio of 2.103,and negative likelihood ratio of 0.548.The Hosmer-Lemeshow test yielded χ2=2.631,P=0.955.ROC curve analysis showed an AUC of 0.693,95%CI:0.629 1~0.7574.Conclusion The prediction model based on gender,low TG levels and ESAT-6 can well predict the occurrence of EPTB to some extent,providing a reference for clinical treatment.
10.The Value of Fitting NRS 2002,CONUT,RDW-SD and ALB in Assessing the Risk of Venous Thromboembolism in Patients with the Pulmonary Tuberculosis Based on Lasso-Logistic Regression Model
Chunjing SHI ; Wenming LI ; Yun LUO ; Huajie ZHANG ; Liuxin HAN ; Yanhong ZHAO ; Longfen LI ; Lingjun SHEN
Journal of Kunming Medical University 2025;46(8):33-42
Objective To evaluate the relationship between nutritional parameters and the risk of venous thromboembolicism(VTE)in patients with tuberculosis so as to identify the risk factors and predictors of thrombosis and assist in the early identification of high-risk factors for VTE in patients with the pulmonary tuberculosis.Methods A total of 323 patients diagnosed with the pulmonary tuberculosis and hospitalized in Kunming Third People's Hospital from August 2021 to August 2023 were collected.According to the VTE risk assessment of non-operative patients,they were divided into the high-risk group and the low-risk group respectively with 116 and 207 in each group.The nutritional indicators with statistically significant differences between the two groups were screened by Lasso regression.Multivariate Logistic regression was used to screen the independent risk factors for high VTE risk in pulmonary tuberculosis patients,and a nomogram prediction model was constructed.The prediction model was evaluated by receiver operating characteristic curve(ROC),calibration curve,decision curve,and influence curve.Results Patients in the high-risk group were significantly older than those in the low-risk group(59 vs.41,P<0.001),hypertension,gender,and Type 2 diabetes did not differ significantly(P values were 0.084,0.724 and 0.488,respectively).9 variables were selected from the inter-group comparison and Lasso regression,including ALB,HCT,NRS2002 scores,HBDH,RDW-SD,RDW-CV,TG,CONUT scores,and NEFA.Multivariate Logistic regression analysis showed that ALB,NRS2002 scores,RDW-SD,and CONUT scores were independent influencing factors for the high risk of VTE scores in patients with tuberculosis(P<0.005).Area under the ROC curve showed that the AUC(0.892)for high-risk VTE scores in patients with the pulmonary tuberculosis was greater than that of ALB(0.803),NRS2002 score(0.735),RDW-SD(0.685),and CONUT score(0.774).Fitting prediction model:Logit(P):Y=0.433×NRS-0.136×ALB+0.411×CONUT score+0.072×RDW-SD-1.770,P=1/(1+e-Y)(Y:prediction index,P:prediction probability).Calibration curve showed that the model prediction tended to be consistent with the actual results(U:>0.05),and the decision curve and influence curve showed that the model can bring clinical benefits.Conclusion ALB,NRS2002 scores,RDW-SD,and CONUT scores are independent influencing factors for the high risk of VTE scores in patients with tuberculosis.They can guide the clinical practice,improve these indicators as soon as possible,reduce VTE scores,and reduce the thrombosis risk.At the same time,the prediction model performs well in the verification cohort,with its discrimination ability,calibration accuracy and clinical utility(decision curve analysis)all reaching a satisfactory level.


Result Analysis
Print
Save
E-mail