1.Machine learning to risk stratify chest pain patients with non-diagnostic electrocardiogram in an Asian emergency department.
Ziwei LIN ; Tar Choon AW ; Laurel JACKSON ; Cheryl Shumin KOW ; Gillian MURTAGH ; Siang Jin Terrance CHUA ; Arthur Mark RICHARDS ; Swee Han LIM
Annals of the Academy of Medicine, Singapore 2025;54(4):219-226
INTRODUCTION:
Elevated troponin, while essential for diagnosing myocardial infarction, can also be present in non-myocardial infarction conditions. The myocardial-ischaemic-injury-index (MI3) algorithm is a machine learning algorithm that considers age, sex and cardiac troponin I (TnI) results to risk-stratify patients for type 1 myocardial infarction.
METHOD:
Patients aged ≥25 years who presented to the emergency department (ED) of Singapore General Hospital with symptoms suggestive of acute coronary syndrome with no diagnostic 12-lead electrocardiogram (ECG) changes were included. Participants had serial ECGs and high-sensitivity troponin assays performed at 0, 2 and 7 hours. The primary outcome was the adjudicated diagnosis of type 1 myocardial infarction at 30 days. We compared the performance of MI3 in predicting the primary outcome with the European Society of Cardiology (ESC) 0/2-hour algorithm as well as the 99th percentile upper reference limit (URL) for TnI.
RESULTS:
There were 1351 patients included (66.7% male, mean age 56 years), 902 (66.8%) of whom had only 0-hour troponin results and 449 (33.2%) with serial (both 0 and 2-hour) troponin results available. MI3 ruled out type 1 myocardial infarction with a higher sensitivity (98.9, 95% confidence interval [CI] 93.4-99.9%) and similar negative predictive value (NPV) 99.8% (95% CI 98.6-100%) as compared to the ESC strategy. The 99th percentile cut-off strategy had the lowest sensitivity, specificity, positive predictive value and NPV.
CONCLUSION
The MI3 algorithm was accurate in risk stratifying ED patients for myocardial infarction. The 99th percentile URL cut-off was the least accurate in ruling in and out myocardial infarction compared to the other strategies.
Humans
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Male
;
Female
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Emergency Service, Hospital
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Middle Aged
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Electrocardiography
;
Machine Learning
;
Singapore
;
Chest Pain/blood*
;
Troponin I/blood*
;
Myocardial Infarction/blood*
;
Risk Assessment/methods*
;
Aged
;
Algorithms
;
Acute Coronary Syndrome/blood*
;
Adult
;
Sensitivity and Specificity
2.DIA Proteomics Reveals Mechanism of Acanthopanacis Senticosi Radix et Rhizoma seu Caulis Extract in Treating α-Syn Transgenic Parkinson's Disease in Mice
Qi ZHENG ; Yi LU ; Donghua YU ; Liangyou ZHAO ; Chunsheng LIN ; Fang LU ; Shumin LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(8):40-50
ObjectiveTo investigate the mechanism of Acanthopanacis Senticosi Radix et Rhizoma seu Caulis extract (ASH) in treating Parkinson's disease (PD) in mice by Data-Independent Acquisition (DIA) proteomics. MethodsThe α-Synuclein (α-Syn) transgenic PD mice were selected as suitable models for PD, and they were randomly assigned into PD, ASH (61.25 mg·kg-1), and Madopar (97.5 mg·kg-1) groups. Male C57BL/6 mice of the same age were selected as the control group, with eight mice in each group. Mice were administrated with corresponding drugs by gavage once a day for 20 days. The pole climbing time and the number of autonomic activities were recorded to evaluate the exercise ability of mice. Hematoxylin-eosin staining was employed to observe neuronal changes in the substantia nigra of PD mice. Immunohistochemistry (IHC) was employed to measure the tyrosine hydroxylase (TH) activity in the substantia nigra and assess the areal density of α-Syn in the striatum. DIA proteomics was used to compare protein expression in the substantia nigra between groups. IHC was utilized to validate key differentially expressed proteins, including Lactotransferrin, Notch2, Ndrg2, and TMEM 166. The cell counting kit-8 (CCK-8) method was used to investigate the effect of ASH on the viability of PD cells with overexpression of α-Syn. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) and Western blot were employed to determine the protein and mRNA levels of Lactotransferrin, Notch2, Ndrg2, and TMEM 166 in PD cells. ResultsCompared with the control group, the model group showed prolonged pole climbing time, diminished coordination ability, reduced autonomic activities (P<0.01), and reduced swelling neurons. Compared with the model group, ASH and Madopar reduced the climbing time, increased autonomic activities (P<0.01), and ameliorated neuronal damage. Compared with the control group, the model group showed a decrease in TH activity in the substantia nigra and an increase in α-Syn accumulation in the striatum (P<0.01). Compared with the model group, the ASH group showed an increase in TH activity and a reduction in α-Syn accumulation (P<0.05). DIA proteomics revealed a total of 464 differentially expressed proteins in the model group compared with the control group, with 323 proteins being up-regulated and 141 down-regulated. A total of 262 differentially expressed proteins were screened in the ASH group compared with the model group, including 85 proteins being up-regulated and 177 down-regulated. Kyoto encylopedia of genes and genomes (KEGG) pathway analysis indicated that ASH primarily regulated the Notch signaling pathway. The model group showed up-regulation in protein levels of Notch2, Ndrg2, and TMEM 166 and down-regulation in the protein level of Lactotransferrin compared with the control group (P<0.01). Compared with the model group, ASH down-regulated the protein levels of Notch2, Ndrg2, and TMEM 166 (P<0.05) while up-regulating the protein level of Lactotransferrin (P<0.01). The IHC results corroborated the proteomics findings. The cell experiment results showed that compared with the control group, the modeling up-regulated the mRNA and protein levels of Notch2, Ndrg2, and TMEM 166 (P<0.01), while down-regulating the mRNA and protein levels of Lactotransferrin (P<0.01). Compared with the model group, ASH reduced the mRNA and protein levels of Notch2, Ndrg2, and TMEM 166 (P<0.01), while increasing the mRNA and protein levels of Lactotransferrin (P<0.05, P<0.01). ConclusionASH may Synergistically inhibit the Notch signaling pathway and mitigate neuronal damage by down-regulating the expression of Notch2 and Ndrg2. Additionally, by up-regulating the expression of Lactotransferrin and down-regulating the expression of TMEM166, ASH can address brain iron accumulation, intervene in ferroptosis, inhibit mitophagy, and mitigate reactive oxygen species damage, thereby protecting nerve cells and contributing to the treatment of PD.
3.Mechanism of Traditional Chinese Medicine Against Gouty Arthritis via Regulating Nrf2 Signaling Pathway: A Review
Siyi CHEN ; Shumin HUANG ; Yushan ZHAO ; Jiajin LIN ; Qian SHI ; Yefeng CHEN ; Yize ZHANG ; Zhongwen ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(10):323-330
Gouty arthritis (GA) is an inflammatory disorder caused by monosodium urate (MSU) crystal deposition, accompanied by elevated oxidative stress and aberrant release of inflammatory cytokines, resulting in joint tissue damage and intense pain. Nuclear factor E2-related factor 2 (Nrf2), a key transcription factor regulating the antioxidant defence system, exerts cytoprotective effects through dissociation from Kelch-like ECH-associated protein 1 (Keap1) and activates downstream antioxidant response element (ARE)-mediated pathways. It can upregulate the expression of heme oxygenase-1 (HO-1), NADH quinone oxidoreductase 1 (NQO1), superoxide dismutase (SOD), and glutathione transferase (GST) to preserve redox homeostasis. Moreover, Nrf2 can suppress activation of NOD-like receptor protein 3 (NLRP3) inflammasomes, reduce pro-inflammatory cytokine production and release, modulate nuclear factor-κB (NF-κB) transcriptional activity, regulate gut microbiota balance, enhance mitophagy, and inhibit apoptosis, so as to reduce joint inflammation and pain and promote body recovery. This review systematically examined recent advancements in traditional Chinese medicine (TCM) for GA prevention and treatment via regulating the Nrf2 signaling pathway. It delineated Nrf2's molecular mechanisms and its role in GA pathogenesis and elucidated how TCM intervenes in multiple pathways including Keap1/Nrf2/ARE, Nrf2/HO-1(NQO1), and Nrf2/NF-κB/NLRP3 to exert therapeutic effects. The study demonstrated that TCM monomers and compounds effectively counteract oxidative damage, attenuate inflammatory responses, promote autophagy, and inhibit apoptosis via regulating the Nrf2 signaling pathway. These findings not only clarify the scientific basis of TCM in GA treatment but also offer strategic insights for developing novel Nrf2-targeted anti-gout drugs.
4.The mechanism of effective traditional Chinese medicine components and prescriptions in treatment of chronic pancreatitis by intervening against pancreatic stellate cells
Ruyang CHENG ; Weining SONG ; Xin JIANG ; Yehao WANG ; Lin LIU ; Fang LU ; Shumin LIU
Journal of Clinical Hepatology 2025;41(4):793-800
Chronic pancreatitis (CP) is a chronic disease characterized by recurrent inflammation and progressive damage to pancreatic tissue, and its deterioration may increase the risk of pancreatic cancer in patients with CP, which seriously threatens the health of patients with CP. In recent years, studies on the pathogenesis of CP have mostly focused on the activation of pancreatic stellate cells (PSCs) and its role in pancreatic fibrosis. This article elaborates on the mechanism of action of PSCs in CP, summarizes the current status of research on effective traditional Chinese medicine components and prescriptions for intervention of PSCs in the treatment of chronic CP, and proposes the future research directions for effective traditional Chinese medicine components and prescriptions, so as to provide a reference for the clinical treatment of CP patients in the future.
5.Total Saponins of Dioscoreae Nipponicae Rhizoma Alleviates Gouty Arthritis by Down-regulating COX-2-mediated M1 Macrophage Reprogramming
Lin HUANG ; Shumin LIU ; Huijuan SUN ; Geyu DENG ; Donghua YU ; Yu WANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):200-207
ObjectiveTo explore the mechanism of total saponins of Dioscoreae Nipponicae Rhizoma (TSDN) in treating gouty arthritis (GA) by regulating cyclooxygenase-2 (COX-2)-mediated M1 macrophage reprogramming by in vivo and in vitro experiments. MethodsIn vivo experiment: 24 male SD rats were randomly allocated into blank, model (GA), TSDN, and celecoxib groups, with 6 rats in each group. After 7 days of administration, pathological changes in the ankle synovial tissue were observed via hematoxylin-eosin (HE) staining. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) was used to quantify the mRNA levels of NOD-like receptor protein 3 (NLRP3) inflammasome, apoptosis-associated speck-like protein (ASC), Caspase-1, COX-2, interleukin-1β (IL-1β), and tumor necrosis factor-α (TNF-α) in the synovial tissue. Enzyme-linked immunosorbent assay (ELISA) was employed to measure the serum levels of inducible nitric oxide synthase (iNOS), IL-1β, CD86, CD80, CD206, and arginase-1 (Arg-1). In vitro experiment: The GA model was established by lipopolysaccharide (LPS) + MSU induction, and the inhibitor concentration was screened by the methyl thiazolyl tetrazolium (MTT) assay. RAW264.7 cells were allocated into blank, model, TSDN, dexamethasone, COX-2 inhibitor (celecoxib), and TSDN + COX-2 inhibitor groups. The levels of iNOS, IL-1β, CD86, CD80, CD206, and Arg-1 in the cell supernatant of each group were determined by enzyme-linked immunosorbent assay (ELISA). The mRNA and protein levels of NLRP3 inflammasome, COX-2, IL-1β, and TNF-α in each group were determined by Real-time PCR and Western blot, respectively. ResultsIn vivo experiment: compared with the model group, TSDN reduced the mRNA levels of NLRP3 inflammasome, COX-2, IL-1β, and TNF-α in the synovial tissue (P<0.05, P<0.01). ELISA results showed that TSDN lowered the serum levels of iNOS, IL-1β, CD86, and CD80 (P<0.01) while increasing the serum levels of CD206 and Arg-1 (P<0.01). In vitro experiment: compared with the model group, TSDN and inhibitor down-regulated the mRNA levels of NLRP3 inflammasome, COX-2, IL-1β, and TNF-α and the protein levels of NLRP3 inflammasome, COX-2, cleaved IL-1β, and TNF-α (P<0.01). Compared with TSDN alone, TSDN + COX-2 inhibitor further reduced the mRNA and protein levels of the markers above (P<0.01). Compared with the model group, TSDN and COX-2 inhibitor decreased the levels of IL-1β, iNOS, CD80, and CD86 (P<0.01) and increased the levels of CD206 and Arg-1 (P<0.01) in cells. Compared with TSDN alone, TSDN + COX-2 inhibitor reduced IL-1β, iNOS, CD80, and CD86 levels (P<0.05, P<0.01) and elevated CD206 and Arg-1 levels (P<0.01) in cells. ConclusionTSDN can alleviate GA by downregulating COX-2-mediated M1 macrophage reprogramming and suppressing the inflammatory factors.
6.Total Saponins of Dioscoreae Nipponicae Rhizoma Alleviates Gouty Arthritis by Down-regulating COX-2-mediated M1 Macrophage Reprogramming
Lin HUANG ; Shumin LIU ; Huijuan SUN ; Geyu DENG ; Donghua YU ; Yu WANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):200-207
ObjectiveTo explore the mechanism of total saponins of Dioscoreae Nipponicae Rhizoma (TSDN) in treating gouty arthritis (GA) by regulating cyclooxygenase-2 (COX-2)-mediated M1 macrophage reprogramming by in vivo and in vitro experiments. MethodsIn vivo experiment: 24 male SD rats were randomly allocated into blank, model (GA), TSDN, and celecoxib groups, with 6 rats in each group. After 7 days of administration, pathological changes in the ankle synovial tissue were observed via hematoxylin-eosin (HE) staining. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) was used to quantify the mRNA levels of NOD-like receptor protein 3 (NLRP3) inflammasome, apoptosis-associated speck-like protein (ASC), Caspase-1, COX-2, interleukin-1β (IL-1β), and tumor necrosis factor-α (TNF-α) in the synovial tissue. Enzyme-linked immunosorbent assay (ELISA) was employed to measure the serum levels of inducible nitric oxide synthase (iNOS), IL-1β, CD86, CD80, CD206, and arginase-1 (Arg-1). In vitro experiment: The GA model was established by lipopolysaccharide (LPS) + MSU induction, and the inhibitor concentration was screened by the methyl thiazolyl tetrazolium (MTT) assay. RAW264.7 cells were allocated into blank, model, TSDN, dexamethasone, COX-2 inhibitor (celecoxib), and TSDN + COX-2 inhibitor groups. The levels of iNOS, IL-1β, CD86, CD80, CD206, and Arg-1 in the cell supernatant of each group were determined by enzyme-linked immunosorbent assay (ELISA). The mRNA and protein levels of NLRP3 inflammasome, COX-2, IL-1β, and TNF-α in each group were determined by Real-time PCR and Western blot, respectively. ResultsIn vivo experiment: compared with the model group, TSDN reduced the mRNA levels of NLRP3 inflammasome, COX-2, IL-1β, and TNF-α in the synovial tissue (P<0.05, P<0.01). ELISA results showed that TSDN lowered the serum levels of iNOS, IL-1β, CD86, and CD80 (P<0.01) while increasing the serum levels of CD206 and Arg-1 (P<0.01). In vitro experiment: compared with the model group, TSDN and inhibitor down-regulated the mRNA levels of NLRP3 inflammasome, COX-2, IL-1β, and TNF-α and the protein levels of NLRP3 inflammasome, COX-2, cleaved IL-1β, and TNF-α (P<0.01). Compared with TSDN alone, TSDN + COX-2 inhibitor further reduced the mRNA and protein levels of the markers above (P<0.01). Compared with the model group, TSDN and COX-2 inhibitor decreased the levels of IL-1β, iNOS, CD80, and CD86 (P<0.01) and increased the levels of CD206 and Arg-1 (P<0.01) in cells. Compared with TSDN alone, TSDN + COX-2 inhibitor reduced IL-1β, iNOS, CD80, and CD86 levels (P<0.05, P<0.01) and elevated CD206 and Arg-1 levels (P<0.01) in cells. ConclusionTSDN can alleviate GA by downregulating COX-2-mediated M1 macrophage reprogramming and suppressing the inflammatory factors.
7.Exploring Clinical Advantageous Diseases and Core Acupoint Combinations of Jin's Three-Needle Therapy Based on Data Mining Techniques
Shumin LIN ; Xiaorong TANG ; Fanglin WANG ; Lixing ZHUANG
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(10):2487-2495
Objective To systematically analyze the clinical advantageous diseases and core acupoint combinations of Jin's Three-Needle Therapy,providing data support for its broader clinical application.Methods The relevant literature from the China National Knowledge Infrastructure(CNKI),Wanfang Academic Journal Full-text Database,VIP Chinese Sci-Tech Journal Database,and China Biology Medicine(CBM)database were retrieved,covering all publications since the establishment of Jin's Three-Needle Therapy.A database of acupoint combinations was constructed,and statistical analyses were performed using SPSS Modeler,Cytoscape,Review Manager,Stata,and R software to evaluate literature quality,sensitivity,disease spectrum,therapeutic efficacy,high-frequency acupoint combinations,association rules,and combined therapies.Results A total of 228 eligible studies were included.The results indicate that Jin's Three-Needle Therapy has been applied to 11 disease categories and 63 specific conditions,with post-stroke hemiplegia and autism spectrum disorder identified as its primary advantageous diseases.The Temporal Three-Needle and Four-Spirit Needle emerged as the core acupoint combinations.The overall clinical efficacy rate reached 91.1%,and the therapy was frequently combined with rehabilitation training.Conclusion The unique three-needle prescription pattern of Jin's Three-Needle Therapy demonstrates significant clinical advantages.However,potential publication bias may exist,and further exploration is needed to elucidate its mechanisms and optimize clinical efficacy.
8.Effects of perineal massage combined with Kegel exercises on preventing perineal injury: a Meta-analysis
Shumin GUO ; Rong LI ; Hua LIN ; Xiaojuan YANG ; Yu FAN ; Yanting ZHANG
Chinese Journal of Practical Nursing 2025;41(32):2516-2522
Objective:To evaluate the effect of perineal massage during pregnancy, when combined with Kegel exercises, on preventing perineal injury, and to provide a basis for offering safer and more effective delivery intervention measures for expectant mothers.Methods:Randomized controlled trials on perineal massage combined with Kegel exercises for preventing perineal injury were retrieved from databases such as CNKI, Wanfang database, VIP database, CBM database, PubMed, Embase, Web of Science, and Cochrane Library, from their inception to December 28, 2024. Meta-analysis was conducted using RevMan 5.3 software.Results:A total of 15 articles were included, involving 2 393 research subjects. The results of the Meta-analysis showed that there were statistically significant differences in the first stage of labor ( MD = - 1.63, 95% CI - 1.93 - - 1.30, P<0.001), the second stage of labor ( MD = - 32.58, 95% CI - 42.26 - - 22.90, P<0.01), and the third stage of labor time ( MD = - 3.41, 95% CI - 9.91 - - 2.91, P<0.001); the degree of perineal laceration Ⅱ ( OR = 0.40, 95% CI 0.28 - 0.58, P<0.001), Ⅲ( OR = 0.38, 95% CI 0.24 - 0.60, P<0.001), and Ⅳ( OR = 0.13, 95% CI 0.03 - 0.51, P = 0.003); the rate of perineal incision ( OR = 0.15, 95% CI 0.07 - 0.34, P<0.001), the rate of perineal laceration ( OR = 0.34, 95% CI 0.25 - 0.46, P<0.001), the rate of intact perineum ( OR = 6.30, 95% CI 3.20 - 12.40, P<0.001), and the amount of perineal bleeding ( MD = - 29.72, 95% CI - 43.51 - - 15.93, P<0.001), the difference was statistically significant. Conclusions:Prenatal perineal massage combined with Kegel exercises is a safe, effective and easily implementable intervention method. It is highly effective in preventing perineal injuries and shortening the duration of labor. It not only reduces the risk of postpartum complications but also helps to optimize the delivery experience. Therefore, this combined intervention method can be regarded as one of the important measures for preventing perineal injuries and should be widely promoted in clinical practice.
9.Effects of perineal massage combined with Kegel exercises on preventing perineal injury: a Meta-analysis
Shumin GUO ; Rong LI ; Hua LIN ; Xiaojuan YANG ; Yu FAN ; Yanting ZHANG
Chinese Journal of Practical Nursing 2025;41(32):2516-2522
Objective:To evaluate the effect of perineal massage during pregnancy, when combined with Kegel exercises, on preventing perineal injury, and to provide a basis for offering safer and more effective delivery intervention measures for expectant mothers.Methods:Randomized controlled trials on perineal massage combined with Kegel exercises for preventing perineal injury were retrieved from databases such as CNKI, Wanfang database, VIP database, CBM database, PubMed, Embase, Web of Science, and Cochrane Library, from their inception to December 28, 2024. Meta-analysis was conducted using RevMan 5.3 software.Results:A total of 15 articles were included, involving 2 393 research subjects. The results of the Meta-analysis showed that there were statistically significant differences in the first stage of labor ( MD = - 1.63, 95% CI - 1.93 - - 1.30, P<0.001), the second stage of labor ( MD = - 32.58, 95% CI - 42.26 - - 22.90, P<0.01), and the third stage of labor time ( MD = - 3.41, 95% CI - 9.91 - - 2.91, P<0.001); the degree of perineal laceration Ⅱ ( OR = 0.40, 95% CI 0.28 - 0.58, P<0.001), Ⅲ( OR = 0.38, 95% CI 0.24 - 0.60, P<0.001), and Ⅳ( OR = 0.13, 95% CI 0.03 - 0.51, P = 0.003); the rate of perineal incision ( OR = 0.15, 95% CI 0.07 - 0.34, P<0.001), the rate of perineal laceration ( OR = 0.34, 95% CI 0.25 - 0.46, P<0.001), the rate of intact perineum ( OR = 6.30, 95% CI 3.20 - 12.40, P<0.001), and the amount of perineal bleeding ( MD = - 29.72, 95% CI - 43.51 - - 15.93, P<0.001), the difference was statistically significant. Conclusions:Prenatal perineal massage combined with Kegel exercises is a safe, effective and easily implementable intervention method. It is highly effective in preventing perineal injuries and shortening the duration of labor. It not only reduces the risk of postpartum complications but also helps to optimize the delivery experience. Therefore, this combined intervention method can be regarded as one of the important measures for preventing perineal injuries and should be widely promoted in clinical practice.
10.Develpment and validation of a risk prediction model for postoperative kinesiophobia in lung cancer patients
Yali LIU ; Siya LIN ; Meirong BAI ; Jinxin XU ; Yihong LI ; Shumin JIANG ; Shizhuo CHAI ; Haishan FENG
Modern Clinical Nursing 2024;23(10):15-21
Objective To develop and validate a nomogram model for predicting the risk of kinesiophobia in patients after lung cancer surgery.Methods A total of 164 lung cancer patients who underwent surgery in a Grade ⅢA hospital in Xiamen were recruited from October 2022 to May 2023 in this study.Logistic regression was conducted to identify independent risk factors of kinesiophobia in patients who recieved lung cancer surgery.A Nomogram model was developed using R software for predicting the risk of kinesiophobia.The predictive performance of the model was assessed by calculating the receiver-operating-characteristics curve(ROC)and the area under curve(AUC).Results The incidence of postoperative kinesiophobia in lung cancer patients was at 44.51%.Logistic regression analysis showed that pain and fatigue were the risk factors for the occurrence of postoperative kinesiophobia in the patients(P<0.05)and self-efficacy was a protective factor(P<0.05).Validation of the Nomogram model showed that the ROC curve indicated an AUC of 0.888(95%CI 0.836-0.940)for predicting kenesiophobia in patients after lung cancer surgery and the calibration curve presented as a line with a slope close to 1.The Hosmer-Lemeshow goodnee-of-fit test showed that the model could accurately predict the risk of postoperative kinesiophobia in lung cancer patients(χ 2=1.931,P=0.983).Conclusion Self-efficacy,pain and fatigue are the influencing factors for the occurrence of postoperative kinesiophobia in the patients who received lung cancer surgery.The nomogram prediction model has good accuracy and discrimination,and it may assist the healthcare professionals to predict the occurrence of postoperative kinesiophobia in the patients after lung cancer surgery and take pertinent measures to minimise the incidence.

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